From 6bbe76fe269cfedb05dd21ad59e470bb8fc1babf Mon Sep 17 00:00:00 2001
From: J Wokaty <jennifer.wokaty@sph.cuny.edu>
Date: Tue, 29 Oct 2024 11:30:33 -0400
Subject: [PATCH 1/5] bump x.y.z version to even y prior to creation of
 RELEASE_3_20 branch

---
 DESCRIPTION | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/DESCRIPTION b/DESCRIPTION
index dd88b77b6..9a860edd0 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,7 +1,7 @@
 Package: singleCellTK
 Type: Package
 Title: Comprehensive and Interactive Analysis of Single Cell RNA-Seq Data
-Version: 2.15.2
+Version: 2.16.0
 Authors@R: c(person(given="Yichen", family="Wang", email="wangych@bu.edu", role=c("aut"),
                     comment = c(ORCID = "0000-0003-4347-5199")),
              person(given="Irzam", family="Sarfraz", email="isarfraz@bu.edu", role=c("aut"),

From d5026da50ff0e122f97adec581750b7616344d47 Mon Sep 17 00:00:00 2001
From: Josh Campbell <joshua-d-campbell@gmail.com>
Date: Wed, 12 Feb 2025 07:50:51 -0500
Subject: [PATCH 2/5] Set default interactive to FALSE for plotSeuratElbow

---
 R/seuratFunctions.R | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/R/seuratFunctions.R b/R/seuratFunctions.R
index 3cf3f565b..ab2057e74 100644
--- a/R/seuratFunctions.R
+++ b/R/seuratFunctions.R
@@ -1117,7 +1117,7 @@ runSeuratUMAP <- function(inSCE,
 #' other libraries. Default \code{NULL}.
 #' @param interactive Logical value indicating if the returned object should
 #'  be an interactive plotly object if \code{TRUE} or a ggplot object if
-#'  set to \code{FALSE}. Default is \code{TRUE}.
+#'  set to \code{FALSE}. Default is \code{FALSE}.
 #' @examples
 #' data(scExample, package = "singleCellTK")
 #' \dontrun{
@@ -1134,7 +1134,7 @@ plotSeuratElbow <- function(inSCE,
                             reduction = "pca",
                             ndims = 20,
                             externalReduction = NULL,
-                            interactive = TRUE) {
+                            interactive = FALSE) {
   seuratObject <- convertSCEToSeurat(inSCE)
   if (!is.null(externalReduction)) {
     seuratObject@reductions <- list(pca = externalReduction)

From 177381062a75b509e4e614017b8876335a45f72b Mon Sep 17 00:00:00 2001
From: Josh Campbell <joshua-d-campbell@gmail.com>
Date: Wed, 12 Feb 2025 19:42:09 -0500
Subject: [PATCH 3/5] Updated LICENSE. Updated plotSeuratElbow docs, updated
 plotSeuratElbow unit test. Updated

---
 LICENSE                               | 21 +--------------------
 NEWS.md                               | 12 +++++++++++-
 man/plotSeuratElbow.Rd                |  4 ++--
 tests/testthat/test-seuratFunctions.R |  2 +-
 4 files changed, 15 insertions(+), 24 deletions(-)

diff --git a/LICENSE b/LICENSE
index 01695710d..88e1e4ef2 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,21 +1,2 @@
 YEAR: 2016
-COPYRIGHT HOLDER: David Jenkins and W. Evan Johnson
-
-The MIT License (MIT) (http://opensource.org/licenses/MIT)
-
-Permission is hereby granted, free of charge, to any person obtaining a copy of
-this software and associated documentation files (the "Software"), to deal in
-the Software without restriction, including without limitation the rights to
-use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
-the Software, and to permit persons to whom the Software is furnished to do so,
-subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
-FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
-COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
-IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
-CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+COPYRIGHT HOLDER: David Jenkins, W. Evan Johnson, and Joshua D. Campbell
diff --git a/NEWS.md b/NEWS.md
index eecdbb8d3..32873d42a 100644
--- a/NEWS.md
+++ b/NEWS.md
@@ -1,7 +1,17 @@
+Changes in Version 2.16.1 (2024-02-12)
+================================================================================
+* Fixed decontX/soupX webapp error
+* Fixed error in reportCellQC 
+* Fixed additional bugs with Seurat V5 integration
+
+Changes in Version 2.16.0 (2024-10-29)
+================================================================================
+* Updated version to match Bioconductor 3.20
+
 Changes in Version 2.14.0 (2024-05-03)
 ================================================================================
 * Updated version to match Bioconductor 3.19
-* Update runGSVA fucntion to work with newer GSVA package
+* Update runGSVA function to work with newer GSVA package
 
 Changes in Version 2.12.2 (2024-01-28)
 ================================================================================
diff --git a/man/plotSeuratElbow.Rd b/man/plotSeuratElbow.Rd
index 280467ddf..ed0e07918 100644
--- a/man/plotSeuratElbow.Rd
+++ b/man/plotSeuratElbow.Rd
@@ -12,7 +12,7 @@ plotSeuratElbow(
   reduction = "pca",
   ndims = 20,
   externalReduction = NULL,
-  interactive = TRUE
+  interactive = FALSE
 )
 }
 \arguments{
@@ -33,7 +33,7 @@ other libraries. Default \code{NULL}.}
 
 \item{interactive}{Logical value indicating if the returned object should
 be an interactive plotly object if \code{TRUE} or a ggplot object if
-set to \code{FALSE}. Default is \code{TRUE}.}
+set to \code{FALSE}. Default is \code{FALSE}.}
 }
 \value{
 plot object
diff --git a/tests/testthat/test-seuratFunctions.R b/tests/testthat/test-seuratFunctions.R
index a2878e067..37b978214 100644
--- a/tests/testthat/test-seuratFunctions.R
+++ b/tests/testthat/test-seuratFunctions.R
@@ -58,7 +58,7 @@ test_that(desc = "Testing standard seurat workflow", {
   
   # Test ElbowPlot on PCA
   elbowPlot <- plotSeuratElbow(sce)
-  testthat::expect_true(inherits(elbowPlot, "plotly"))
+  testthat::expect_true(is.ggplot(elbowPlot))
   
   # Test Heatmap on PCA
   heatmapPlot <- runSeuratHeatmap(sce, useAssay = "seuratScaledData", dims = 4, fast = FALSE)

From cc7b739f7558bba6a9254c501e1bd6c50dde7ef4 Mon Sep 17 00:00:00 2001
From: Josh Campbell <joshua-d-campbell@gmail.com>
Date: Thu, 13 Feb 2025 09:06:39 -0500
Subject: [PATCH 4/5] updated dplyr function to use everything() to select all
 cols. Was causing an error in the Heatmap.Rmd article

---
 R/plotSCEHeatmap.R | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/R/plotSCEHeatmap.R b/R/plotSCEHeatmap.R
index f76c307bb..90f3d4f2e 100644
--- a/R/plotSCEHeatmap.R
+++ b/R/plotSCEHeatmap.R
@@ -290,7 +290,7 @@ plotSCEHeatmap <- function(inSCE, useAssay = 'logcounts', useReducedDim = NULL,
    #colData(SCE) <- colData(SCE)[,c(aggregateCol),drop=FALSE] ##change
     
     temp_df<-as.data.frame(colData(SCE)[,c(aggregateCol),drop=FALSE]) %>% 
-      unite("new_colnames",1:ncol(.data),sep = "_",remove = FALSE) %>% 
+      unite("new_colnames",dplyr::everything(),sep = "_",remove = FALSE) %>% 
       remove_rownames() %>% 
     #  mutate(aggregated_column = new_colnames) %>%
     #  dplyr::select(new_colnames, aggregated_column) %>%

From e7e94ca1a5d55be0c76919b2df0ac5a2dd3832de Mon Sep 17 00:00:00 2001
From: Josh Campbell <joshua-d-campbell@gmail.com>
Date: Thu, 13 Feb 2025 11:47:56 -0500
Subject: [PATCH 5/5] Version bump, updated docs

---
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 .../reference/plotTSCANDimReduceFeatures.html |   56 +-
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 .../reference/plotTSCANPseudotimeHeatmap.html |   54 +-
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 docs/reference/plotUMAP.html                  |   44 +-
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 docs/reference/readSingleCellMatrix.html      |   40 +-
 docs/reference/reportCellQC.html              |   46 +-
 docs/reference/reportClusterAbundance.html    |   44 +-
 docs/reference/reportDiffAbundanceFET.html    |   50 +-
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 docs/reference/runScanpyPCA.html              |   60 +-
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 docs/reference/runTSNE.html                   |   74 +-
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 docs/reference/runUMAP.html                   |   82 +-
 docs/reference/runVAM.html                    |   44 +-
 docs/reference/runZINBWaVE.html               |   52 +-
 docs/reference/sampleSummaryStats.html        |   40 +-
 docs/reference/scaterCPM.html                 |   41 +-
 docs/reference/scaterPCA.html                 |   56 +-
 docs/reference/scaterlogNormCounts.html       |   41 +-
 docs/reference/sce.html                       |   33 +-
 docs/reference/sceBatches.html                |   33 +-
 .../reference/sctkListGeneSetCollections.html |   32 +-
 docs/reference/sctkPythonInstallConda.html    |   52 +-
 .../sctkPythonInstallVirtualEnv.html          |   42 +-
 docs/reference/selectSCTKConda.html           |   36 +-
 .../selectSCTKVirtualEnvironment.html         |   36 +-
 docs/reference/setRowNames.html               |   36 +-
 docs/reference/setSCTKDisplayRow-1.png        |  Bin 46158 -> 46635 bytes
 docs/reference/setSCTKDisplayRow.html         |   34 +-
 docs/reference/singleCellTK.html              |   40 +-
 docs/reference/subDiffEx.html                 |   54 +-
 docs/reference/subsetSCECols.html             |   38 +-
 docs/reference/subsetSCERows.html             |   44 +-
 docs/reference/summarizeSCE.html              |   36 +-
 docs/reference/trimCounts.html                |   34 +-
 docs/sitemap.xml                              | 1231 ++++-------------
 vignettes/articles/heatmap.Rmd                |    7 +-
 377 files changed, 8147 insertions(+), 9182 deletions(-)

diff --git a/DESCRIPTION b/DESCRIPTION
index 9a860edd0..3faba99e6 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,7 +1,7 @@
 Package: singleCellTK
 Type: Package
 Title: Comprehensive and Interactive Analysis of Single Cell RNA-Seq Data
-Version: 2.16.0
+Version: 2.16.1
 Authors@R: c(person(given="Yichen", family="Wang", email="wangych@bu.edu", role=c("aut"),
                     comment = c(ORCID = "0000-0003-4347-5199")),
              person(given="Irzam", family="Sarfraz", email="isarfraz@bu.edu", role=c("aut"),
diff --git a/docs/404.html b/docs/404.html
index 51a131a57..285f09d3f 100644
--- a/docs/404.html
+++ b/docs/404.html
@@ -6,7 +6,7 @@
 <meta http-equiv="X-UA-Compatible" content="IE=edge">
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
 <title>Page not found (404) • singleCellTK</title>
-<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
+<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
 <script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="bootstrap-toc.css">
 <script src="bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
 <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous">
@@ -19,7 +19,7 @@
 <![endif]-->
 </head>
 <body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-title-body">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -33,7 +33,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -42,7 +42,7 @@
 <li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -51,7 +51,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
@@ -78,7 +78,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
@@ -223,13 +223,13 @@
 <li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul>
@@ -240,7 +240,7 @@
 </div>
 <!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="contents col-md-9">
@@ -268,16 +268,16 @@ <h1>Page not found (404)</h1>
 
 <div class="pkgdown">
   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer>
 </div>
 
-  
 
 
-  
+
+
 
   </body>
 </html>
diff --git a/docs/LICENSE-text.html b/docs/LICENSE-text.html
index 951e07615..3b6c19d20 100644
--- a/docs/LICENSE-text.html
+++ b/docs/LICENSE-text.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>License • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="bootstrap-toc.css"><script src="bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="pkgdown.css" rel="stylesheet"><script src="pkgdown.js"></script><link href="extra.css" rel="stylesheet"><script src="extra.js"></script><meta property="og:title" content="License"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>License • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="bootstrap-toc.css"><script src="bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="pkgdown.css" rel="stylesheet"><script src="pkgdown.js"></script><link href="extra.css" rel="stylesheet"><script src="extra.js"></script><meta property="og:title" content="License"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-title-body">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="contents col-md-9">
@@ -202,26 +202,7 @@ <h1>License</h1>
     </div>
 
 <pre>YEAR: 2016
-COPYRIGHT HOLDER: David Jenkins and W. Evan Johnson
-
-The MIT License (MIT) (http://opensource.org/licenses/MIT)
-
-Permission is hereby granted, free of charge, to any person obtaining a copy of
-this software and associated documentation files (the "Software"), to deal in
-the Software without restriction, including without limitation the rights to
-use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
-the Software, and to permit persons to whom the Software is furnished to do so,
-subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
-FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
-COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
-IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
-CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+COPYRIGHT HOLDER: David Jenkins, W. Evan Johnson, and Joshua D. Campbell
 </pre>
 
   </div>
@@ -239,15 +220,15 @@ <h1>License</h1>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/articles/01_import_and_qc_tutorial.html b/docs/articles/01_import_and_qc_tutorial.html
index 205ccfb0a..c94bc7d59 100644
--- a/docs/articles/01_import_and_qc_tutorial.html
+++ b/docs/articles/01_import_and_qc_tutorial.html
@@ -6,21 +6,20 @@
 <meta http-equiv="X-UA-Compatible" content="IE=edge">
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
 <title>Importing and Quality Control Tutorial - PBMC3K • singleCellTK</title>
-<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
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-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
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diff --git a/docs/articles/02_a_la_carte_workflow.html b/docs/articles/02_a_la_carte_workflow.html
index bb44f1a58..63b3cac2d 100644
--- a/docs/articles/02_a_la_carte_workflow.html
+++ b/docs/articles/02_a_la_carte_workflow.html
@@ -6,21 +6,20 @@
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-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
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@@ -43,7 +42,7 @@
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@@ -699,23 +698,25 @@ <h2 id="marker-detection">Marker Detection<a class="anchor" aria-label="anchor"
 <span>                                    maxCtrlExprPerc <span class="op">=</span> <span class="fl">0.5</span>, minMeanExpr <span class="op">=</span> <span class="fl">0</span><span class="op">)</span></span>
 <span><span class="va">topMarkers</span></span></code></pre></div>
 <pre><code><span><span class="co">##           Gene   Log2_FC        Pvalue           FDR cluster clusterExprPerc</span></span>
-<span><span class="co">## 8764      IL7R 0.7697338  9.053691e-69  2.279998e-65       1       0.7212885</span></span>
-<span><span class="co">## 1956    S100A9 4.3853548 2.397248e-207 3.924055e-203       2       0.9977064</span></span>
-<span><span class="co">## 269581    CCR7 0.6150976  1.881449e-41  9.332559e-39       3       0.5688312</span></span>
-<span><span class="co">## 106781 HLA-DRA 3.2752984 1.682895e-182 2.754731e-178       4       1.0000000</span></span>
-<span><span class="co">## 26825     CCL5 3.0878935 2.507059e-148 8.207610e-144       5       0.9712644</span></span>
-<span><span class="co">## 106091    LST1 2.8683989  1.038405e-98  1.133177e-94       6       1.0000000</span></span>
-<span><span class="co">## 310761    NKG7 4.2435780  8.853054e-82  2.898313e-77       7       1.0000000</span></span>
-<span><span class="co">## 288182    CST3 3.2975861  2.221917e-16  1.039159e-12       8       1.0000000</span></span>
-<span><span class="co">## 7697      PPBP 5.9620589  9.423341e-07  2.504757e-03       9       1.0000000</span></span>
+<span><span class="co">## 1956    S100A9 4.3918388 1.231801e-205 2.016334e-201       1       0.9976852</span></span>
+<span><span class="co">## 26958     CCR7 0.6107894  7.062217e-41  3.400042e-38       2       0.5662338</span></span>
+<span><span class="co">## 87641     IL7R 0.6949784  1.462605e-36  1.294129e-33       3       0.7493404</span></span>
+<span><span class="co">## 26825     CCL5 3.0724416 1.407334e-149 4.607331e-145       4       0.9715909</span></span>
+<span><span class="co">## 106781 HLA-DRA 3.2851089 6.201038e-183 1.015048e-178       5       1.0000000</span></span>
+<span><span class="co">## 16364      CD2 0.5344754  6.223183e-26  2.263717e-22       6       0.6377246</span></span>
+<span><span class="co">## 106091    LST1 2.8798261 3.464220e-101  3.780388e-97       7       1.0000000</span></span>
+<span><span class="co">## 310761    NKG7 4.2518808  8.025412e-81  2.627359e-76       8       1.0000000</span></span>
+<span><span class="co">## 288182    CST3 3.2975861  2.221917e-16  1.039159e-12       9       1.0000000</span></span>
+<span><span class="co">## 7697      PPBP 5.9620589  9.423341e-07  2.504757e-03      10       1.0000000</span></span>
 <span><span class="co">##        ControlExprPerc clusterAveExpr</span></span>
-<span><span class="co">## 8764        0.28698380      1.1880037</span></span>
-<span><span class="co">## 1956        0.23094477      4.7335694</span></span>
-<span><span class="co">## 269581      0.13380910      0.7705352</span></span>
-<span><span class="co">## 106781      0.49538867      4.4065968</span></span>
-<span><span class="co">## 26825       0.21676174      3.4664459</span></span>
-<span><span class="co">## 106091      0.30477759      3.4541085</span></span>
-<span><span class="co">## 310761      0.25717752      4.7869642</span></span>
+<span><span class="co">## 1956        0.23234624      4.7456645</span></span>
+<span><span class="co">## 26958       0.13425513      0.7668583</span></span>
+<span><span class="co">## 87641       0.34697509      1.2221913</span></span>
+<span><span class="co">## 26825       0.21538462      3.4483627</span></span>
+<span><span class="co">## 106781      0.49561018      4.4163508</span></span>
+<span><span class="co">## 16364       0.27387702      0.8940661</span></span>
+<span><span class="co">## 106091      0.30363036      3.4602852</span></span>
+<span><span class="co">## 310761      0.25777778      4.7980173</span></span>
 <span><span class="co">## 288182      0.39113680      4.3717555</span></span>
 <span><span class="co">## 7697        0.02406417      5.9894455</span></span></code></pre>
 <p>For visualization, SCTK has a specific heatmap plotting function for
@@ -970,20 +971,6 @@ <h2 id="differential-abundance">Differential Abundance<a class="anchor" aria-lab
 <tbody>
 <tr class="odd">
 <td align="left">1</td>
-<td align="left">707</td>
-<td align="left">729</td>
-<td align="left">0</td>
-<td align="left">151</td>
-<td align="left">0.492340</td>
-<td align="left">0.508</td>
-<td align="left">0.00000</td>
-<td align="left">1.000</td>
-<td align="left">Inf</td>
-<td align="left">6.28e-42</td>
-<td align="left">2.83e-41</td>
-</tr>
-<tr class="even">
-<td align="left">2</td>
 <td align="left">1</td>
 <td align="left">1435</td>
 <td align="left">0</td>
@@ -996,8 +983,8 @@ <h2 id="differential-abundance">Differential Abundance<a class="anchor" aria-lab
 <td align="left">1.00e+00</td>
 <td align="left">1.00e+00</td>
 </tr>
-<tr class="odd">
-<td align="left">3</td>
+<tr class="even">
+<td align="left">2</td>
 <td align="left">378</td>
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 <td align="left">1</td>
@@ -1008,10 +995,38 @@ <h2 id="differential-abundance">Differential Abundance<a class="anchor" aria-lab
 <td align="left">0.993</td>
 <td align="left">53.54253</td>
 <td align="left">9.54e-18</td>
-<td align="left">2.86e-17</td>
+<td align="left">3.18e-17</td>
+</tr>
+<tr class="odd">
+<td align="left">3</td>
+<td align="left">373</td>
+<td align="left">1063</td>
+<td align="left">0</td>
+<td align="left">151</td>
+<td align="left">0.259749</td>
+<td align="left">0.740</td>
+<td align="left">0.00000</td>
+<td align="left">1.000</td>
+<td align="left">Inf</td>
+<td align="left">4.63e-19</td>
+<td align="left">2.31e-18</td>
 </tr>
 <tr class="even">
 <td align="left">4</td>
+<td align="left">327</td>
+<td align="left">1109</td>
+<td align="left">20</td>
+<td align="left">131</td>
+<td align="left">0.227716</td>
+<td align="left">0.772</td>
+<td align="left">0.13245</td>
+<td align="left">0.868</td>
+<td align="left">1.93065</td>
+<td align="left">6.86e-03</td>
+<td align="left">1.37e-02</td>
+</tr>
+<tr class="odd">
+<td align="left">5</td>
 <td align="left">4</td>
 <td align="left">1432</td>
 <td align="left">0</td>
@@ -1024,22 +1039,22 @@ <h2 id="differential-abundance">Differential Abundance<a class="anchor" aria-lab
 <td align="left">1.00e+00</td>
 <td align="left">1.00e+00</td>
 </tr>
-<tr class="odd">
-<td align="left">5</td>
-<td align="left">324</td>
-<td align="left">1112</td>
-<td align="left">19</td>
-<td align="left">132</td>
-<td align="left">0.225627</td>
-<td align="left">0.774</td>
-<td align="left">0.12583</td>
-<td align="left">0.874</td>
-<td align="left">2.02348</td>
-<td align="left">3.55e-03</td>
-<td align="left">7.99e-03</td>
-</tr>
 <tr class="even">
 <td align="left">6</td>
+<td align="left">332</td>
+<td align="left">1104</td>
+<td align="left">0</td>
+<td align="left">151</td>
+<td align="left">0.231198</td>
+<td align="left">0.769</td>
+<td align="left">0.00000</td>
+<td align="left">1.000</td>
+<td align="left">Inf</td>
+<td align="left">7.12e-17</td>
+<td align="left">1.78e-16</td>
+</tr>
+<tr class="odd">
+<td align="left">7</td>
 <td align="left">0</td>
 <td align="left">1436</td>
 <td align="left">0</td>
@@ -1052,22 +1067,22 @@ <h2 id="differential-abundance">Differential Abundance<a class="anchor" aria-lab
 <td align="left">1.00e+00</td>
 <td align="left">1.00e+00</td>
 </tr>
-<tr class="odd">
-<td align="left">7</td>
-<td align="left">22</td>
-<td align="left">1414</td>
-<td align="left">131</td>
-<td align="left">20</td>
-<td align="left">0.015320</td>
-<td align="left">0.985</td>
-<td align="left">0.86755</td>
-<td align="left">0.132</td>
-<td align="left">0.00242</td>
-<td align="left">7.29e-145</td>
-<td align="left">6.56e-144</td>
-</tr>
 <tr class="even">
 <td align="left">8</td>
+<td align="left">21</td>
+<td align="left">1415</td>
+<td align="left">130</td>
+<td align="left">21</td>
+<td align="left">0.014624</td>
+<td align="left">0.985</td>
+<td align="left">0.86093</td>
+<td align="left">0.139</td>
+<td align="left">0.00244</td>
+<td align="left">6.26e-144</td>
+<td align="left">6.26e-143</td>
+</tr>
+<tr class="odd">
+<td align="left">9</td>
 <td align="left">0</td>
 <td align="left">1436</td>
 <td align="left">0</td>
@@ -1080,8 +1095,8 @@ <h2 id="differential-abundance">Differential Abundance<a class="anchor" aria-lab
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-<tr class="odd">
-<td align="left">9</td>
+<tr class="even">
+<td align="left">10</td>
 <td align="left">0</td>
 <td align="left">1436</td>
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@@ -1253,9 +1268,7 @@ <h3 id="performing-de-analysis-on-pathway-analysis-scores">Performing DE Analysi
 
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@@ -1268,16 +1281,16 @@ <h3 id="performing-de-analysis-on-pathway-analysis-scores">Performing DE Analysi
 
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diff --git a/docs/articles/2d_embedding.html b/docs/articles/2d_embedding.html
index 0d6c3253c..14f443697 100644
--- a/docs/articles/2d_embedding.html
+++ b/docs/articles/2d_embedding.html
@@ -6,21 +6,20 @@
 <meta http-equiv="X-UA-Compatible" content="IE=edge">
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
 <title>2D Embedding • singleCellTK</title>
-<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
+<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
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 <script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet">
 <script src="../extra.js"></script><meta property="og:title" content="2D Embedding">
-<meta property="og:description" content="singleCellTK">
 <!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <![endif]-->
 </head>
 <body data-spy="scroll" data-target="#toc">
-    
+
 
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       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -34,7 +33,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -43,7 +42,7 @@
 <li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -52,7 +51,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
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   <ul class="dropdown-menu" role="menu">
@@ -79,7 +78,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
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@@ -224,13 +223,13 @@
 <li>
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     <span class="fab fa-github fa-lg"></span>
-     
+
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 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
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 </li>
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@@ -241,7 +240,7 @@
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 <!--/.navbar -->
 
-      
+
 
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   <div class="col-md-9 contents">
@@ -469,9 +468,7 @@ <h2 class="unnumbered" id="references">References<a class="anchor" aria-label="a
 
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
 
-        <nav id="toc" data-toggle="toc"><h2 data-toc-skip>Contents</h2>
-    </nav>
-</div>
+      </div>
 
 </div>
 
@@ -484,16 +481,16 @@ <h2 class="unnumbered" id="references">References<a class="anchor" aria-label="a
 
 <div class="pkgdown">
   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
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 </div>
 
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diff --git a/docs/articles/2d_embedding_files/figure-html/dm_console_example-1.png b/docs/articles/2d_embedding_files/figure-html/dm_console_example-1.png
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diff --git a/docs/articles/batch_correction.html b/docs/articles/batch_correction.html
index 8a6fc5e2d..680bca2a8 100644
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+++ b/docs/articles/batch_correction.html
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@@ -34,7 +33,7 @@
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       <span class="navbar-brand">
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-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
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@@ -43,7 +42,7 @@
 <li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
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@@ -52,7 +51,7 @@
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@@ -79,7 +78,7 @@
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@@ -224,13 +223,13 @@
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@@ -241,7 +240,7 @@
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@@ -462,10 +461,10 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 <span><span class="co">## dim: 800 800 </span></span>
 <span><span class="co">## metadata(1): assayType</span></span>
 <span><span class="co">## assays(2): counts logcounts</span></span>
-<span><span class="co">## rownames(800): CHPT1 SLC15A4 ... ZFAND2B LINC01473</span></span>
+<span><span class="co">## rownames(800): MRPS16 POLR2L ... TP53INP2 ABT1</span></span>
 <span><span class="co">## rowData names(5): rownames ENSEMBL_ID Symbol_TENx Symbol expPerc</span></span>
-<span><span class="co">## colnames(800): pbmc6k_ACGTTACTAGCCAT-1 pbmc8k_ATTGGACTCTCGAGTA-1 ...</span></span>
-<span><span class="co">##   pbmc8k_GCAAACTCAGGTCCAC-1 pbmc6k_GCGAGCACCTCAAG-1</span></span>
+<span><span class="co">## colnames(800): pbmc8k_TGTGTTTTCTACTCAT-1 pbmc8k_CTGGTCTGTGCCTTGG-1 ...</span></span>
+<span><span class="co">##   pbmc8k_GGAATAATCATGCTCC-1 pbmc6k_AATTACGAACCTTT-1</span></span>
 <span><span class="co">## colData names(14): rownames Sample ... sample sizeFactor</span></span>
 <span><span class="co">## reducedDimNames(0):</span></span>
 <span><span class="co">## mainExpName: NULL</span></span>
@@ -487,10 +486,10 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 <span><span class="co">## dim: 800 800 </span></span>
 <span><span class="co">## metadata(2): assayType batchCorr</span></span>
 <span><span class="co">## assays(3): counts logcounts LIMMA</span></span>
-<span><span class="co">## rownames(800): CHPT1 SLC15A4 ... ZFAND2B LINC01473</span></span>
+<span><span class="co">## rownames(800): MRPS16 POLR2L ... TP53INP2 ABT1</span></span>
 <span><span class="co">## rowData names(5): rownames ENSEMBL_ID Symbol_TENx Symbol expPerc</span></span>
-<span><span class="co">## colnames(800): pbmc6k_ACGTTACTAGCCAT-1 pbmc8k_ATTGGACTCTCGAGTA-1 ...</span></span>
-<span><span class="co">##   pbmc8k_GCAAACTCAGGTCCAC-1 pbmc6k_GCGAGCACCTCAAG-1</span></span>
+<span><span class="co">## colnames(800): pbmc8k_TGTGTTTTCTACTCAT-1 pbmc8k_CTGGTCTGTGCCTTGG-1 ...</span></span>
+<span><span class="co">##   pbmc8k_GGAATAATCATGCTCC-1 pbmc6k_AATTACGAACCTTT-1</span></span>
 <span><span class="co">## colData names(14): rownames Sample ... sample sizeFactor</span></span>
 <span><span class="co">## reducedDimNames(0):</span></span>
 <span><span class="co">## mainExpName: NULL</span></span>
@@ -733,9 +732,7 @@ <h2 class="unnumbered" id="references">References<a class="anchor" aria-label="a
 
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-        <nav id="toc" data-toggle="toc"><h2 data-toc-skip>Contents</h2>
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+      </div>
 
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@@ -748,16 +745,16 @@ <h2 class="unnumbered" id="references">References<a class="anchor" aria-label="a
 
 <div class="pkgdown">
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-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
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diff --git a/docs/articles/clustering.html b/docs/articles/clustering.html
index 43b178a42..4ea7789db 100644
--- a/docs/articles/clustering.html
+++ b/docs/articles/clustering.html
@@ -6,21 +6,20 @@
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 <meta name="viewport" content="width=device-width, initial-scale=1.0">
 <title>Clustering • singleCellTK</title>
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+<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
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 <script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet">
 <script src="../extra.js"></script><meta property="og:title" content="Clustering">
-<meta property="og:description" content="singleCellTK">
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-    
+
 
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@@ -34,7 +33,7 @@
       </button>
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-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
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@@ -43,7 +42,7 @@
 <li>
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+
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@@ -52,7 +51,7 @@
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     Tutorials
-     
+
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@@ -79,7 +78,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
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   <ul class="dropdown-menu" role="menu">
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     <span class="fab fa-github fa-lg"></span>
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+
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-     
+
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@@ -241,7 +240,7 @@
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@@ -560,7 +559,7 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 <span><span class="va">pca</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/pkg/SingleCellExperiment/man/reducedDims.html" class="external-link">reducedDim</a></span><span class="op">(</span><span class="va">sce</span>, <span class="st">"PCA"</span><span class="op">)</span><span class="op">[</span>,<span class="fl">1</span><span class="op">:</span><span class="fl">10</span><span class="op">]</span></span>
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+<span><span class="va">new_pca</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://mojaveazure.github.io/seurat-object/reference/CreateDimReducObject.html" class="external-link">CreateDimReducObject</a></span><span class="op">(</span>embeddings <span class="op">=</span> <span class="va">pca</span>, assay <span class="op">=</span> <span class="st">"RNA"</span>, stdev <span class="op">=</span> <span class="va">stdev</span>, key <span class="op">=</span> <span class="st">"PC_"</span><span class="op">)</span></span>
 <span><span class="co"># Then we can take the Seurat Curated Workflow independent dimension </span></span>
 <span><span class="co"># reduction as an input. </span></span>
 <span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/runSeuratFindClusters.html">runSeuratFindClusters</a></span><span class="op">(</span><span class="va">sce</span>, externalReduction <span class="op">=</span> <span class="va">new_pca</span><span class="op">)</span></span>
@@ -634,9 +633,7 @@ <h2 class="unnumbered" id="references">References<a class="anchor" aria-label="a
 
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
 
-        <nav id="toc" data-toggle="toc"><h2 data-toc-skip>Contents</h2>
-    </nav>
-</div>
+      </div>
 
 </div>
 
@@ -649,16 +646,16 @@ <h2 class="unnumbered" id="references">References<a class="anchor" aria-label="a
 
 <div class="pkgdown">
   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer>
 </div>
 
-  
 
 
-  
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+
 
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diff --git a/docs/articles/cmd_qc.html b/docs/articles/cmd_qc.html
index 7d7b2fb72..ca7987772 100644
--- a/docs/articles/cmd_qc.html
+++ b/docs/articles/cmd_qc.html
@@ -6,21 +6,20 @@
 <meta http-equiv="X-UA-Compatible" content="IE=edge">
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
 <title>Generation of comprehensive quality control metrics with SCTK • singleCellTK</title>
-<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
+<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
 <script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css">
 <script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
 <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous">
 <!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet">
 <script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet">
 <script src="../extra.js"></script><meta property="og:title" content="Generation of comprehensive quality control metrics with SCTK">
-<meta property="og:description" content="singleCellTK">
 <!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]-->
 </head>
 <body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-article">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -34,7 +33,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -43,7 +42,7 @@
 <li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -52,7 +51,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
@@ -79,7 +78,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
@@ -224,13 +223,13 @@
 <li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul>
@@ -241,7 +240,7 @@
 </div>
 <!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -345,12 +344,12 @@ <h4 id="installing-docker">Installing docker<a class="anchor" aria-label="anchor
 <h4 id="running-sctk-qc-pipeline-using-docker-image">Running SCTK-QC pipeline using docker image<a class="anchor" aria-label="anchor" href="#running-sctk-qc-pipeline-using-docker-image"></a>
 </h4>
 <p>The Docker image can be obtained by running:</p>
-<pre><code>docker pull campbio/sctk_qc:2.14.0</code></pre>
+<pre><code>docker pull campbio/sctk_qc:2.16.1</code></pre>
 <p>The usage of each argument is the same as running command line
 analysis. Here is an example code to perform QC on CellRangerV3 data
 with SCTK docker:</p>
 <pre><code>docker run --rm -v /path/to/data:/SCTK_docker \
-  -it campbio/sctk_qc:2.14.0 \
+  -it campbio/sctk_qc:2.16.1 \
   -b /SCTK_docker/cellranger_folder \
   -P CellRangerV3 \
   -s SampleName \
@@ -377,7 +376,7 @@ <h4 id="running-sctk-qc-pipeline-docker-image-with-singularity">Running SCTK-QC
 before can install it following the instruction <a href="https://sylabs.io/guides/3.1/user-guide/installation.html" class="external-link">here</a>.
 The Singularity image for SCTK-QC can be easily built using Docker Hub
 as a source:</p>
-<pre><code>singularity pull docker://campbio/sctk_qc:2.14.0</code></pre>
+<pre><code>singularity pull docker://campbio/sctk_qc:2.16.1</code></pre>
 <p>The usage of singleCellTK Singularity image is very similar to that
 of Docker. In Singularity 3.0+, the mount volume is <a href="https://sylabs.io/guides/3.1/user-guide/bind_paths_and_mounts.html" class="external-link">automatically
 overlaid</a>.</p>
@@ -396,7 +395,7 @@ <h4 id="running-sctk-qc-pipeline-docker-image-with-singularity">Running SCTK-QC
 used to store the output of QC pipeline. The example is shown as
 below:</p>
 <pre><code>singularity run --home=/PathToSanitizedHome \
-  --bind /PathToData:/data sctk_qc_2.14.0.sif \
+  --bind /PathToData:/data sctk_qc_2.16.1.sif \
   -b /SCTK_docker/cellranger_folder \
   -P CellRangerV3 \
   -s SampleName \
@@ -426,7 +425,7 @@ <h4 id="important-note-about-docker-image">Important note about docker image<a c
 #$ -l cpu_arch=broadwell|haswell|skylake|cascadelake
 
 singularity run --home=/PathToSanitizedHome  ### this also works for 'docker run'
-  --bind /PathToData:/data sctk_qc_2.14.0.sif \
+  --bind /PathToData:/data sctk_qc_2.16.1.sif \
   -b /SCTK_docker/cellranger_folder \
   -P CellRangerV3 \
   -s SampleName \
@@ -1153,9 +1152,7 @@ <h4 id="ambient-rna-detection">Ambient RNA detection<a class="anchor" aria-label
 
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
 
-        <nav id="toc" data-toggle="toc"><h2 data-toc-skip>Contents</h2>
-    </nav>
-</div>
+      </div>
 
 </div>
 
@@ -1168,16 +1165,16 @@ <h4 id="ambient-rna-detection">Ambient RNA detection<a class="anchor" aria-label
 
 <div class="pkgdown">
   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer>
 </div>
 
-  
 
 
-  
+
+
 
   </body>
 </html>
diff --git a/docs/articles/cnsl_cellqc.html b/docs/articles/cnsl_cellqc.html
index 37eb363dd..32d0cbfe4 100644
--- a/docs/articles/cnsl_cellqc.html
+++ b/docs/articles/cnsl_cellqc.html
@@ -6,21 +6,20 @@
 <meta http-equiv="X-UA-Compatible" content="IE=edge">
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
 <title>Quality Control for cell-level data • singleCellTK</title>
-<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
+<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
 <script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css">
 <script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
 <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous">
 <!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet">
 <script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet">
 <script src="../extra.js"></script><meta property="og:title" content="Quality Control for cell-level data">
-<meta property="og:description" content="singleCellTK">
 <!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]-->
 </head>
 <body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-article">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -34,7 +33,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -43,7 +42,7 @@
 <li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -52,7 +51,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
@@ -79,7 +78,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
@@ -224,13 +223,13 @@
 <li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul>
@@ -241,7 +240,7 @@
 </div>
 <!--/.navbar -->
 
-      
+
 
       </header><script src="cnsl_cellqc_files/kePrint-0.0.1/kePrint.js"></script><link href="cnsl_cellqc_files/lightable-0.0.1/lightable.css" rel="stylesheet">
 <div class="row">
@@ -369,7 +368,7 @@ <h3 id="run-cellqc">Run CellQC<a class="anchor" aria-label="anchor" href="#run-c
 <span><span class="co">## Overall doublet rate:</span></span>
 <span><span class="co">##  Expected   = 10.0%</span></span>
 <span><span class="co">##  Estimated  = 3.0%</span></span>
-<span><span class="co">## Elapsed time: 2.6 seconds</span></span>
+<span><span class="co">## Elapsed time: 3.7 seconds</span></span>
 <span><span class="co">## Preprocessing...</span></span>
 <span><span class="co">## Simulating doublets...</span></span>
 <span><span class="co">## Embedding transcriptomes using PCA...</span></span>
@@ -380,7 +379,7 @@ <h3 id="run-cellqc">Run CellQC<a class="anchor" aria-label="anchor" href="#run-c
 <span><span class="co">## Overall doublet rate:</span></span>
 <span><span class="co">##  Expected   = 10.0%</span></span>
 <span><span class="co">##  Estimated  = 4.8%</span></span>
-<span><span class="co">## Elapsed time: 6.6 seconds</span></span></code></pre>
+<span><span class="co">## Elapsed time: 7.4 seconds</span></span></code></pre>
 <p><br> If users choose to only run a specific set of algorithms, they
 can specify which to run with the <code>algorithms</code> parameter. By
 default, the <code><a href="../reference/runCellQC.html">runCellQC()</a></code> will run <code>"QCMetrics"</code>,
@@ -610,13 +609,13 @@ <h3 id="run-cellqc">Run CellQC<a class="anchor" aria-label="anchor" href="#run-c
 Singlet
 </td>
 <td style="text-align:right;">
-0.0573566
+0.0463075
 </td>
 <td style="text-align:right;">
-0.7966514
+0.7311433
 </td>
 <td style="text-align:right;">
-0.1272208
+0.1416335
 </td>
 <td style="text-align:right;">
 0.0138889
@@ -741,13 +740,13 @@ <h3 id="run-cellqc">Run CellQC<a class="anchor" aria-label="anchor" href="#run-c
 Singlet
 </td>
 <td style="text-align:right;">
-0.4663909
+0.2857276
 </td>
 <td style="text-align:right;">
-0.5632351
+0.5029756
 </td>
 <td style="text-align:right;">
-0.3518394
+0.3474459
 </td>
 <td style="text-align:right;">
 0.1527778
@@ -970,8 +969,8 @@ <h4 id="generating-a-summary-statistic-table">Generating a summary statistic tab
 <span><span class="co">## Median features detected                                817.0000  716.0000</span></span>
 <span><span class="co">## Scrublet - Number of doublets                             0.0000    0.0000</span></span>
 <span><span class="co">## Scrublet - Percentage of doublets                         0.0000    0.0000</span></span>
-<span><span class="co">## scDblFinder - Number of doublets                         95.0000  263.0000</span></span>
-<span><span class="co">## scDblFinder - Percentage of doublets                      3.5200    4.8500</span></span>
+<span><span class="co">## scDblFinder - Number of doublets                        121.0000  248.0000</span></span>
+<span><span class="co">## scDblFinder - Percentage of doublets                      4.4800    4.5800</span></span>
 <span><span class="co">## DoubletFinder - Number of doublets, Resolution 1.5      202.0000  406.0000</span></span>
 <span><span class="co">## DoubletFinder - Percentage of doublets, Resolution 1.5    7.4800    7.4900</span></span>
 <span><span class="co">## CXDS - Number of doublets                               132.0000  294.0000</span></span>
@@ -990,8 +989,8 @@ <h4 id="generating-a-summary-statistic-table">Generating a summary statistic tab
 <span><span class="co">## Median features detected                                  750.0000</span></span>
 <span><span class="co">## Scrublet - Number of doublets                               0.0000</span></span>
 <span><span class="co">## Scrublet - Percentage of doublets                           0.0000</span></span>
-<span><span class="co">## scDblFinder - Number of doublets                          358.0000</span></span>
-<span><span class="co">## scDblFinder - Percentage of doublets                        4.4100</span></span>
+<span><span class="co">## scDblFinder - Number of doublets                          369.0000</span></span>
+<span><span class="co">## scDblFinder - Percentage of doublets                        4.5400</span></span>
 <span><span class="co">## DoubletFinder - Number of doublets, Resolution 1.5        608.0000</span></span>
 <span><span class="co">## DoubletFinder - Percentage of doublets, Resolution 1.5      7.4900</span></span>
 <span><span class="co">## CXDS - Number of doublets                                 426.0000</span></span>
@@ -1473,13 +1472,13 @@ <h3 id="filtering-the-dataset">Filtering the dataset<a class="anchor" aria-label
 </blockquote>
  <details><summary><b>Session Information</b></summary><div class="sourceCode" id="cb45"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/sessionInfo.html" class="external-link">sessionInfo</a></span><span class="op">(</span><span class="op">)</span></span></code></pre></div>
-<pre><code><span><span class="co">## R version 4.3.3 (2024-02-29)</span></span>
-<span><span class="co">## Platform: x86_64-apple-darwin20 (64-bit)</span></span>
-<span><span class="co">## Running under: macOS Sonoma 14.4.1</span></span>
+<pre><code><span><span class="co">## R version 4.4.2 (2024-10-31)</span></span>
+<span><span class="co">## Platform: x86_64-apple-darwin20</span></span>
+<span><span class="co">## Running under: macOS Sequoia 15.3</span></span>
 <span><span class="co">## </span></span>
 <span><span class="co">## Matrix products: default</span></span>
-<span><span class="co">## BLAS:   /Library/Frameworks/R.framework/Versions/4.3-x86_64/Resources/lib/libRblas.0.dylib </span></span>
-<span><span class="co">## LAPACK: /Library/Frameworks/R.framework/Versions/4.3-x86_64/Resources/lib/libRlapack.dylib;  LAPACK version 3.11.0</span></span>
+<span><span class="co">## BLAS:   /Library/Frameworks/R.framework/Versions/4.4-x86_64/Resources/lib/libRblas.0.dylib </span></span>
+<span><span class="co">## LAPACK: /Library/Frameworks/R.framework/Versions/4.4-x86_64/Resources/lib/libRlapack.dylib;  LAPACK version 3.12.0</span></span>
 <span><span class="co">## </span></span>
 <span><span class="co">## locale:</span></span>
 <span><span class="co">## [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8</span></span>
@@ -1492,123 +1491,126 @@ <h3 id="filtering-the-dataset">Filtering the dataset<a class="anchor" aria-label
 <span><span class="co">## [8] base     </span></span>
 <span><span class="co">## </span></span>
 <span><span class="co">## other attached packages:</span></span>
-<span><span class="co">##  [1] TENxPBMCData_1.20.0         HDF5Array_1.30.1           </span></span>
-<span><span class="co">##  [3] rhdf5_2.46.1                dplyr_1.1.4                </span></span>
-<span><span class="co">##  [5] singleCellTK_2.14.0         DelayedArray_0.28.0        </span></span>
-<span><span class="co">##  [7] SparseArray_1.2.4           S4Arrays_1.2.1             </span></span>
-<span><span class="co">##  [9] abind_1.4-5                 Matrix_1.6-5               </span></span>
-<span><span class="co">## [11] SingleCellExperiment_1.24.0 SummarizedExperiment_1.32.0</span></span>
-<span><span class="co">## [13] Biobase_2.62.0              GenomicRanges_1.54.1       </span></span>
-<span><span class="co">## [15] GenomeInfoDb_1.38.8         IRanges_2.36.0             </span></span>
-<span><span class="co">## [17] S4Vectors_0.40.2            BiocGenerics_0.48.1        </span></span>
-<span><span class="co">## [19] MatrixGenerics_1.14.0       matrixStats_1.3.0          </span></span>
+<span><span class="co">##  [1] TENxPBMCData_1.24.0         HDF5Array_1.34.0           </span></span>
+<span><span class="co">##  [3] rhdf5_2.50.2                dplyr_1.1.4                </span></span>
+<span><span class="co">##  [5] singleCellTK_2.16.1         DelayedArray_0.32.0        </span></span>
+<span><span class="co">##  [7] SparseArray_1.6.1           S4Arrays_1.6.0             </span></span>
+<span><span class="co">##  [9] abind_1.4-8                 Matrix_1.7-2               </span></span>
+<span><span class="co">## [11] SingleCellExperiment_1.28.1 SummarizedExperiment_1.36.0</span></span>
+<span><span class="co">## [13] Biobase_2.66.0              GenomicRanges_1.58.0       </span></span>
+<span><span class="co">## [15] GenomeInfoDb_1.42.3         IRanges_2.40.1             </span></span>
+<span><span class="co">## [17] S4Vectors_0.44.0            BiocGenerics_0.52.0        </span></span>
+<span><span class="co">## [19] MatrixGenerics_1.18.1       matrixStats_1.5.0          </span></span>
 <span><span class="co">## </span></span>
 <span><span class="co">## loaded via a namespace (and not attached):</span></span>
-<span><span class="co">##   [1] spatstat.sparse_3.0-3         fs_1.6.4                     </span></span>
-<span><span class="co">##   [3] bitops_1.0-7                  doParallel_1.0.17            </span></span>
-<span><span class="co">##   [5] httr_1.4.7                    RColorBrewer_1.1-3           </span></span>
-<span><span class="co">##   [7] sctransform_0.4.1             tools_4.3.3                  </span></span>
-<span><span class="co">##   [9] utf8_1.2.4                    R6_2.5.1                     </span></span>
-<span><span class="co">##  [11] lazyeval_0.2.2                uwot_0.2.2                   </span></span>
-<span><span class="co">##  [13] rhdf5filters_1.14.1           withr_3.0.0                  </span></span>
-<span><span class="co">##  [15] sp_2.1-4                      gridExtra_2.3                </span></span>
-<span><span class="co">##  [17] progressr_0.14.0              cli_3.6.2                    </span></span>
-<span><span class="co">##  [19] textshaping_0.3.7             spatstat.explore_3.2-7       </span></span>
-<span><span class="co">##  [21] fastDummies_1.7.3             enrichR_3.2                  </span></span>
-<span><span class="co">##  [23] labeling_0.4.3                eds_1.4.0                    </span></span>
-<span><span class="co">##  [25] sass_0.4.9                    Seurat_5.0.3                 </span></span>
-<span><span class="co">##  [27] spatstat.data_3.0-4           ggridges_0.5.6               </span></span>
-<span><span class="co">##  [29] pbapply_1.7-2                 pkgdown_2.0.7                </span></span>
-<span><span class="co">##  [31] Rsamtools_2.18.0              systemfonts_1.0.6            </span></span>
-<span><span class="co">##  [33] dbscan_1.1-12                 svglite_2.1.3                </span></span>
-<span><span class="co">##  [35] R.utils_2.12.3                scater_1.30.1                </span></span>
-<span><span class="co">##  [37] WriteXLS_6.5.0                parallelly_1.37.1            </span></span>
-<span><span class="co">##  [39] maps_3.4.2                    limma_3.58.1                 </span></span>
-<span><span class="co">##  [41] rstudioapi_0.16.0             RSQLite_2.3.6                </span></span>
-<span><span class="co">##  [43] FNN_1.1.4                     generics_0.1.3               </span></span>
-<span><span class="co">##  [45] BiocIO_1.12.0                 combinat_0.0-8               </span></span>
-<span><span class="co">##  [47] spatstat.random_3.2-3         ica_1.0-3                    </span></span>
-<span><span class="co">##  [49] ggbeeswarm_0.7.2              fansi_1.0.6                  </span></span>
-<span><span class="co">##  [51] R.methodsS3_1.8.2             lifecycle_1.0.4              </span></span>
-<span><span class="co">##  [53] SoupX_1.6.2                   yaml_2.3.8                   </span></span>
-<span><span class="co">##  [55] edgeR_4.0.16                  BiocFileCache_2.10.2         </span></span>
-<span><span class="co">##  [57] Rtsne_0.17                    grid_4.3.3                   </span></span>
-<span><span class="co">##  [59] blob_1.2.4                    promises_1.3.0               </span></span>
-<span><span class="co">##  [61] dqrng_0.3.2                   ExperimentHub_2.10.0         </span></span>
-<span><span class="co">##  [63] crayon_1.5.2                  miniUI_0.1.1.1               </span></span>
-<span><span class="co">##  [65] lattice_0.22-5                beachmat_2.18.1              </span></span>
-<span><span class="co">##  [67] cowplot_1.1.3                 annotate_1.80.0              </span></span>
-<span><span class="co">##  [69] KEGGREST_1.42.0               pillar_1.9.0                 </span></span>
-<span><span class="co">##  [71] knitr_1.46                    metapod_1.10.1               </span></span>
-<span><span class="co">##  [73] rjson_0.2.21                  celda_1.19.1                 </span></span>
-<span><span class="co">##  [75] xgboost_1.7.7.1               future.apply_1.11.2          </span></span>
-<span><span class="co">##  [77] codetools_0.2-19              leiden_0.4.3.1               </span></span>
-<span><span class="co">##  [79] glue_1.7.0                    data.table_1.15.4            </span></span>
-<span><span class="co">##  [81] vctrs_0.6.5                   png_0.1-8                    </span></span>
-<span><span class="co">##  [83] spam_2.10-0                   gtable_0.3.5                 </span></span>
-<span><span class="co">##  [85] cachem_1.0.8                  xfun_0.43                    </span></span>
-<span><span class="co">##  [87] mime_0.12                     DropletUtils_1.22.0          </span></span>
-<span><span class="co">##  [89] RcppEigen_0.3.4.0.0           GSVAdata_1.38.0              </span></span>
-<span><span class="co">##  [91] survival_3.5-8                iterators_1.0.14             </span></span>
-<span><span class="co">##  [93] fields_15.2                   statmod_1.5.0                </span></span>
-<span><span class="co">##  [95] bluster_1.12.0                interactiveDisplayBase_1.40.0</span></span>
-<span><span class="co">##  [97] fitdistrplus_1.1-11           ROCR_1.0-11                  </span></span>
-<span><span class="co">##  [99] nlme_3.1-164                  bit64_4.0.5                  </span></span>
-<span><span class="co">## [101] scds_1.18.0                   filelock_1.0.3               </span></span>
-<span><span class="co">## [103] RcppAnnoy_0.0.22              rprojroot_2.0.4              </span></span>
-<span><span class="co">## [105] bslib_0.7.0                   irlba_2.3.5.1                </span></span>
-<span><span class="co">## [107] vipor_0.4.7                   KernSmooth_2.23-22           </span></span>
-<span><span class="co">## [109] colorspace_2.1-0              DBI_1.2.2                    </span></span>
-<span><span class="co">## [111] tidyselect_1.2.1              bit_4.0.5                    </span></span>
-<span><span class="co">## [113] compiler_4.3.3                curl_5.2.1                   </span></span>
-<span><span class="co">## [115] graph_1.80.0                  BiocNeighbors_1.20.2         </span></span>
-<span><span class="co">## [117] xml2_1.3.6                    desc_1.4.3                   </span></span>
-<span><span class="co">## [119] plotly_4.10.4                 rtracklayer_1.62.0           </span></span>
-<span><span class="co">## [121] scales_1.3.0                  lmtest_0.9-40                </span></span>
-<span><span class="co">## [123] rappdirs_0.3.3                goftest_1.2-3                </span></span>
-<span><span class="co">## [125] stringr_1.5.1                 digest_0.6.35                </span></span>
-<span><span class="co">## [127] spatstat.utils_3.0-4          rmarkdown_2.26               </span></span>
-<span><span class="co">## [129] XVector_0.42.0                htmltools_0.5.8.1            </span></span>
-<span><span class="co">## [131] pkgconfig_2.0.3               sparseMatrixStats_1.14.0     </span></span>
-<span><span class="co">## [133] highr_0.10                    dbplyr_2.5.0                 </span></span>
-<span><span class="co">## [135] fastmap_1.1.1                 rlang_1.1.3                  </span></span>
-<span><span class="co">## [137] htmlwidgets_1.6.4             shiny_1.8.1.1                </span></span>
-<span><span class="co">## [139] DelayedMatrixStats_1.24.0     farver_2.1.1                 </span></span>
-<span><span class="co">## [141] jquerylib_0.1.4               zoo_1.8-12                   </span></span>
-<span><span class="co">## [143] jsonlite_1.8.8                BiocParallel_1.36.0          </span></span>
-<span><span class="co">## [145] R.oo_1.26.0                   BiocSingular_1.18.0          </span></span>
-<span><span class="co">## [147] RCurl_1.98-1.14               magrittr_2.0.3               </span></span>
-<span><span class="co">## [149] kableExtra_1.4.0              scuttle_1.12.0               </span></span>
-<span><span class="co">## [151] GenomeInfoDbData_1.2.11       dotCall64_1.1-1              </span></span>
-<span><span class="co">## [153] patchwork_1.2.0               Rhdf5lib_1.24.2              </span></span>
-<span><span class="co">## [155] munsell_0.5.1                 Rcpp_1.0.12                  </span></span>
-<span><span class="co">## [157] viridis_0.6.5                 reticulate_1.36.1            </span></span>
-<span><span class="co">## [159] pROC_1.18.5                   stringi_1.8.3                </span></span>
-<span><span class="co">## [161] MCMCprecision_0.4.0           zlibbioc_1.48.2              </span></span>
-<span><span class="co">## [163] MASS_7.3-60.0.1               AnnotationHub_3.10.1         </span></span>
-<span><span class="co">## [165] plyr_1.8.9                    parallel_4.3.3               </span></span>
-<span><span class="co">## [167] listenv_0.9.1                 ggrepel_0.9.5                </span></span>
-<span><span class="co">## [169] deldir_2.0-4                  scDblFinder_1.16.0           </span></span>
-<span><span class="co">## [171] Biostrings_2.70.3             splines_4.3.3                </span></span>
-<span><span class="co">## [173] tensor_1.5                    locfit_1.5-9.9               </span></span>
-<span><span class="co">## [175] igraph_2.0.3                  spatstat.geom_3.2-9          </span></span>
-<span><span class="co">## [177] RcppHNSW_0.6.0                reshape2_1.4.4               </span></span>
-<span><span class="co">## [179] ScaledMatrix_1.10.0           BiocVersion_3.18.1           </span></span>
-<span><span class="co">## [181] XML_3.99-0.16.1               evaluate_0.23                </span></span>
-<span><span class="co">## [183] SeuratObject_5.0.1            scran_1.30.2                 </span></span>
-<span><span class="co">## [185] BiocManager_1.30.22           foreach_1.5.2                </span></span>
-<span><span class="co">## [187] httpuv_1.6.15                 polyclip_1.10-6              </span></span>
-<span><span class="co">## [189] tidyr_1.3.1                   RANN_2.6.1                   </span></span>
-<span><span class="co">## [191] purrr_1.0.2                   scattermore_1.2              </span></span>
-<span><span class="co">## [193] future_1.33.2                 ggplot2_3.5.1                </span></span>
-<span><span class="co">## [195] rsvd_1.0.5                    xtable_1.8-4                 </span></span>
-<span><span class="co">## [197] restfulr_0.0.15               RSpectra_0.16-1              </span></span>
-<span><span class="co">## [199] later_1.3.2                   viridisLite_0.4.2            </span></span>
-<span><span class="co">## [201] ragg_1.3.0                    tibble_3.2.1                 </span></span>
-<span><span class="co">## [203] memoise_2.0.1                 beeswarm_0.4.0               </span></span>
-<span><span class="co">## [205] AnnotationDbi_1.64.1          GenomicAlignments_1.38.2     </span></span>
-<span><span class="co">## [207] cluster_2.1.6                 globals_0.16.3               </span></span>
-<span><span class="co">## [209] GSEABase_1.64.0               here_1.0.1</span></span></code></pre>
+<span><span class="co">##   [1] spatstat.sparse_3.1-0     fs_1.6.5                 </span></span>
+<span><span class="co">##   [3] bitops_1.0-9              httr_1.4.7               </span></span>
+<span><span class="co">##   [5] RColorBrewer_1.1-3        doParallel_1.0.17        </span></span>
+<span><span class="co">##   [7] sctransform_0.4.1         tools_4.4.2              </span></span>
+<span><span class="co">##   [9] R6_2.6.0                  lazyeval_0.2.2           </span></span>
+<span><span class="co">##  [11] uwot_0.2.2                rhdf5filters_1.18.0      </span></span>
+<span><span class="co">##  [13] GetoptLong_1.0.5          withr_3.0.2              </span></span>
+<span><span class="co">##  [15] sp_2.2-0                  gridExtra_2.3            </span></span>
+<span><span class="co">##  [17] progressr_0.15.1          cli_3.6.3                </span></span>
+<span><span class="co">##  [19] textshaping_1.0.0         spatstat.explore_3.3-4   </span></span>
+<span><span class="co">##  [21] fastDummies_1.7.5         enrichR_3.4              </span></span>
+<span><span class="co">##  [23] labeling_0.4.3            eds_1.8.0                </span></span>
+<span><span class="co">##  [25] sass_0.4.9                Seurat_5.2.1             </span></span>
+<span><span class="co">##  [27] spatstat.data_3.1-4       ggridges_0.5.6           </span></span>
+<span><span class="co">##  [29] pbapply_1.7-2             pkgdown_2.1.1            </span></span>
+<span><span class="co">##  [31] Rsamtools_2.22.0          systemfonts_1.2.1        </span></span>
+<span><span class="co">##  [33] dbscan_1.2.2              svglite_2.1.3            </span></span>
+<span><span class="co">##  [35] R.utils_2.12.3            scater_1.34.0            </span></span>
+<span><span class="co">##  [37] WriteXLS_6.7.0            parallelly_1.42.0        </span></span>
+<span><span class="co">##  [39] maps_3.4.2.1              limma_3.62.2             </span></span>
+<span><span class="co">##  [41] rstudioapi_0.17.1         RSQLite_2.3.9            </span></span>
+<span><span class="co">##  [43] FNN_1.1.4.1               generics_0.1.3           </span></span>
+<span><span class="co">##  [45] shape_1.4.6.1             BiocIO_1.16.0            </span></span>
+<span><span class="co">##  [47] combinat_0.0-8            spatstat.random_3.3-2    </span></span>
+<span><span class="co">##  [49] ica_1.0-3                 dendextend_1.19.0        </span></span>
+<span><span class="co">##  [51] ggbeeswarm_0.7.2          R.methodsS3_1.8.2        </span></span>
+<span><span class="co">##  [53] lifecycle_1.0.4           SoupX_1.6.2              </span></span>
+<span><span class="co">##  [55] yaml_2.3.10               edgeR_4.4.2              </span></span>
+<span><span class="co">##  [57] BiocFileCache_2.14.0      Rtsne_0.17               </span></span>
+<span><span class="co">##  [59] grid_4.4.2                blob_1.2.4               </span></span>
+<span><span class="co">##  [61] promises_1.3.2            dqrng_0.4.1              </span></span>
+<span><span class="co">##  [63] ExperimentHub_2.14.0      crayon_1.5.3             </span></span>
+<span><span class="co">##  [65] miniUI_0.1.1.1            lattice_0.22-6           </span></span>
+<span><span class="co">##  [67] beachmat_2.22.0           cowplot_1.1.3            </span></span>
+<span><span class="co">##  [69] annotate_1.84.0           KEGGREST_1.46.0          </span></span>
+<span><span class="co">##  [71] pillar_1.10.1             knitr_1.49               </span></span>
+<span><span class="co">##  [73] ComplexHeatmap_2.22.0     metapod_1.14.0           </span></span>
+<span><span class="co">##  [75] rjson_0.2.23              celda_1.22.1             </span></span>
+<span><span class="co">##  [77] xgboost_1.7.8.1           future.apply_1.11.3      </span></span>
+<span><span class="co">##  [79] codetools_0.2-20          glue_1.8.0               </span></span>
+<span><span class="co">##  [81] spatstat.univar_3.1-1     data.table_1.16.4        </span></span>
+<span><span class="co">##  [83] vctrs_0.6.5               png_0.1-8                </span></span>
+<span><span class="co">##  [85] spam_2.11-1               gtable_0.3.6             </span></span>
+<span><span class="co">##  [87] cachem_1.1.0              xfun_0.50                </span></span>
+<span><span class="co">##  [89] mime_0.12                 DropletUtils_1.26.0      </span></span>
+<span><span class="co">##  [91] RcppEigen_0.3.4.0.2       GSVAdata_1.42.0          </span></span>
+<span><span class="co">##  [93] survival_3.8-3            iterators_1.0.14         </span></span>
+<span><span class="co">##  [95] fields_16.3               statmod_1.5.0            </span></span>
+<span><span class="co">##  [97] bluster_1.16.0            fitdistrplus_1.2-2       </span></span>
+<span><span class="co">##  [99] ROCR_1.0-11               nlme_3.1-167             </span></span>
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+<span><span class="co">## [215] here_1.0.1</span></span></code></pre>
 </details>
 </div>
 </div>
@@ -1616,9 +1618,7 @@ <h3 id="filtering-the-dataset">Filtering the dataset<a class="anchor" aria-label
 
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-        <nav id="toc" data-toggle="toc"><h2 data-toc-skip>Contents</h2>
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+      </div>
 
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@@ -1631,16 +1631,16 @@ <h3 id="filtering-the-dataset">Filtering the dataset<a class="anchor" aria-label
 
 <div class="pkgdown">
   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer>
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-  
 
 
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diff --git a/docs/articles/cnsl_dropletqc.html b/docs/articles/cnsl_dropletqc.html
index 9e9f192f2..d4a00a066 100644
--- a/docs/articles/cnsl_dropletqc.html
+++ b/docs/articles/cnsl_dropletqc.html
@@ -6,21 +6,20 @@
 <meta http-equiv="X-UA-Compatible" content="IE=edge">
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
 <title>Quality Control for droplet data • singleCellTK</title>
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+<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
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 <![endif]-->
 </head>
 <body data-spy="scroll" data-target="#toc">
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+
 
     <div class="container template-article">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -34,7 +33,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -43,7 +42,7 @@
 <li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -52,7 +51,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
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   <ul class="dropdown-menu" role="menu">
@@ -79,7 +78,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
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@@ -224,13 +223,13 @@
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@@ -241,7 +240,7 @@
 </div>
 <!--/.navbar -->
 
-      
+
 
       </header><script src="cnsl_dropletqc_files/kePrint-0.0.1/kePrint.js"></script><link href="cnsl_dropletqc_files/lightable-0.0.1/lightable.css" rel="stylesheet">
 <div class="row">
@@ -333,10 +332,10 @@ <h3 id="rundropletqc">runDropletQC<a class="anchor" aria-label="anchor" href="#r
 algorithms will be run.</p>
 <div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="va">pbmc4k.droplet</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/runDropletQC.html">runDropletQC</a></span><span class="op">(</span><span class="va">pbmc4k.droplet</span><span class="op">)</span></span></code></pre></div>
-<pre><code><span><span class="co">## Fri May  3 07:50:08 2024 ... Running 'perCellQCMetrics'</span></span></code></pre>
-<pre><code><span><span class="co">## Fri May  3 07:50:08 2024 ...... Attempting to find mitochondrial genes by identifying features in 'rownames' that match mitochondrial genes from reference 'human' and ID type 'ensembl'.</span></span></code></pre>
-<pre><code><span><span class="co">## Fri May  3 07:50:11 2024 ... Running 'emptyDrops'</span></span></code></pre>
-<pre><code><span><span class="co">## Fri May  3 07:50:29 2024 ... Running 'barcodeRanks'</span></span></code></pre>
+<pre><code><span><span class="co">## Thu Feb 13 11:08:32 2025 ... Running 'perCellQCMetrics'</span></span></code></pre>
+<pre><code><span><span class="co">## Thu Feb 13 11:08:32 2025 ...... Attempting to find mitochondrial genes by identifying features in 'rownames' that match mitochondrial genes from reference 'human' and ID type 'ensembl'.</span></span></code></pre>
+<pre><code><span><span class="co">## Thu Feb 13 11:08:36 2025 ... Running 'emptyDrops'</span></span></code></pre>
+<pre><code><span><span class="co">## Thu Feb 13 11:08:57 2025 ... Running 'barcodeRanks'</span></span></code></pre>
 <p>If users choose to only run a specific set of algorithms, they can
 specify which to run with the <code>algorithms</code> parameter.</p>
 <p>After running QC functions with SCTK, the output will be stored in
@@ -347,67 +346,67 @@ <h3 id="rundropletqc">runDropletQC<a class="anchor" aria-label="anchor" href="#r
 <pre><code><span><span class="co">## DataFrame with 5 rows and 19 columns</span></span>
 <span><span class="co">##                         sample            Barcode       sum  detected</span></span>
 <span><span class="co">##                    &lt;character&gt;        &lt;character&gt; &lt;numeric&gt; &lt;integer&gt;</span></span>
-<span><span class="co">## CTCCTAGTCTATGTGG-1      pbmc4k CTCCTAGTCTATGTGG-1         2         2</span></span>
-<span><span class="co">## CTCTACGGTAAATGAC-1      pbmc4k CTCTACGGTAAATGAC-1         1         1</span></span>
-<span><span class="co">## TACTCGCCACAGATTC-1      pbmc4k TACTCGCCACAGATTC-1         1         1</span></span>
-<span><span class="co">## GCGCGATCACAGGAGT-1      pbmc4k GCGCGATCACAGGAGT-1         1         1</span></span>
-<span><span class="co">## GATTCAGGTAGTACCT-1      pbmc4k GATTCAGGTAGTACCT-1         0         0</span></span>
+<span><span class="co">## TTTCCTCAGAGCTGGT-1      pbmc4k TTTCCTCAGAGCTGGT-1         0         0</span></span>
+<span><span class="co">## CGCGTTTGTCAAACTC-1      pbmc4k CGCGTTTGTCAAACTC-1         0         0</span></span>
+<span><span class="co">## CTACGTCTCAGGCAAG-1      pbmc4k CTACGTCTCAGGCAAG-1         0         0</span></span>
+<span><span class="co">## CGATCGGCACCATGTA-1      pbmc4k CGATCGGCACCATGTA-1         0         0</span></span>
+<span><span class="co">## AGTGTCACAAGTTAAG-1      pbmc4k AGTGTCACAAGTTAAG-1         1         1</span></span>
 <span><span class="co">##                    percent.top_50 percent.top_100 percent.top_200</span></span>
 <span><span class="co">##                         &lt;numeric&gt;       &lt;numeric&gt;       &lt;numeric&gt;</span></span>
-<span><span class="co">## CTCCTAGTCTATGTGG-1            100             100             100</span></span>
-<span><span class="co">## CTCTACGGTAAATGAC-1            100             100             100</span></span>
-<span><span class="co">## TACTCGCCACAGATTC-1            100             100             100</span></span>
-<span><span class="co">## GCGCGATCACAGGAGT-1            100             100             100</span></span>
-<span><span class="co">## GATTCAGGTAGTACCT-1            NaN             NaN             NaN</span></span>
+<span><span class="co">## TTTCCTCAGAGCTGGT-1            NaN             NaN             NaN</span></span>
+<span><span class="co">## CGCGTTTGTCAAACTC-1            NaN             NaN             NaN</span></span>
+<span><span class="co">## CTACGTCTCAGGCAAG-1            NaN             NaN             NaN</span></span>
+<span><span class="co">## CGATCGGCACCATGTA-1            NaN             NaN             NaN</span></span>
+<span><span class="co">## AGTGTCACAAGTTAAG-1            100             100             100</span></span>
 <span><span class="co">##                    percent.top_500  mito_sum mito_detected mito_percent</span></span>
 <span><span class="co">##                          &lt;numeric&gt; &lt;numeric&gt;     &lt;integer&gt;    &lt;numeric&gt;</span></span>
-<span><span class="co">## CTCCTAGTCTATGTGG-1             100         0             0            0</span></span>
-<span><span class="co">## CTCTACGGTAAATGAC-1             100         0             0            0</span></span>
-<span><span class="co">## TACTCGCCACAGATTC-1             100         0             0            0</span></span>
-<span><span class="co">## GCGCGATCACAGGAGT-1             100         0             0            0</span></span>
-<span><span class="co">## GATTCAGGTAGTACCT-1             NaN         0             0          NaN</span></span>
+<span><span class="co">## TTTCCTCAGAGCTGGT-1             NaN         0             0          NaN</span></span>
+<span><span class="co">## CGCGTTTGTCAAACTC-1             NaN         0             0          NaN</span></span>
+<span><span class="co">## CTACGTCTCAGGCAAG-1             NaN         0             0          NaN</span></span>
+<span><span class="co">## CGATCGGCACCATGTA-1             NaN         0             0          NaN</span></span>
+<span><span class="co">## AGTGTCACAAGTTAAG-1             100         0             0            0</span></span>
 <span><span class="co">##                        total dropletUtils_emptyDrops_total</span></span>
 <span><span class="co">##                    &lt;numeric&gt;                     &lt;integer&gt;</span></span>
-<span><span class="co">## CTCCTAGTCTATGTGG-1         2                             2</span></span>
-<span><span class="co">## CTCTACGGTAAATGAC-1         1                             1</span></span>
-<span><span class="co">## TACTCGCCACAGATTC-1         1                             1</span></span>
-<span><span class="co">## GCGCGATCACAGGAGT-1         1                             1</span></span>
-<span><span class="co">## GATTCAGGTAGTACCT-1         0                             0</span></span>
+<span><span class="co">## TTTCCTCAGAGCTGGT-1         0                             0</span></span>
+<span><span class="co">## CGCGTTTGTCAAACTC-1         0                             0</span></span>
+<span><span class="co">## CTACGTCTCAGGCAAG-1         0                             0</span></span>
+<span><span class="co">## CGATCGGCACCATGTA-1         0                             0</span></span>
+<span><span class="co">## AGTGTCACAAGTTAAG-1         1                             1</span></span>
 <span><span class="co">##                    dropletUtils_emptyDrops_logprob</span></span>
 <span><span class="co">##                                          &lt;numeric&gt;</span></span>
-<span><span class="co">## CTCCTAGTCTATGTGG-1                              NA</span></span>
-<span><span class="co">## CTCTACGGTAAATGAC-1                              NA</span></span>
-<span><span class="co">## TACTCGCCACAGATTC-1                              NA</span></span>
-<span><span class="co">## GCGCGATCACAGGAGT-1                              NA</span></span>
-<span><span class="co">## GATTCAGGTAGTACCT-1                              NA</span></span>
+<span><span class="co">## TTTCCTCAGAGCTGGT-1                              NA</span></span>
+<span><span class="co">## CGCGTTTGTCAAACTC-1                              NA</span></span>
+<span><span class="co">## CTACGTCTCAGGCAAG-1                              NA</span></span>
+<span><span class="co">## CGATCGGCACCATGTA-1                              NA</span></span>
+<span><span class="co">## AGTGTCACAAGTTAAG-1                              NA</span></span>
 <span><span class="co">##                    dropletUtils_emptyDrops_pvalue</span></span>
 <span><span class="co">##                                         &lt;numeric&gt;</span></span>
-<span><span class="co">## CTCCTAGTCTATGTGG-1                             NA</span></span>
-<span><span class="co">## CTCTACGGTAAATGAC-1                             NA</span></span>
-<span><span class="co">## TACTCGCCACAGATTC-1                             NA</span></span>
-<span><span class="co">## GCGCGATCACAGGAGT-1                             NA</span></span>
-<span><span class="co">## GATTCAGGTAGTACCT-1                             NA</span></span>
+<span><span class="co">## TTTCCTCAGAGCTGGT-1                             NA</span></span>
+<span><span class="co">## CGCGTTTGTCAAACTC-1                             NA</span></span>
+<span><span class="co">## CTACGTCTCAGGCAAG-1                             NA</span></span>
+<span><span class="co">## CGATCGGCACCATGTA-1                             NA</span></span>
+<span><span class="co">## AGTGTCACAAGTTAAG-1                             NA</span></span>
 <span><span class="co">##                    dropletUtils_emptyDrops_limited dropletUtils_emptyDrops_fdr</span></span>
 <span><span class="co">##                                          &lt;logical&gt;                   &lt;numeric&gt;</span></span>
-<span><span class="co">## CTCCTAGTCTATGTGG-1                              NA                          NA</span></span>
-<span><span class="co">## CTCTACGGTAAATGAC-1                              NA                          NA</span></span>
-<span><span class="co">## TACTCGCCACAGATTC-1                              NA                          NA</span></span>
-<span><span class="co">## GCGCGATCACAGGAGT-1                              NA                          NA</span></span>
-<span><span class="co">## GATTCAGGTAGTACCT-1                              NA                          NA</span></span>
+<span><span class="co">## TTTCCTCAGAGCTGGT-1                              NA                          NA</span></span>
+<span><span class="co">## CGCGTTTGTCAAACTC-1                              NA                          NA</span></span>
+<span><span class="co">## CTACGTCTCAGGCAAG-1                              NA                          NA</span></span>
+<span><span class="co">## CGATCGGCACCATGTA-1                              NA                          NA</span></span>
+<span><span class="co">## AGTGTCACAAGTTAAG-1                              NA                          NA</span></span>
 <span><span class="co">##                    dropletUtils_BarcodeRank_Knee</span></span>
 <span><span class="co">##                                        &lt;integer&gt;</span></span>
-<span><span class="co">## CTCCTAGTCTATGTGG-1                             0</span></span>
-<span><span class="co">## CTCTACGGTAAATGAC-1                             0</span></span>
-<span><span class="co">## TACTCGCCACAGATTC-1                             0</span></span>
-<span><span class="co">## GCGCGATCACAGGAGT-1                             0</span></span>
-<span><span class="co">## GATTCAGGTAGTACCT-1                             0</span></span>
+<span><span class="co">## TTTCCTCAGAGCTGGT-1                             0</span></span>
+<span><span class="co">## CGCGTTTGTCAAACTC-1                             0</span></span>
+<span><span class="co">## CTACGTCTCAGGCAAG-1                             0</span></span>
+<span><span class="co">## CGATCGGCACCATGTA-1                             0</span></span>
+<span><span class="co">## AGTGTCACAAGTTAAG-1                             0</span></span>
 <span><span class="co">##                    dropletUtils_BarcodeRank_Inflection</span></span>
 <span><span class="co">##                                              &lt;integer&gt;</span></span>
-<span><span class="co">## CTCCTAGTCTATGTGG-1                                   0</span></span>
-<span><span class="co">## CTCTACGGTAAATGAC-1                                   0</span></span>
-<span><span class="co">## TACTCGCCACAGATTC-1                                   0</span></span>
-<span><span class="co">## GCGCGATCACAGGAGT-1                                   0</span></span>
-<span><span class="co">## GATTCAGGTAGTACCT-1                                   0</span></span></code></pre>
+<span><span class="co">## TTTCCTCAGAGCTGGT-1                                   0</span></span>
+<span><span class="co">## CGCGTTTGTCAAACTC-1                                   0</span></span>
+<span><span class="co">## CTACGTCTCAGGCAAG-1                                   0</span></span>
+<span><span class="co">## CGATCGGCACCATGTA-1                                   0</span></span>
+<span><span class="co">## AGTGTCACAAGTTAAG-1                                   0</span></span></code></pre>
 <div style="border: 1px solid #ddd; padding: 5px; overflow-x: scroll; width:80%; ">
 <table class="table table" style="margin-left: auto; margin-right: auto;">
 <thead><tr>
@@ -474,31 +473,31 @@ <h3 id="rundropletqc">runDropletQC<a class="anchor" aria-label="anchor" href="#r
 <tbody>
 <tr>
 <td style="text-align:left;">
-CTCCTAGTCTATGTGG-1
+TTTCCTCAGAGCTGGT-1
 </td>
 <td style="text-align:left;">
 pbmc4k
 </td>
 <td style="text-align:left;">
-CTCCTAGTCTATGTGG-1
+TTTCCTCAGAGCTGGT-1
 </td>
 <td style="text-align:right;">
-2
+0
 </td>
 <td style="text-align:right;">
-2
+0
 </td>
 <td style="text-align:right;">
-100
+NaN
 </td>
 <td style="text-align:right;">
-100
+NaN
 </td>
 <td style="text-align:right;">
-100
+NaN
 </td>
 <td style="text-align:right;">
-100
+NaN
 </td>
 <td style="text-align:right;">
 0
@@ -507,13 +506,13 @@ <h3 id="rundropletqc">runDropletQC<a class="anchor" aria-label="anchor" href="#r
 0
 </td>
 <td style="text-align:right;">
-0
+NaN
 </td>
 <td style="text-align:right;">
-2
+0
 </td>
 <td style="text-align:right;">
-2
+0
 </td>
 <td style="text-align:right;">
 NA
@@ -536,31 +535,31 @@ <h3 id="rundropletqc">runDropletQC<a class="anchor" aria-label="anchor" href="#r
 </tr>
 <tr>
 <td style="text-align:left;">
-CTCTACGGTAAATGAC-1
+CGCGTTTGTCAAACTC-1
 </td>
 <td style="text-align:left;">
 pbmc4k
 </td>
 <td style="text-align:left;">
-CTCTACGGTAAATGAC-1
+CGCGTTTGTCAAACTC-1
 </td>
 <td style="text-align:right;">
-1
+0
 </td>
 <td style="text-align:right;">
-1
+0
 </td>
 <td style="text-align:right;">
-100
+NaN
 </td>
 <td style="text-align:right;">
-100
+NaN
 </td>
 <td style="text-align:right;">
-100
+NaN
 </td>
 <td style="text-align:right;">
-100
+NaN
 </td>
 <td style="text-align:right;">
 0
@@ -569,13 +568,13 @@ <h3 id="rundropletqc">runDropletQC<a class="anchor" aria-label="anchor" href="#r
 0
 </td>
 <td style="text-align:right;">
-0
+NaN
 </td>
 <td style="text-align:right;">
-1
+0
 </td>
 <td style="text-align:right;">
-1
+0
 </td>
 <td style="text-align:right;">
 NA
@@ -598,31 +597,31 @@ <h3 id="rundropletqc">runDropletQC<a class="anchor" aria-label="anchor" href="#r
 </tr>
 <tr>
 <td style="text-align:left;">
-TACTCGCCACAGATTC-1
+CTACGTCTCAGGCAAG-1
 </td>
 <td style="text-align:left;">
 pbmc4k
 </td>
 <td style="text-align:left;">
-TACTCGCCACAGATTC-1
+CTACGTCTCAGGCAAG-1
 </td>
 <td style="text-align:right;">
-1
+0
 </td>
 <td style="text-align:right;">
-1
+0
 </td>
 <td style="text-align:right;">
-100
+NaN
 </td>
 <td style="text-align:right;">
-100
+NaN
 </td>
 <td style="text-align:right;">
-100
+NaN
 </td>
 <td style="text-align:right;">
-100
+NaN
 </td>
 <td style="text-align:right;">
 0
@@ -631,13 +630,13 @@ <h3 id="rundropletqc">runDropletQC<a class="anchor" aria-label="anchor" href="#r
 0
 </td>
 <td style="text-align:right;">
-0
+NaN
 </td>
 <td style="text-align:right;">
-1
+0
 </td>
 <td style="text-align:right;">
-1
+0
 </td>
 <td style="text-align:right;">
 NA
@@ -660,31 +659,31 @@ <h3 id="rundropletqc">runDropletQC<a class="anchor" aria-label="anchor" href="#r
 </tr>
 <tr>
 <td style="text-align:left;">
-GCGCGATCACAGGAGT-1
+CGATCGGCACCATGTA-1
 </td>
 <td style="text-align:left;">
 pbmc4k
 </td>
 <td style="text-align:left;">
-GCGCGATCACAGGAGT-1
+CGATCGGCACCATGTA-1
 </td>
 <td style="text-align:right;">
-1
+0
 </td>
 <td style="text-align:right;">
-1
+0
 </td>
 <td style="text-align:right;">
-100
+NaN
 </td>
 <td style="text-align:right;">
-100
+NaN
 </td>
 <td style="text-align:right;">
-100
+NaN
 </td>
 <td style="text-align:right;">
-100
+NaN
 </td>
 <td style="text-align:right;">
 0
@@ -693,13 +692,13 @@ <h3 id="rundropletqc">runDropletQC<a class="anchor" aria-label="anchor" href="#r
 0
 </td>
 <td style="text-align:right;">
-0
+NaN
 </td>
 <td style="text-align:right;">
-1
+0
 </td>
 <td style="text-align:right;">
-1
+0
 </td>
 <td style="text-align:right;">
 NA
@@ -722,31 +721,31 @@ <h3 id="rundropletqc">runDropletQC<a class="anchor" aria-label="anchor" href="#r
 </tr>
 <tr>
 <td style="text-align:left;">
-GATTCAGGTAGTACCT-1
+AGTGTCACAAGTTAAG-1
 </td>
 <td style="text-align:left;">
 pbmc4k
 </td>
 <td style="text-align:left;">
-GATTCAGGTAGTACCT-1
+AGTGTCACAAGTTAAG-1
 </td>
 <td style="text-align:right;">
-0
+1
 </td>
 <td style="text-align:right;">
-0
+1
 </td>
 <td style="text-align:right;">
-NaN
+100
 </td>
 <td style="text-align:right;">
-NaN
+100
 </td>
 <td style="text-align:right;">
-NaN
+100
 </td>
 <td style="text-align:right;">
-NaN
+100
 </td>
 <td style="text-align:right;">
 0
@@ -755,13 +754,13 @@ <h3 id="rundropletqc">runDropletQC<a class="anchor" aria-label="anchor" href="#r
 0
 </td>
 <td style="text-align:right;">
-NaN
+0
 </td>
 <td style="text-align:right;">
-0
+1
 </td>
 <td style="text-align:right;">
-0
+1
 </td>
 <td style="text-align:right;">
 NA
@@ -998,7 +997,7 @@ <h3 id="filtering-the-dataset">Filtering the dataset<a class="anchor" aria-label
 <div class="sourceCode" id="cb18"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co">#After filtering:</span></span>
 <span><span class="fu"><a href="https://rdrr.io/r/base/dim.html" class="external-link">dim</a></span><span class="op">(</span><span class="va">pbmc4k.droplet</span><span class="op">)</span></span></code></pre></div>
-<pre><code><span><span class="co">## [1] 33694   293</span></span></code></pre>
+<pre><code><span><span class="co">## [1] 33694   315</span></span></code></pre>
 <p>We can compare the average total UMI counts per cell before and after
 cell filtration:</p>
 <div class="sourceCode" id="cb20"><pre class="downlit sourceCode r">
@@ -1016,13 +1015,13 @@ <h3 id="filtering-the-dataset">Filtering the dataset<a class="anchor" aria-label
 <p><br></p>
  <details><summary><b>Session Information</b></summary><div class="sourceCode" id="cb21"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/sessionInfo.html" class="external-link">sessionInfo</a></span><span class="op">(</span><span class="op">)</span></span></code></pre></div>
-<pre><code><span><span class="co">## R version 4.3.3 (2024-02-29)</span></span>
-<span><span class="co">## Platform: x86_64-apple-darwin20 (64-bit)</span></span>
-<span><span class="co">## Running under: macOS Sonoma 14.4.1</span></span>
+<pre><code><span><span class="co">## R version 4.4.2 (2024-10-31)</span></span>
+<span><span class="co">## Platform: x86_64-apple-darwin20</span></span>
+<span><span class="co">## Running under: macOS Sequoia 15.3</span></span>
 <span><span class="co">## </span></span>
 <span><span class="co">## Matrix products: default</span></span>
-<span><span class="co">## BLAS:   /Library/Frameworks/R.framework/Versions/4.3-x86_64/Resources/lib/libRblas.0.dylib </span></span>
-<span><span class="co">## LAPACK: /Library/Frameworks/R.framework/Versions/4.3-x86_64/Resources/lib/libRlapack.dylib;  LAPACK version 3.11.0</span></span>
+<span><span class="co">## BLAS:   /Library/Frameworks/R.framework/Versions/4.4-x86_64/Resources/lib/libRblas.0.dylib </span></span>
+<span><span class="co">## LAPACK: /Library/Frameworks/R.framework/Versions/4.4-x86_64/Resources/lib/libRlapack.dylib;  LAPACK version 3.12.0</span></span>
 <span><span class="co">## </span></span>
 <span><span class="co">## locale:</span></span>
 <span><span class="co">## [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8</span></span>
@@ -1035,76 +1034,81 @@ <h3 id="filtering-the-dataset">Filtering the dataset<a class="anchor" aria-label
 <span><span class="co">## [8] base     </span></span>
 <span><span class="co">## </span></span>
 <span><span class="co">## other attached packages:</span></span>
-<span><span class="co">##  [1] cowplot_1.1.3               BiocFileCache_2.10.2       </span></span>
+<span><span class="co">##  [1] cowplot_1.1.3               BiocFileCache_2.14.0       </span></span>
 <span><span class="co">##  [3] dbplyr_2.5.0                dplyr_1.1.4                </span></span>
-<span><span class="co">##  [5] singleCellTK_2.14.0         DelayedArray_0.28.0        </span></span>
-<span><span class="co">##  [7] SparseArray_1.2.4           S4Arrays_1.2.1             </span></span>
-<span><span class="co">##  [9] abind_1.4-5                 Matrix_1.6-5               </span></span>
-<span><span class="co">## [11] SingleCellExperiment_1.24.0 SummarizedExperiment_1.32.0</span></span>
-<span><span class="co">## [13] Biobase_2.62.0              GenomicRanges_1.54.1       </span></span>
-<span><span class="co">## [15] GenomeInfoDb_1.38.8         IRanges_2.36.0             </span></span>
-<span><span class="co">## [17] S4Vectors_0.40.2            BiocGenerics_0.48.1        </span></span>
-<span><span class="co">## [19] MatrixGenerics_1.14.0       matrixStats_1.3.0          </span></span>
+<span><span class="co">##  [5] singleCellTK_2.16.1         DelayedArray_0.32.0        </span></span>
+<span><span class="co">##  [7] SparseArray_1.6.1           S4Arrays_1.6.0             </span></span>
+<span><span class="co">##  [9] abind_1.4-8                 Matrix_1.7-2               </span></span>
+<span><span class="co">## [11] SingleCellExperiment_1.28.1 SummarizedExperiment_1.36.0</span></span>
+<span><span class="co">## [13] Biobase_2.66.0              GenomicRanges_1.58.0       </span></span>
+<span><span class="co">## [15] GenomeInfoDb_1.42.3         IRanges_2.40.1             </span></span>
+<span><span class="co">## [17] S4Vectors_0.44.0            BiocGenerics_0.52.0        </span></span>
+<span><span class="co">## [19] MatrixGenerics_1.18.1       matrixStats_1.5.0          </span></span>
 <span><span class="co">## </span></span>
 <span><span class="co">## loaded via a namespace (and not attached):</span></span>
-<span><span class="co">##   [1] rstudioapi_0.16.0         jsonlite_1.8.8           </span></span>
-<span><span class="co">##   [3] magrittr_2.0.3            ggbeeswarm_0.7.2         </span></span>
-<span><span class="co">##   [5] farver_2.1.1              rmarkdown_2.26           </span></span>
-<span><span class="co">##   [7] fs_1.6.4                  zlibbioc_1.48.2          </span></span>
-<span><span class="co">##   [9] ragg_1.3.0                vctrs_0.6.5              </span></span>
-<span><span class="co">##  [11] memoise_2.0.1             DelayedMatrixStats_1.24.0</span></span>
-<span><span class="co">##  [13] RCurl_1.98-1.14           htmltools_0.5.8.1        </span></span>
-<span><span class="co">##  [15] curl_5.2.1                BiocNeighbors_1.20.2     </span></span>
-<span><span class="co">##  [17] Rhdf5lib_1.24.2           rhdf5_2.46.1             </span></span>
-<span><span class="co">##  [19] sass_0.4.9                bslib_0.7.0              </span></span>
-<span><span class="co">##  [21] desc_1.4.3                plyr_1.8.9               </span></span>
-<span><span class="co">##  [23] cachem_1.0.8              lifecycle_1.0.4          </span></span>
-<span><span class="co">##  [25] pkgconfig_2.0.3           rsvd_1.0.5               </span></span>
-<span><span class="co">##  [27] R6_2.5.1                  fastmap_1.1.1            </span></span>
-<span><span class="co">##  [29] GenomeInfoDbData_1.2.11   digest_0.6.35            </span></span>
-<span><span class="co">##  [31] colorspace_2.1-0          AnnotationDbi_1.64.1     </span></span>
-<span><span class="co">##  [33] scater_1.30.1             dqrng_0.3.2              </span></span>
-<span><span class="co">##  [35] irlba_2.3.5.1             textshaping_0.3.7        </span></span>
-<span><span class="co">##  [37] RSQLite_2.3.6             beachmat_2.18.1          </span></span>
-<span><span class="co">##  [39] labeling_0.4.3            filelock_1.0.3           </span></span>
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+<span><span class="co">## [109] munsell_0.5.1             jquerylib_0.1.4          </span></span>
+<span><span class="co">## [111] Rcpp_1.0.14               png_0.1-8                </span></span>
+<span><span class="co">## [113] XML_3.99-0.18             parallel_4.4.2           </span></span>
+<span><span class="co">## [115] pkgdown_2.1.1             ggplot2_3.5.1            </span></span>
+<span><span class="co">## [117] blob_1.2.4                sparseMatrixStats_1.18.0 </span></span>
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+<span><span class="co">## [123] crayon_1.5.3              GetoptLong_1.0.5         </span></span>
+<span><span class="co">## [125] rlang_1.1.5               KEGGREST_1.46.0</span></span></code></pre>
 </details>
 </div>
 </div>
@@ -1112,9 +1116,7 @@ <h3 id="filtering-the-dataset">Filtering the dataset<a class="anchor" aria-label
 
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
 
-        <nav id="toc" data-toggle="toc"><h2 data-toc-skip>Contents</h2>
-    </nav>
-</div>
+      </div>
 
 </div>
 
@@ -1127,16 +1129,16 @@ <h3 id="filtering-the-dataset">Filtering the dataset<a class="anchor" aria-label
 
 <div class="pkgdown">
   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
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 </div>
 
-  
 
 
-  
+
+
 
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diff --git a/docs/articles/cnsl_dropletqc_files/figure-html/Count_Violin_after_filtering-1.png b/docs/articles/cnsl_dropletqc_files/figure-html/Count_Violin_after_filtering-1.png
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+<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
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 </head>
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-    
+
 
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@@ -34,7 +33,7 @@
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       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -43,7 +42,7 @@
 <li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
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 </li>
 <li>
@@ -52,7 +51,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
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@@ -79,7 +78,7 @@
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     Documentation
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+
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-        <nav id="toc" data-toggle="toc"><h2 data-toc-skip>Contents</h2>
-    </nav>
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+      </div>
 
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   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
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 </div>
 
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diff --git a/docs/articles/differential_expression.html b/docs/articles/differential_expression.html
index 572cf9955..cfe6cd8bb 100644
--- a/docs/articles/differential_expression.html
+++ b/docs/articles/differential_expression.html
@@ -6,21 +6,20 @@
 <meta http-equiv="X-UA-Compatible" content="IE=edge">
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
 <title>Differential Expression • singleCellTK</title>
-<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
+<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
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 <![endif]-->
 </head>
 <body data-spy="scroll" data-target="#toc">
-    
+
 
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       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -34,7 +33,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -43,7 +42,7 @@
 <li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -52,7 +51,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
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   </a>
   <ul class="dropdown-menu" role="menu">
@@ -79,7 +78,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
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+
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@@ -224,13 +223,13 @@
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+
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 </li>
 <li>
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@@ -241,7 +240,7 @@
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   <div class="col-md-9 contents">
@@ -648,19 +647,19 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 <code class="sourceCode R"><span><span class="va">DEG</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/getDEGTopTable.html">getDEGTopTable</a></span><span class="op">(</span><span class="va">sce</span>, <span class="st">"c1_2_VS_c5"</span><span class="op">)</span></span>
 <span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">DEG</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">##         Gene  Log2_FC       Pvalue          FDR group1MeanExp group2MeanExp</span></span>
-<span><span class="co">## 21054    LYZ 1.923606 6.697866e-37 8.770990e-34      2.450818    0.52721136</span></span>
-<span><span class="co">## 1956  S100A9 1.725115 1.258673e-34 1.329239e-31      1.906373    0.18125751</span></span>
-<span><span class="co">## 1958  S100A8 1.499733 2.665313e-43 4.362851e-40      1.543568    0.04383467</span></span>
-<span><span class="co">## 28818   CST3 1.346308 5.206233e-36 6.087202e-33      1.542021    0.19571280</span></span>
-<span><span class="co">## 18999   FTH1 1.335794 1.078589e-49 2.077108e-46      3.934564    2.59877029</span></span>
-<span><span class="co">## 30934    FTL 1.295643 2.519141e-21 1.472708e-18      4.054030    2.75838685</span></span>
+<span><span class="co">## 21054    LYZ 2.535345 1.348180e-48 1.050875e-45      3.136112    0.60076686</span></span>
+<span><span class="co">## 1956  S100A9 2.399927 5.532280e-53 5.659868e-50      2.574507    0.17457975</span></span>
+<span><span class="co">## 1958  S100A8 2.016443 7.806040e-56 8.812211e-53      2.104506    0.08806257</span></span>
+<span><span class="co">## 1965  S100A4 1.986609 1.998237e-68 2.973558e-65      2.516309    0.52970004</span></span>
+<span><span class="co">## 30430 TYROBP 1.838078 3.723853e-55 4.063717e-52      1.969446    0.13136797</span></span>
+<span><span class="co">## 28818   CST3 1.825178 2.316276e-51 2.106396e-48      2.053687    0.22850832</span></span>
 <span><span class="co">##       group1ExprPerc group2ExprPerc</span></span>
-<span><span class="co">## 21054      0.7086957     0.39080460</span></span>
-<span><span class="co">## 1956       0.4895652     0.15229885</span></span>
-<span><span class="co">## 1958       0.4408696     0.04022989</span></span>
-<span><span class="co">## 28818      0.5060870     0.15804598</span></span>
-<span><span class="co">## 18999      0.9947826     0.98275862</span></span>
-<span><span class="co">## 30934      0.9921739     0.98563218</span></span></code></pre>
+<span><span class="co">## 21054      0.7600979     0.42979943</span></span>
+<span><span class="co">## 1956       0.5899633     0.14040115</span></span>
+<span><span class="co">## 1958       0.5618115     0.08022923</span></span>
+<span><span class="co">## 1965       0.8102815     0.36962751</span></span>
+<span><span class="co">## 30430      0.5777234     0.11174785</span></span>
+<span><span class="co">## 28818      0.6095471     0.18624642</span></span></code></pre>
 <p>To visualize the result in a heatmap:</p>
 <div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="../reference/plotDEGHeatmap.html">plotDEGHeatmap</a></span><span class="op">(</span><span class="va">sce</span>, useResult <span class="op">=</span> <span class="st">"c1_2_VS_c5"</span>, log2fcThreshold <span class="op">=</span> <span class="fl">.5</span><span class="op">)</span></span></code></pre></div>
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   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
 
-        <nav id="toc" data-toggle="toc"><h2 data-toc-skip>Contents</h2>
-    </nav>
-</div>
+      </div>
 
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@@ -744,16 +741,16 @@ <h2 class="unnumbered" id="references">References<a class="anchor" aria-label="a
 
 <div class="pkgdown">
   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
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@@ -43,7 +42,7 @@
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-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
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@@ -43,7 +42,7 @@
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@@ -452,23 +451,25 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 <div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="../reference/getFindMarkerTopTable.html">getFindMarkerTopTable</a></span><span class="op">(</span><span class="va">sce</span>, log2fcThreshold <span class="op">=</span> <span class="fl">0</span>, minClustExprPerc <span class="op">=</span> <span class="fl">0.5</span>, topN <span class="op">=</span> <span class="fl">1</span><span class="op">)</span></span></code></pre></div>
 <pre><code><span><span class="co">##           Gene   Log2_FC        Pvalue           FDR cluster clusterExprPerc</span></span>
-<span><span class="co">## 8764      IL7R 0.7697338  9.053691e-69  2.279998e-65       1       0.7212885</span></span>
-<span><span class="co">## 1956    S100A9 4.3853548 2.397248e-207 3.924055e-203       2       0.9977064</span></span>
-<span><span class="co">## 269581    CCR7 0.6150976  1.881449e-41  9.332559e-39       3       0.5688312</span></span>
-<span><span class="co">## 106781 HLA-DRA 3.2752984 1.682895e-182 2.754731e-178       4       1.0000000</span></span>
-<span><span class="co">## 26825     CCL5 3.0878935 2.507059e-148 8.207610e-144       5       0.9712644</span></span>
-<span><span class="co">## 106091    LST1 2.8683989  1.038405e-98  1.133177e-94       6       1.0000000</span></span>
-<span><span class="co">## 310761    NKG7 4.2435780  8.853054e-82  2.898313e-77       7       1.0000000</span></span>
-<span><span class="co">## 288182    CST3 3.2975861  2.221917e-16  1.039159e-12       8       1.0000000</span></span>
-<span><span class="co">## 7697      PPBP 5.9620589  9.423341e-07  2.504757e-03       9       1.0000000</span></span>
+<span><span class="co">## 1956    S100A9 4.3918388 1.231801e-205 2.016334e-201       1       0.9976852</span></span>
+<span><span class="co">## 26958     CCR7 0.6107894  7.062217e-41  3.400042e-38       2       0.5662338</span></span>
+<span><span class="co">## 87641     IL7R 0.6949784  1.462605e-36  1.294129e-33       3       0.7493404</span></span>
+<span><span class="co">## 26825     CCL5 3.0724416 1.407334e-149 4.607331e-145       4       0.9715909</span></span>
+<span><span class="co">## 106781 HLA-DRA 3.2851089 6.201038e-183 1.015048e-178       5       1.0000000</span></span>
+<span><span class="co">## 16364      CD2 0.5344754  6.223183e-26  2.263717e-22       6       0.6377246</span></span>
+<span><span class="co">## 106091    LST1 2.8798261 3.464220e-101  3.780388e-97       7       1.0000000</span></span>
+<span><span class="co">## 310761    NKG7 4.2518808  8.025412e-81  2.627359e-76       8       1.0000000</span></span>
+<span><span class="co">## 288182    CST3 3.2975861  2.221917e-16  1.039159e-12       9       1.0000000</span></span>
+<span><span class="co">## 7697      PPBP 5.9620589  9.423341e-07  2.504757e-03      10       1.0000000</span></span>
 <span><span class="co">##        ControlExprPerc clusterAveExpr</span></span>
-<span><span class="co">## 8764        0.28698380      1.1880037</span></span>
-<span><span class="co">## 1956        0.23094477      4.7335694</span></span>
-<span><span class="co">## 269581      0.13380910      0.7705352</span></span>
-<span><span class="co">## 106781      0.49538867      4.4065968</span></span>
-<span><span class="co">## 26825       0.21676174      3.4664459</span></span>
-<span><span class="co">## 106091      0.30477759      3.4541085</span></span>
-<span><span class="co">## 310761      0.25717752      4.7869642</span></span>
+<span><span class="co">## 1956        0.23234624      4.7456645</span></span>
+<span><span class="co">## 26958       0.13425513      0.7668583</span></span>
+<span><span class="co">## 87641       0.34697509      1.2221913</span></span>
+<span><span class="co">## 26825       0.21538462      3.4483627</span></span>
+<span><span class="co">## 106781      0.49561018      4.4163508</span></span>
+<span><span class="co">## 16364       0.27387702      0.8940661</span></span>
+<span><span class="co">## 106091      0.30363036      3.4602852</span></span>
+<span><span class="co">## 310761      0.25777778      4.7980173</span></span>
 <span><span class="co">## 288182      0.39113680      4.3717555</span></span>
 <span><span class="co">## 7697        0.02406417      5.9894455</span></span></code></pre>
 <p>Similarly to the Differential Expression section, we also provide a
@@ -490,9 +491,7 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
 
-        <nav id="toc" data-toggle="toc"><h2 data-toc-skip>Contents</h2>
-    </nav>
-</div>
+      </div>
 
 </div>
 
@@ -505,16 +504,16 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 
 <div class="pkgdown">
   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer>
 </div>
 
-  
 
 
-  
+
+
 
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 </html>
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diff --git a/docs/articles/heatmap.html b/docs/articles/heatmap.html
index 58ca5a06e..32367e826 100644
--- a/docs/articles/heatmap.html
+++ b/docs/articles/heatmap.html
@@ -6,21 +6,20 @@
 <meta http-equiv="X-UA-Compatible" content="IE=edge">
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
 <title>Heatmap Visualization • singleCellTK</title>
-<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
+<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
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 <script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
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 <!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet">
 <script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet">
 <script src="../extra.js"></script><meta property="og:title" content="Heatmap Visualization">
-<meta property="og:description" content="singleCellTK">
 <!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]-->
 </head>
 <body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-article">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -34,7 +33,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -43,7 +42,7 @@
 <li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -52,7 +51,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
@@ -79,7 +78,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
@@ -224,13 +223,13 @@
 <li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul>
@@ -241,7 +240,7 @@
 </div>
 <!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -448,6 +447,12 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 <div id="console" class="tabcontent">
 <p>To present the usage of <code><a href="../reference/plotSCEHeatmap.html">plotSCEHeatmap()</a></code>, we would like
 to use a small example provided with SCTK.</p>
+<p><strong>“Raw” plotting</strong></p>
+<p>The minimum setting for <code><a href="../reference/plotSCEHeatmap.html">plotSCEHeatmap()</a></code> is the input
+SCE object and the data matrix to plot (default
+<code>"logcounts"</code>). In this way, all cells and features will be
+presented while no annotation or legend (except the main color scheme)
+will be shown.</p>
 <div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://www.camplab.net/sctk/" class="external-link">singleCellTK</a></span><span class="op">)</span></span>
 <span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"scExample"</span><span class="op">)</span> <span class="co"># This imports SCE object "sce"</span></span>
@@ -465,15 +470,17 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 <span><span class="co">## reducedDimNames(0):</span></span>
 <span><span class="co">## mainExpName: NULL</span></span>
 <span><span class="co">## altExpNames(0):</span></span></code></pre>
-<p><strong>“Raw” plotting</strong></p>
-<p>The minimum setting for <code><a href="../reference/plotSCEHeatmap.html">plotSCEHeatmap()</a></code> is the input
-SCE object and the data matrix to plot (default
-<code>"logcounts"</code>). In this way, all cells and features will be
-presented while no annotation or legend (except the main color scheme)
-will be shown.</p>
 <div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/plotSCEHeatmap.html">plotSCEHeatmap</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="heatmap_files/figure-html/hmFull-1.png" width="700"></p>
+<code class="sourceCode R"><span><span class="co"># QC - Remove empty droplets</span></span>
+<span><span class="va">sce2</span><span class="op">&lt;-</span><span class="fu"><a href="../reference/subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span><span class="op">)</span></span>
+<span></span>
+<span><span class="co"># Normalize the counts </span></span>
+<span><span class="va">sce2</span><span class="op">&lt;-</span><span class="fu"><a href="../reference/runNormalization.html">runNormalization</a></span><span class="op">(</span><span class="va">sce2</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span>, outAssayName <span class="op">=</span> <span class="st">"logcounts"</span>,</span>
+<span>                        normalizationMethod <span class="op">=</span> <span class="st">"logNormCounts"</span>,scale <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span>
+<span></span>
+<span><span class="co"># plot the data</span></span>
+<span><span class="fu"><a href="../reference/plotSCEHeatmap.html">plotSCEHeatmap</a></span><span class="op">(</span><span class="va">sce2</span>,useAssay <span class="op">=</span> <span class="st">"logcounts"</span>,cluster_rows <span class="op">=</span> <span class="cn">TRUE</span>, cluster_columns <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
+<p><img src="heatmap_files/figure-html/setup-1.png" width="700"></p>
 <p><strong>Subsetting</strong></p>
 <p>SCTK allows relatively flexible approaches to select the
 cells/features to plot.</p>
@@ -482,13 +489,9 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 and <code>cellIndex</code>, including <code>numeric</code>, and
 <code>logical</code> vectors, which are widely used, and
 <code>character</code> vector containing the row/col names. Of course,
-user can directly use a subsetted SCE object as input.</p>
-<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="co"># Make up random downsampling numeric vector</span></span>
-<span><span class="va">featureSubset</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/nrow.html" class="external-link">nrow</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span>, <span class="fl">50</span><span class="op">)</span></span>
-<span><span class="va">cellSubset</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/nrow.html" class="external-link">ncol</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span>, <span class="fl">50</span><span class="op">)</span></span>
-<span></span>
-<span><span class="fu"><a href="../reference/plotSCEHeatmap.html">plotSCEHeatmap</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span>, featureIndex <span class="op">=</span> <span class="va">featureSubset</span>, cellIndex <span class="op">=</span> <span class="va">cellSubset</span><span class="op">)</span></span></code></pre></div>
+user can directly use a subsetted SCE object as input. First let’s run a
+simple clustering workflow to identify clusters and find DE genes for
+each cluster. We can subset the heatmap using this list of DE genes</p>
 <p><img src="heatmap_files/figure-html/idxSubset-1.png" width="700"></p>
 
 <details><summary><b>Using Identifiers in <code>rowData</code>/<code>colData</code></b></summary><p>In a more complex situation, where users might only have a set of
@@ -498,10 +501,10 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 contains the identifiers users have, to <code>featureIndexBy</code> or
 <code>cellIndexBy</code>. This specification allows directly giving one
 column name of <code>rowData</code> or <code>colData</code>.</p>
-<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">subsetFeatureName</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/pkg/SummarizedExperiment/man/SummarizedExperiment-class.html" class="external-link">rowData</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span><span class="op">$</span><span class="va">feature_name</span>, <span class="fl">50</span><span class="op">)</span></span>
-<span><span class="va">subsetCellBarcode</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></span><span class="op">(</span><span class="va">sce</span><span class="op">$</span><span class="va">cell_barcode</span>, <span class="fl">50</span><span class="op">)</span></span>
-<span><span class="fu"><a href="../reference/plotSCEHeatmap.html">plotSCEHeatmap</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span>, featureIndex <span class="op">=</span> <span class="va">subsetFeatureName</span>, featureIndexBy <span class="op">=</span> <span class="st">"feature_name"</span>, cellIndex <span class="op">=</span> <span class="va">subsetCellBarcode</span>, cellIndexBy <span class="op">=</span> <span class="st">"cell_barcode"</span><span class="op">)</span></span></code></pre></div>
+<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">list_of_FIDs</span><span class="op">&lt;-</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"ENSG00000251562"</span>,<span class="st">"ENSG00000205542"</span>,<span class="st">"ENSG00000177954"</span>,<span class="st">"ENSG00000166710"</span><span class="op">)</span></span>
+<span></span>
+<span><span class="fu"><a href="../reference/plotSCEHeatmap.html">plotSCEHeatmap</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce2</span>, useAssay <span class="op">=</span> <span class="st">"logcounts"</span>, featureIndexBy <span class="op">=</span> <span class="st">"feature_ID"</span>,  featureIndex <span class="op">=</span> <span class="va">list_of_FIDs</span>, cluster_rows <span class="op">=</span> <span class="cn">TRUE</span>, cluster_columns <span class="op">=</span> <span class="cn">TRUE</span>, rowLabel <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
 <p><img src="heatmap_files/figure-html/indexBy-1.png" width="700"></p>
 </details><p><strong>Adding Annotations</strong></p>
 <p>As introduced before, we allow directly using column names of
@@ -509,16 +512,12 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 annotations. To make use of this functionality, pass a
 <code>character</code> vector to <code>rowDataName</code> or
 <code>colDataName</code>.</p>
-<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="co"># Make up arbitrary annotation, </span></span>
-<span><span class="va">rowRandLabel</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/rep.html" class="external-link">rep</a></span><span class="op">(</span><span class="st">'aa'</span>, <span class="fl">100</span><span class="op">)</span>, <span class="fu"><a href="https://rdrr.io/r/base/rep.html" class="external-link">rep</a></span><span class="op">(</span><span class="st">'bb'</span>, <span class="fl">100</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="fu"><a href="https://rdrr.io/pkg/SummarizedExperiment/man/SummarizedExperiment-class.html" class="external-link">rowData</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span><span class="op">$</span><span class="va">randLabel</span> <span class="op">&lt;-</span> <span class="va">rowRandLabel</span></span>
-<span><span class="va">colRandLabel</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/rep.html" class="external-link">rep</a></span><span class="op">(</span><span class="st">'cc'</span>, <span class="fl">195</span><span class="op">)</span>, <span class="fu"><a href="https://rdrr.io/r/base/rep.html" class="external-link">rep</a></span><span class="op">(</span><span class="st">'dd'</span>, <span class="fl">195</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="fu"><a href="https://rdrr.io/pkg/SummarizedExperiment/man/SummarizedExperiment-class.html" class="external-link">colData</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span><span class="op">$</span><span class="va">randLabel</span> <span class="op">&lt;-</span> <span class="va">colRandLabel</span></span>
-<span><span class="fu"><a href="../reference/plotSCEHeatmap.html">plotSCEHeatmap</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span>, featureIndex <span class="op">=</span> <span class="va">featureSubset</span>, cellIndex <span class="op">=</span> <span class="va">cellSubset</span>, rowDataName <span class="op">=</span> <span class="st">"randLabel"</span>, colDataName <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"type"</span>, <span class="st">"randLabel"</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
+<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="co"># Creat new annotation for markers </span></span>
+<span><span class="fu"><a href="../reference/plotSCEHeatmap.html">plotSCEHeatmap</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce2</span>, useAssay <span class="op">=</span> <span class="st">"logcounts"</span>, featureIndex <span class="op">=</span> <span class="va">topMarkers</span><span class="op">$</span><span class="va">Gene</span>, colDataName <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span> <span class="st">"scranSNN_PCA"</span><span class="op">)</span>,rowLabel <span class="op">=</span> <span class="cn">TRUE</span>, cluster_rows <span class="op">=</span> <span class="cn">TRUE</span>, cluster_columns <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
 <p><img src="heatmap_files/figure-html/colRowAnn-1.png" width="700"></p>
 <details><summary><b>Customized Annotation</b></summary><p>Fully customized annotation is also supported, though it can be
-complexed for users. For the labeling, it is more recommanded to insert
+complex for users. For the labeling, it is more recommended to insert
 the information into <code>rowData</code> or <code>colData</code> and
 then make use. For coloring, information should be passed to
 <code>featureAnnotationColor</code> or <code>cellAnnotationColor</code>.
@@ -535,9 +534,56 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 <code>rowSplitBy</code> or <code>colSplitBy</code>, and the arguments
 must be a <code>character</code> vector that is a subset of the
 specified annotation.</p>
-<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/plotSCEHeatmap.html">plotSCEHeatmap</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span>, featureIndex <span class="op">=</span> <span class="va">featureSubset</span>, cellIndex <span class="op">=</span> <span class="va">cellSubset</span>, rowDataName <span class="op">=</span> <span class="st">"randLabel"</span>, colDataName <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"type"</span>, <span class="st">"randLabel"</span><span class="op">)</span>, rowSplitBy <span class="op">=</span> <span class="st">"randLabel"</span>, colSplitBy <span class="op">=</span> <span class="st">"type"</span><span class="op">)</span></span></code></pre></div>
+<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="co"># Create a new label in the rowData using the cluster markers</span></span>
+<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://dplyr.tidyverse.org" class="external-link">dplyr</a></span><span class="op">)</span></span></code></pre></div>
+<pre><code><span><span class="co">## </span></span>
+<span><span class="co">## Attaching package: 'dplyr'</span></span></code></pre>
+<pre><code><span><span class="co">## The following object is masked from 'package:Biobase':</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">##     combine</span></span></code></pre>
+<pre><code><span><span class="co">## The following objects are masked from 'package:GenomicRanges':</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">##     intersect, setdiff, union</span></span></code></pre>
+<pre><code><span><span class="co">## The following object is masked from 'package:GenomeInfoDb':</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">##     intersect</span></span></code></pre>
+<pre><code><span><span class="co">## The following objects are masked from 'package:IRanges':</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">##     collapse, desc, intersect, setdiff, slice, union</span></span></code></pre>
+<pre><code><span><span class="co">## The following objects are masked from 'package:S4Vectors':</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">##     first, intersect, rename, setdiff, setequal, union</span></span></code></pre>
+<pre><code><span><span class="co">## The following objects are masked from 'package:BiocGenerics':</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">##     combine, intersect, setdiff, union</span></span></code></pre>
+<pre><code><span><span class="co">## The following object is masked from 'package:matrixStats':</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">##     count</span></span></code></pre>
+<pre><code><span><span class="co">## The following objects are masked from 'package:stats':</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">##     filter, lag</span></span></code></pre>
+<pre><code><span><span class="co">## The following objects are masked from 'package:base':</span></span>
+<span><span class="co">## </span></span>
+<span><span class="co">##     intersect, setdiff, setequal, union</span></span></code></pre>
+<div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/pkg/SummarizedExperiment/man/SummarizedExperiment-class.html" class="external-link">rowData</a></span><span class="op">(</span><span class="va">sce2</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span> </span>
+<span>  <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate-joins.html" class="external-link">left_join</a></span><span class="op">(</span><span class="va">topMarkers</span>, by <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"feature_name"</span> <span class="op">=</span> <span class="st">"Gene"</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span>
+<span>  <span class="fu"><a href="https://dplyr.tidyverse.org/reference/rename.html" class="external-link">rename</a></span><span class="op">(</span><span class="st">"cluster_markers"</span> <span class="op">=</span> <span class="st">"scranSNN_PCA"</span><span class="op">)</span> <span class="op">-&gt;</span> <span class="va">new_row_data</span></span>
+<span><span class="fu"><a href="https://rdrr.io/pkg/SummarizedExperiment/man/SummarizedExperiment-class.html" class="external-link">rowData</a></span><span class="op">(</span><span class="va">sce2</span><span class="op">)</span><span class="op">$</span><span class="va">cluster_markers</span> <span class="op">&lt;-</span><span class="va">new_row_data</span><span class="op">$</span><span class="va">cluster_markers</span></span>
+<span></span>
+<span><span class="fu"><a href="../reference/plotSCEHeatmap.html">plotSCEHeatmap</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce2</span>, useAssay <span class="op">=</span> <span class="st">"logcounts"</span>, featureIndex <span class="op">=</span> <span class="va">topMarkers</span><span class="op">$</span><span class="va">Gene</span>, colDataName <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"type"</span><span class="op">)</span>, aggregateCol <span class="op">=</span> <span class="st">"scranSNN_PCA"</span>, rowGap <span class="op">=</span> <span class="fu">grid</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/grid/unit.html" class="external-link">unit</a></span><span class="op">(</span><span class="fl">2</span>, <span class="st">'mm'</span><span class="op">)</span>,rowLabel <span class="op">=</span> <span class="cn">TRUE</span>, rowDataName <span class="op">=</span> <span class="st">"cluster_markers"</span>, rowSplitBy <span class="op">=</span> <span class="st">"cluster_markers"</span><span class="op">)</span></span></code></pre></div>
 <p><img src="heatmap_files/figure-html/split-1.png" width="700"></p>
+<div class="sourceCode" id="cb18"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="co"># Adding a summary </span></span>
+<span></span>
+<span><span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/pkg/SummarizedExperiment/man/SummarizedExperiment-class.html" class="external-link">colData</a></span><span class="op">(</span><span class="va">sce2</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span> </span>
+<span>  <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html" class="external-link">mutate</a></span><span class="op">(</span>summary_col <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></span><span class="op">(</span><span class="fl">5</span>,<span class="fu"><a href="https://dplyr.tidyverse.org/reference/context.html" class="external-link">n</a></span><span class="op">(</span><span class="op">)</span>, replace <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span><span class="op">)</span> <span class="op">-&gt;</span> <span class="va">new_col_data</span></span>
+<span></span>
+<span><span class="fu"><a href="https://rdrr.io/pkg/SummarizedExperiment/man/SummarizedExperiment-class.html" class="external-link">colData</a></span><span class="op">(</span><span class="va">sce2</span><span class="op">)</span><span class="op">&lt;-</span><span class="fu">DataFrame</span><span class="op">(</span><span class="va">new_col_data</span><span class="op">)</span></span>
+<span></span>
+<span><span class="fu"><a href="../reference/plotSCEHeatmap.html">plotSCEHeatmap</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce2</span>, useAssay <span class="op">=</span> <span class="st">"logcounts"</span>, featureIndex <span class="op">=</span> <span class="va">topMarkers</span><span class="op">$</span><span class="va">Gene</span>, colDataName <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"type"</span><span class="op">)</span>, aggregateCol <span class="op">=</span> <span class="st">"scranSNN_PCA"</span>, rowGap <span class="op">=</span> <span class="fu">grid</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/grid/unit.html" class="external-link">unit</a></span><span class="op">(</span><span class="fl">2</span>, <span class="st">'mm'</span><span class="op">)</span>,rowLabel <span class="op">=</span> <span class="cn">TRUE</span>, rowDataName <span class="op">=</span> <span class="st">"cluster_markers"</span>, rowSplitBy <span class="op">=</span> <span class="st">"cluster_markers"</span>, addCellSummary <span class="op">=</span> <span class="st">"summary_col"</span> <span class="op">)</span></span></code></pre></div>
+<p><img src="heatmap_files/figure-html/split-2.png" width="700"></p>
 <p><strong>2. Cell/Feature Labeling</strong> Text labels of features or
 cells can be added via <code>rowLabel</code> or <code>colLabel</code>.
 Use <code>TRUE</code> or <code>FALSE</code> to specify whether to show
@@ -554,8 +600,8 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 (<code>"Genes"</code>) and column title (<code>"Cells"</code>) can be
 changed or removed by passing a string or <code>NULL</code> to
 <code>rowTitle</code> or <code>colTitle</code>, respectively.</p>
-<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/plotSCEHeatmap.html">plotSCEHeatmap</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span>, featureIndex <span class="op">=</span> <span class="va">featureSubset</span>, cellIndex <span class="op">=</span> <span class="va">cellSubset</span>, rowLabel <span class="op">=</span> <span class="st">"feature_name"</span>, colLabel <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/seq.html" class="external-link">seq</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/nrow.html" class="external-link">ncol</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span><span class="op">)</span>, colDend <span class="op">=</span> <span class="cn">FALSE</span>, rowTitle <span class="op">=</span> <span class="st">"Downsampled features"</span><span class="op">)</span></span></code></pre></div>
+<div class="sourceCode" id="cb19"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/plotSCEHeatmap.html">plotSCEHeatmap</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce2</span>, useAssay <span class="op">=</span> <span class="st">"logcounts"</span>, featureIndex <span class="op">=</span> <span class="va">topMarkers</span><span class="op">$</span><span class="va">Gene</span>, rowGap <span class="op">=</span> <span class="fu">grid</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/grid/unit.html" class="external-link">unit</a></span><span class="op">(</span><span class="fl">2</span>, <span class="st">'mm'</span><span class="op">)</span>,rowLabel <span class="op">=</span> <span class="cn">TRUE</span>,  rowTitle <span class="op">=</span> <span class="st">"Markers"</span>,colTitle <span class="op">=</span> <span class="st">"Clusters"</span>, cluster_columns <span class="op">=</span> <span class="cn">TRUE</span>, cluster_rows <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
 <p><img src="heatmap_files/figure-html/label-1.png" width="700"></p>
 <p>There are still some parameters not mentioned here, but they are not
 frequently used. Please refer to <code><a href="../reference/plotSCEHeatmap.html">?plotSCEHeatmap</a></code> as well as
@@ -583,9 +629,7 @@ <h2 class="unnumbered" id="references">References<a class="anchor" aria-label="a
 
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
 
-        <nav id="toc" data-toggle="toc"><h2 data-toc-skip>Contents</h2>
-    </nav>
-</div>
+      </div>
 
 </div>
 
@@ -598,16 +642,16 @@ <h2 class="unnumbered" id="references">References<a class="anchor" aria-label="a
 
 <div class="pkgdown">
   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer>
 </div>
 
-  
 
 
-  
+
+
 
   </body>
 </html>
diff --git a/docs/articles/heatmap_files/figure-html/colRowAnn-1.png b/docs/articles/heatmap_files/figure-html/colRowAnn-1.png
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diff --git a/docs/articles/import_data.html b/docs/articles/import_data.html
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 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]-->
 </head>
 <body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-article">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -34,7 +33,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -43,7 +42,7 @@
 <li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -52,7 +51,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
@@ -79,7 +78,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
@@ -224,13 +223,13 @@
 <li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul>
@@ -241,7 +240,7 @@
 </div>
 <!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -383,9 +382,7 @@ <h2 class="unnumbered" id="references">References<a class="anchor" aria-label="a
 
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
 
-        <nav id="toc" data-toggle="toc"><h2 data-toc-skip>Contents</h2>
-    </nav>
-</div>
+      </div>
 
 </div>
 
@@ -398,16 +395,16 @@ <h2 class="unnumbered" id="references">References<a class="anchor" aria-label="a
 
 <div class="pkgdown">
   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer>
 </div>
 
-  
 
 
-  
+
+
 
   </body>
 </html>
diff --git a/docs/articles/index.html b/docs/articles/index.html
index a91a00a57..67b87fe16 100644
--- a/docs/articles/index.html
+++ b/docs/articles/index.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Articles • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Articles"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Articles • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Articles"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-article-index">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -259,6 +259,8 @@ <h3>All vignettes</h3>
         <dd>
         </dd><dt><a href="seurat_curated_workflow.html">Seurat Curated Workflow</a></dt>
         <dd>
+        </dd><dt><a href="singleCellTK.html">Introduction to singleCellTK</a></dt>
+        <dd>
         </dd><dt><a href="trajectoryAnalysis.html">Trajectory Analysis with TSCAN</a></dt>
         <dd>
         </dd><dt><a href="ui_qc.html">Using the UI to generate QC metrics</a></dt>
@@ -267,8 +269,6 @@ <h3>All vignettes</h3>
         <dd>
         </dd><dt><a href="webApp.html">SCTK Web Application</a></dt>
         <dd>
-        </dd><dt><a href="singleCellTK.html">Introduction to singleCellTK</a></dt>
-        <dd>
       </dd></dl></div>
   </div>
 </div>
@@ -279,15 +279,15 @@ <h3>All vignettes</h3>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/articles/installation.html b/docs/articles/installation.html
index 9cb020345..9ccf66fb0 100644
--- a/docs/articles/installation.html
+++ b/docs/articles/installation.html
@@ -6,21 +6,20 @@
 <meta http-equiv="X-UA-Compatible" content="IE=edge">
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
 <title>Installation • singleCellTK</title>
-<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
+<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
 <script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css">
 <script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
 <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous">
 <!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet">
 <script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet">
 <script src="../extra.js"></script><meta property="og:title" content="Installation">
-<meta property="og:description" content="singleCellTK">
 <!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]-->
 </head>
 <body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-article">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -34,7 +33,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -43,7 +42,7 @@
 <li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -52,7 +51,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
@@ -79,7 +78,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
@@ -224,13 +223,13 @@
 <li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul>
@@ -241,7 +240,7 @@
 </div>
 <!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -502,9 +501,7 @@ <h2 id="develop-singlecelltk">Develop singleCellTK<a class="anchor" aria-label="
 
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
 
-        <nav id="toc" data-toggle="toc"><h2 data-toc-skip>Contents</h2>
-    </nav>
-</div>
+      </div>
 
 </div>
 
@@ -517,16 +514,16 @@ <h2 id="develop-singlecelltk">Develop singleCellTK<a class="anchor" aria-label="
 
 <div class="pkgdown">
   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer>
 </div>
 
-  
 
 
-  
+
+
 
   </body>
 </html>
diff --git a/docs/articles/normalization.html b/docs/articles/normalization.html
index 78af12e9d..11b425882 100644
--- a/docs/articles/normalization.html
+++ b/docs/articles/normalization.html
@@ -6,21 +6,20 @@
 <meta http-equiv="X-UA-Compatible" content="IE=edge">
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
 <title>Normalization • singleCellTK</title>
-<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
+<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
 <script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css">
 <script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
 <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous">
 <!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet">
 <script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet">
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diff --git a/docs/articles/pathwayAnalysis.html b/docs/articles/pathwayAnalysis.html
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diff --git a/docs/articles/scanpy_curated_workflow.html b/docs/articles/scanpy_curated_workflow.html
index 0962665d3..5376eb550 100644
--- a/docs/articles/scanpy_curated_workflow.html
+++ b/docs/articles/scanpy_curated_workflow.html
@@ -6,21 +6,20 @@
 <meta http-equiv="X-UA-Compatible" content="IE=edge">
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
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+<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
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 </head>
 <body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-article">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -34,7 +33,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -43,7 +42,7 @@
 <li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -52,7 +51,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
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   <ul class="dropdown-menu" role="menu">
@@ -79,7 +78,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
@@ -224,13 +223,13 @@
 <li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
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+
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 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul>
@@ -241,7 +240,7 @@
 </div>
 <!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -574,13 +573,13 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 few genes in the table:</p>
 <div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="fu">metadata</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span><span class="op">[[</span><span class="st">"scanpyMarkersTable"</span><span class="op">]</span><span class="op">]</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-<pre><code><span><span class="co">##        Gene findMarker_cluster  Log2_FC        Pvalue   zscore</span></span>
-<span><span class="co">## 01     CD74                  0 4.057573  0.000000e+00 78.69228</span></span>
-<span><span class="co">## 02  HLA-DRA                  0 4.877226  0.000000e+00 74.43016</span></span>
-<span><span class="co">## 03    CD79A                  0 7.735484 2.272841e-165 52.24474</span></span>
-<span><span class="co">## 04 HLA-DPB1                  0 4.021307 4.142218e-253 51.94960</span></span>
-<span><span class="co">## 05 HLA-DRB1                  0 3.864657 3.225850e-229 47.71487</span></span>
-<span><span class="co">## 06    CD79B                  0 5.529685 1.860679e-150 44.38144</span></span></code></pre>
+<pre><code><span><span class="co">##      Gene findMarker_cluster   Log2_FC        Pvalue   zscore</span></span>
+<span><span class="co">## 01  RPS12                  0 0.8089651 2.093646e-105 25.08269</span></span>
+<span><span class="co">## 02  RPS25                  0 0.8680546  6.748015e-95 23.33849</span></span>
+<span><span class="co">## 03   RPS6                  0 0.7139596  2.935386e-91 23.30149</span></span>
+<span><span class="co">## 04  RPS27                  0 0.7877940  2.479621e-88 22.71698</span></span>
+<span><span class="co">## 05  RPL31                  0 0.8843585  2.715709e-83 21.65312</span></span>
+<span><span class="co">## 06 MALAT1                  0 0.7837504  4.076034e-79 21.44774</span></span></code></pre>
 <p>Expression of individual marker genes can be visualized in Feature
 plots, Dot plots, Violin plots, Matrix plots and via a Heatmap:</p>
 <div class="sourceCode" id="cb19"><pre class="downlit sourceCode r">
@@ -603,9 +602,7 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
 
-        <nav id="toc" data-toggle="toc"><h2 data-toc-skip>Contents</h2>
-    </nav>
-</div>
+      </div>
 
 </div>
 
@@ -618,16 +615,16 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 
 <div class="pkgdown">
   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
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 </div>
 
-  
 
 
-  
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+
 
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diff --git a/docs/articles/seurat_curated_workflow.html b/docs/articles/seurat_curated_workflow.html
index 48a1c4982..6ebd136c7 100644
--- a/docs/articles/seurat_curated_workflow.html
+++ b/docs/articles/seurat_curated_workflow.html
@@ -6,21 +6,20 @@
 <meta http-equiv="X-UA-Compatible" content="IE=edge">
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
 <title>Seurat Curated Workflow • singleCellTK</title>
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+<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
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 <![endif]-->
 </head>
 <body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-article">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -34,7 +33,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -43,7 +42,7 @@
 <li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -52,7 +51,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
@@ -79,7 +78,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
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@@ -224,13 +223,13 @@
 <li>
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     <span class="fab fa-github fa-lg"></span>
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+
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 </li>
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   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
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 </li>
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@@ -241,12 +240,9 @@
 </div>
 <!--/.navbar -->
 
-      
 
-      </header><link href="seurat_curated_workflow_files/htmltools-fill-0.5.8.1/fill.css" rel="stylesheet">
-<script src="seurat_curated_workflow_files/htmlwidgets-1.6.4/htmlwidgets.js"></script><script src="seurat_curated_workflow_files/plotly-binding-4.10.4/plotly.js"></script><script src="seurat_curated_workflow_files/typedarray-0.1/typedarray.min.js"></script><link href="seurat_curated_workflow_files/crosstalk-1.2.1/css/crosstalk.min.css" rel="stylesheet">
-<script src="seurat_curated_workflow_files/crosstalk-1.2.1/js/crosstalk.min.js"></script><link href="seurat_curated_workflow_files/plotly-htmlwidgets-css-2.11.1/plotly-htmlwidgets.css" rel="stylesheet">
-<script src="seurat_curated_workflow_files/plotly-main-2.11.1/plotly-latest.min.js"></script><div class="row">
+
+      </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header toc-ignore">
       <h1 data-toc-skip>Seurat Curated Workflow</h1>
@@ -486,7 +482,7 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 <span><span class="co">## metadata(3): sctk scDblFinder.threshold assayType</span></span>
 <span><span class="co">## assays(2): counts decontXcounts</span></span>
 <span><span class="co">## rownames(32738): MIR1302-10 FAM138A ... AC002321.2 AC002321.1</span></span>
-<span><span class="co">## rowData names(3): ENSEMBL_ID Symbol_TENx Symbol</span></span>
+<span><span class="co">## rowData names(4): ENSEMBL_ID Symbol_TENx Symbol subsets_mito</span></span>
 <span><span class="co">## colnames(2627): pbmc3k_AAACATACAACCAC-1 pbmc3k_AAACATTGAGCTAC-1 ...</span></span>
 <span><span class="co">##   pbmc3k_TTTGCATGAGAGGC-1 pbmc3k_TTTGCATGCCTCAC-1</span></span>
 <span><span class="co">## colData names(29): Sample Barcode ... decontX_contamination</span></span>
@@ -547,8 +543,8 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 <div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co"># Plot Elbowplot</span></span>
 <span><span class="fu"><a href="../reference/plotSeuratElbow.html">plotSeuratElbow</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span><span class="op">)</span></span></code></pre></div>
-<div class="plotly html-widget html-fill-item" id="htmlwidget-a1ac530cfa52d3babb35" style="width:700px;height:432.632880098888px;"></div>
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+<p><img src="seurat_curated_workflow_files/figure-html/seurat_dm-2.png" width="700"></p>
+<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co"># Compute JackStraw</span></span>
 <span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/runSeuratJackStraw.html">runSeuratJackStraw</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"seuratNormData"</span>, dims <span class="op">=</span> <span class="fl">50</span><span class="op">)</span></span>
 <span></span>
@@ -597,10 +593,10 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 <pre><code><span><span class="co">## Modularity Optimizer version 1.3.0 by Ludo Waltman and Nees Jan van Eck</span></span>
 <span><span class="co">## </span></span>
 <span><span class="co">## Number of nodes: 2627</span></span>
-<span><span class="co">## Number of edges: 94190</span></span>
+<span><span class="co">## Number of edges: 94157</span></span>
 <span><span class="co">## </span></span>
 <span><span class="co">## Running Louvain algorithm...</span></span>
-<span><span class="co">## Maximum modularity in 10 random starts: 0.8369</span></span>
+<span><span class="co">## Maximum modularity in 10 random starts: 0.8367</span></span>
 <span><span class="co">## Number of communities: 10</span></span>
 <span><span class="co">## Elapsed time: 0 seconds</span></span></code></pre>
 <p><code><a href="../reference/plotSeuratReduction.html">plotSeuratReduction()</a></code> can then be used to plot all
@@ -631,20 +627,20 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 <span><span class="va">markerGenes</span> <span class="op">&lt;-</span> <span class="va">markerGenes</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/order.html" class="external-link">order</a></span><span class="op">(</span><span class="op">-</span><span class="va">markerGenes</span><span class="op">$</span><span class="va">avg_log2FC</span>, <span class="va">markerGenes</span><span class="op">$</span><span class="va">p_val</span><span class="op">)</span>,<span class="op">]</span></span>
 <span></span>
 <span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">markerGenes</span><span class="op">)</span></span></code></pre></div>
-<pre><code><span><span class="co">##         gene.id         p_val avg_log2FC pct.1 pct.2     p_val_adj cluster1</span></span>
-<span><span class="co">## 9952     FCER1A 2.437284e-245   7.894711 0.871 0.011 7.979180e-241        9</span></span>
-<span><span class="co">## 2030 AC079767.4  1.403770e-60   7.704734 0.124 0.001  4.595661e-56        2</span></span>
-<span><span class="co">## 6494       VMO1  4.036596e-73   7.614426 0.149 0.001  1.321501e-68        6</span></span>
-<span><span class="co">## 2012      IGLL5  1.647933e-88   7.526822 0.236 0.011  5.395003e-84        2</span></span>
-<span><span class="co">## 1983  LINC00926 1.065847e-252   7.078343 0.537 0.010 3.489370e-248        2</span></span>
-<span><span class="co">## 1985     VPREB3 3.103973e-225   6.882444 0.472 0.007 1.016179e-220        2</span></span>
-<span><span class="co">##      cluster2</span></span>
-<span><span class="co">## 9952      all</span></span>
-<span><span class="co">## 2030      all</span></span>
-<span><span class="co">## 6494      all</span></span>
-<span><span class="co">## 2012      all</span></span>
-<span><span class="co">## 1983      all</span></span>
-<span><span class="co">## 1985      all</span></span></code></pre>
+<pre><code><span><span class="co">##          gene.id         p_val avg_log2FC pct.1 pct.2     p_val_adj cluster1</span></span>
+<span><span class="co">## 6569       LYPD2  1.218958e-52   8.799225 0.101 0.000  3.990626e-48        6</span></span>
+<span><span class="co">## 10024     FCER1A 2.437284e-245   7.894711 0.871 0.011 7.979180e-241        9</span></span>
+<span><span class="co">## 2039  AC079767.4  5.726383e-61   7.714132 0.124 0.001  1.874703e-56        2</span></span>
+<span><span class="co">## 6521        VMO1  2.048582e-75   7.659427 0.154 0.001  6.706649e-71        6</span></span>
+<span><span class="co">## 2021       IGLL5  3.956645e-89   7.536220 0.237 0.011  1.295326e-84        2</span></span>
+<span><span class="co">## 1992   LINC00926 2.141923e-254   7.087741 0.540 0.010 7.012228e-250        2</span></span>
+<span><span class="co">##       cluster2</span></span>
+<span><span class="co">## 6569       all</span></span>
+<span><span class="co">## 10024      all</span></span>
+<span><span class="co">## 2039       all</span></span>
+<span><span class="co">## 6521       all</span></span>
+<span><span class="co">## 2021       all</span></span>
+<span><span class="co">## 1992       all</span></span></code></pre>
 <p>The marker genes identified can be visualized through one of the
 available plots from <code>ridge plot</code>, <code>violin plot</code>,
 <code>feature plot</code>, <code>dot plot</code> and
@@ -712,9 +708,7 @@ <h2 class="unnumbered" id="references">References<a class="anchor" aria-label="a
 
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
 
-        <nav id="toc" data-toggle="toc"><h2 data-toc-skip>Contents</h2>
-    </nav>
-</div>
+      </div>
 
 </div>
 
@@ -727,16 +721,16 @@ <h2 class="unnumbered" id="references">References<a class="anchor" aria-label="a
 
 <div class="pkgdown">
   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer>
 </div>
 
-  
 
 
-  
+
+
 
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 </html>
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diff --git a/docs/articles/singleCellTK.html b/docs/articles/singleCellTK.html
index 1dea934bc..e0c875b24 100644
--- a/docs/articles/singleCellTK.html
+++ b/docs/articles/singleCellTK.html
@@ -6,21 +6,20 @@
 <meta http-equiv="X-UA-Compatible" content="IE=edge">
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
 <title>Introduction to singleCellTK • singleCellTK</title>
-<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
+<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
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 <script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
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 <script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet">
 <script src="../extra.js"></script><meta property="og:title" content="Introduction to singleCellTK">
-<meta property="og:description" content="singleCellTK">
 <!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]-->
 </head>
 <body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-article">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -34,7 +33,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -43,7 +42,7 @@
 <li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -52,7 +51,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
@@ -79,7 +78,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
@@ -224,13 +223,13 @@
 <li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul>
@@ -241,7 +240,7 @@
 </div>
 <!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -390,13 +389,13 @@ <h2 id="vignettes">Vignettes<a class="anchor" aria-label="anchor" href="#vignett
 <div class="section level2">
 <h2 class="unnumbered" id="session-info">Session info<a class="anchor" aria-label="anchor" href="#session-info"></a>
 </h2>
-<pre><code><span><span class="co">## R version 4.3.3 (2024-02-29)</span></span>
-<span><span class="co">## Platform: x86_64-apple-darwin20 (64-bit)</span></span>
-<span><span class="co">## Running under: macOS Sonoma 14.4.1</span></span>
+<pre><code><span><span class="co">## R version 4.4.2 (2024-10-31)</span></span>
+<span><span class="co">## Platform: x86_64-apple-darwin20</span></span>
+<span><span class="co">## Running under: macOS Sequoia 15.3</span></span>
 <span><span class="co">## </span></span>
 <span><span class="co">## Matrix products: default</span></span>
-<span><span class="co">## BLAS:   /Library/Frameworks/R.framework/Versions/4.3-x86_64/Resources/lib/libRblas.0.dylib </span></span>
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+<span><span class="co">## BLAS:   /Library/Frameworks/R.framework/Versions/4.4-x86_64/Resources/lib/libRblas.0.dylib </span></span>
+<span><span class="co">## LAPACK: /Library/Frameworks/R.framework/Versions/4.4-x86_64/Resources/lib/libRlapack.dylib;  LAPACK version 3.12.0</span></span>
 <span><span class="co">## </span></span>
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@@ -408,28 +407,25 @@ <h2 class="unnumbered" id="session-info">Session info<a class="anchor" aria-labe
 <span><span class="co">## [1] stats     graphics  grDevices utils     datasets  methods   base     </span></span>
 <span><span class="co">## </span></span>
 <span><span class="co">## other attached packages:</span></span>
-<span><span class="co">## [1] BiocStyle_2.30.0</span></span>
+<span><span class="co">## [1] BiocStyle_2.34.0</span></span>
 <span><span class="co">## </span></span>
 <span><span class="co">## loaded via a namespace (and not attached):</span></span>
-<span><span class="co">##  [1] vctrs_0.6.5         cli_3.6.2           knitr_1.46         </span></span>
-<span><span class="co">##  [4] rlang_1.1.3         xfun_0.43           purrr_1.0.2        </span></span>
-<span><span class="co">##  [7] textshaping_0.3.7   jsonlite_1.8.8      htmltools_0.5.8.1  </span></span>
-<span><span class="co">## [10] ragg_1.3.0          sass_0.4.9          rmarkdown_2.26     </span></span>
-<span><span class="co">## [13] evaluate_0.23       jquerylib_0.1.4     fastmap_1.1.1      </span></span>
-<span><span class="co">## [16] yaml_2.3.8          lifecycle_1.0.4     memoise_2.0.1      </span></span>
-<span><span class="co">## [19] bookdown_0.37       BiocManager_1.30.22 compiler_4.3.3     </span></span>
-<span><span class="co">## [22] fs_1.6.4            systemfonts_1.0.6   digest_0.6.35      </span></span>
-<span><span class="co">## [25] R6_2.5.1            magrittr_2.0.3      bslib_0.7.0        </span></span>
-<span><span class="co">## [28] tools_4.3.3         pkgdown_2.0.7       cachem_1.0.8       </span></span>
-<span><span class="co">## [31] desc_1.4.3</span></span></code></pre>
+<span><span class="co">##  [1] digest_0.6.37       desc_1.4.3          R6_2.6.0           </span></span>
+<span><span class="co">##  [4] bookdown_0.42       fastmap_1.2.0       xfun_0.50          </span></span>
+<span><span class="co">##  [7] cachem_1.1.0        knitr_1.49          htmltools_0.5.8.1  </span></span>
+<span><span class="co">## [10] rmarkdown_2.29      lifecycle_1.0.4     cli_3.6.3          </span></span>
+<span><span class="co">## [13] sass_0.4.9          pkgdown_2.1.1       textshaping_1.0.0  </span></span>
+<span><span class="co">## [16] jquerylib_0.1.4     systemfonts_1.2.1   compiler_4.4.2     </span></span>
+<span><span class="co">## [19] rstudioapi_0.17.1   tools_4.4.2         ragg_1.3.3         </span></span>
+<span><span class="co">## [22] bslib_0.9.0         evaluate_1.0.3      yaml_2.3.10        </span></span>
+<span><span class="co">## [25] BiocManager_1.30.25 jsonlite_1.8.9      rlang_1.1.5        </span></span>
+<span><span class="co">## [28] fs_1.6.5            htmlwidgets_1.6.4</span></span></code></pre>
 </div>
   </div>
 
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
 
-        <nav id="toc" data-toggle="toc"><h2 data-toc-skip>Contents</h2>
-    </nav>
-</div>
+      </div>
 
 </div>
 
@@ -442,16 +438,16 @@ <h2 class="unnumbered" id="session-info">Session info<a class="anchor" aria-labe
 
 <div class="pkgdown">
   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer>
 </div>
 
-  
 
 
-  
+
+
 
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diff --git a/docs/articles/trajectoryAnalysis.html b/docs/articles/trajectoryAnalysis.html
index cb6663cf6..d7a633156 100644
--- a/docs/articles/trajectoryAnalysis.html
+++ b/docs/articles/trajectoryAnalysis.html
@@ -6,21 +6,20 @@
 <meta http-equiv="X-UA-Compatible" content="IE=edge">
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
 <title>Trajectory Analysis with TSCAN • singleCellTK</title>
-<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
+<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
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 <script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet">
 <script src="../extra.js"></script><meta property="og:title" content="Trajectory Analysis with TSCAN">
-<meta property="og:description" content="singleCellTK">
 <!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <![endif]-->
 </head>
 <body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-article">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -34,7 +33,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -43,7 +42,7 @@
 <li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -52,7 +51,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
@@ -79,7 +78,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu">
@@ -224,13 +223,13 @@
 <li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul>
@@ -241,7 +240,7 @@
 </div>
 <!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -571,7 +570,7 @@ <h2 id="workflow-guide">Workflow Guide<a class="anchor" aria-label="anchor" href
 feature expression, looks like:</p>
 <div class="sourceCode" id="cb11"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="va">tableList</span><span class="op">$</span><span class="va">`6`</span></span></code></pre></div>
-<pre><code><span><span class="co">## DataFrame with 0 rows and 3 columns</span></span></code></pre>
+<pre><code><span><span class="co">## NULL</span></span></code></pre>
 </details><details><summary><b>Show recomputed pseudotime rooting from the cluster</b></summary><div class="sourceCode" id="cb13"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="fu"><a href="../reference/plotTSCANClusterPseudo.html">plotTSCANClusterPseudo</a></span><span class="op">(</span><span class="va">sce</span>, useCluster <span class="op">=</span> <span class="va">useCluster</span>, useReducedDim <span class="op">=</span> <span class="st">"UMAP"</span><span class="op">)</span></span></code></pre></div>
 <p><img src="trajectoryAnalysis_files/figure-html/tscanClusterPseudo-1.png" width="700" style="display: block; margin: auto;"></p>
@@ -601,9 +600,7 @@ <h2 class="unnumbered" id="references">References<a class="anchor" aria-label="a
 
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
 
-        <nav id="toc" data-toggle="toc"><h2 data-toc-skip>Contents</h2>
-    </nav>
-</div>
+      </div>
 
 </div>
 
@@ -616,16 +613,16 @@ <h2 class="unnumbered" id="references">References<a class="anchor" aria-label="a
 
 <div class="pkgdown">
   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer>
 </div>
 
-  
 
 
-  
+
+
 
   </body>
 </html>
diff --git a/docs/articles/trajectoryAnalysis_files/figure-html/plotTSCANDEG-1.png b/docs/articles/trajectoryAnalysis_files/figure-html/plotTSCANDEG-1.png
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diff --git a/docs/articles/ui_qc.html b/docs/articles/ui_qc.html
index dbb0f38c3..e88be74c9 100644
--- a/docs/articles/ui_qc.html
+++ b/docs/articles/ui_qc.html
@@ -6,21 +6,20 @@
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+
 
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-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
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+
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+
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@@ -79,7 +78,7 @@
 <li class="dropdown">
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+
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+
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@@ -241,7 +240,7 @@
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   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
 
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+      </div>
 
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diff --git a/docs/articles/visualization.html b/docs/articles/visualization.html
index 458b94f0c..582ccc321 100644
--- a/docs/articles/visualization.html
+++ b/docs/articles/visualization.html
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+<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
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+      </div>
 
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diff --git a/docs/authors.html b/docs/authors.html
index b09e7e226..c58c143bc 100644
--- a/docs/authors.html
+++ b/docs/authors.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
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+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Authors and Citation • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="bootstrap-toc.css"><script src="bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="pkgdown.css" rel="stylesheet"><script src="pkgdown.js"></script><link href="extra.css" rel="stylesheet"><script src="extra.js"></script><meta property="og:title" content="Authors and Citation"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
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@@ -17,7 +17,7 @@
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       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
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 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
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+
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   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,29 +180,29 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
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+
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 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
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   </div><!--/.container -->
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-      
+
 
       </header><div class="row">
   <div class="contents col-md-9">
     <div class="section level2 authors-section">
       <div class="page-header">
-        <h1>Authors</h1>
+        <h1>Authors and Citation</h1>
       </div>
 
-      
+
       <ul class="list-unstyled"><li>
           <p><strong>Yichen Wang</strong>. Author. <a href="https://orcid.org/0000-0003-4347-5199" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>
           </p>
@@ -212,19 +212,19 @@ <h1>Authors</h1>
           </p>
         </li>
         <li>
-          <p><strong>Rui Hong</strong>. Author. 
+          <p><strong>Rui Hong</strong>. Author.
           </p>
         </li>
         <li>
-          <p><strong>Yusuke Koga</strong>. Author. 
+          <p><strong>Yusuke Koga</strong>. Author.
           </p>
         </li>
         <li>
-          <p><strong>Salam Alabdullatif</strong>. Author. 
+          <p><strong>Salam Alabdullatif</strong>. Author.
           </p>
         </li>
         <li>
-          <p><strong>Nida Pervaiz</strong>. Author. 
+          <p><strong>Nida Pervaiz</strong>. Author.
           </p>
         </li>
         <li>
@@ -232,31 +232,31 @@ <h1>Authors</h1>
           </p>
         </li>
         <li>
-          <p><strong>Vidya Akavoor</strong>. Author. 
+          <p><strong>Vidya Akavoor</strong>. Author.
           </p>
         </li>
         <li>
-          <p><strong>Xinyun Cao</strong>. Author. 
+          <p><strong>Xinyun Cao</strong>. Author.
           </p>
         </li>
         <li>
-          <p><strong>Shruthi Bandyadka</strong>. Author. 
+          <p><strong>Shruthi Bandyadka</strong>. Author.
           </p>
         </li>
         <li>
-          <p><strong>Anastasia Leshchyk</strong>. Author. 
+          <p><strong>Anastasia Leshchyk</strong>. Author.
           </p>
         </li>
         <li>
-          <p><strong>Tyler Faits</strong>. Author. 
+          <p><strong>Tyler Faits</strong>. Author.
           </p>
         </li>
         <li>
-          <p><strong>Mohammed Muzamil Khan</strong>. Author. 
+          <p><strong>Mohammed Muzamil Khan</strong>. Author.
           </p>
         </li>
         <li>
-          <p><strong>Zhe Wang</strong>. Author. 
+          <p><strong>Zhe Wang</strong>. Author.
           </p>
         </li>
         <li>
@@ -264,7 +264,7 @@ <h1>Authors</h1>
           </p>
         </li>
         <li>
-          <p><strong>Ming Liu</strong>. Author. 
+          <p><strong>Ming Liu</strong>. Author.
           </p>
         </li>
         <li>
@@ -280,15 +280,15 @@ <h1 id="citation">Citation</h1>
     </div>
 
 
-    <p>Wang Y, Sarfraz I, Hong R, Koga Y, Alabdullatif S, Pervaiz N, Jenkins D, Akavoor V, Cao X, Bandyadka S, Leshchyk A, Faits T, Khan MM, Wang Z, Johnson WE, Liu M, Campbell JD (2024).
+    <p>Wang Y, Sarfraz I, Hong R, Koga Y, Alabdullatif S, Pervaiz N, Jenkins D, Akavoor V, Cao X, Bandyadka S, Leshchyk A, Faits T, Khan MM, Wang Z, Johnson WE, Liu M, Campbell JD (2025).
 <em>singleCellTK: Comprehensive and Interactive Analysis of Single Cell RNA-Seq Data</em>.
-R package version 2.14.0, <a href="https://www.camplab.net/sctk/" class="external-link">https://www.camplab.net/sctk/</a>. 
+R package version 2.16.1, <a href="https://www.camplab.net/sctk/" class="external-link">https://www.camplab.net/sctk/</a>.
 </p>
     <pre>@Manual{,
   title = {singleCellTK: Comprehensive and Interactive Analysis of Single Cell RNA-Seq Data},
   author = {Yichen Wang and Irzam Sarfraz and Rui Hong and Yusuke Koga and Salam Alabdullatif and Nida Pervaiz and David Jenkins and Vidya Akavoor and Xinyun Cao and Shruthi Bandyadka and Anastasia Leshchyk and Tyler Faits and Mohammed Muzamil Khan and Zhe Wang and W. Evan Johnson and Ming Liu and Joshua David Campbell},
-  year = {2024},
-  note = {R package version 2.14.0},
+  year = {2025},
+  note = {R package version 2.16.1},
   url = {https://www.camplab.net/sctk/},
 }</pre>
 
@@ -303,15 +303,15 @@ <h1 id="citation">Citation</h1>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
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diff --git a/docs/index.html b/docs/index.html
index cb1e7e944..954191643 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -6,7 +6,7 @@
 <meta http-equiv="X-UA-Compatible" content="IE=edge">
 <meta name="viewport" content="width=device-width, initial-scale=1.0">
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@@ -20,7 +20,7 @@
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 </head>
 <body data-spy="scroll" data-target="#toc">
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+
 
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@@ -34,7 +34,7 @@
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       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -43,7 +43,7 @@
 <li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
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+
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@@ -52,7 +52,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
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+
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@@ -79,7 +79,7 @@
 <li class="dropdown">
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     Documentation
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+
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   <ul class="dropdown-menu" role="menu">
@@ -224,13 +224,13 @@
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@@ -241,7 +241,7 @@
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@@ -373,16 +373,16 @@ <h2 data-toc-skip>Developers</h2>
 
 <div class="pkgdown">
   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
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index d68ae7cbc..d388e74a0 100644
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@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Changelog • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Changelog"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Changelog • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Changelog"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-news">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -202,10 +202,20 @@ <h1 data-toc-skip>Changelog <small></small></h1>
       <small>Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/NEWS.md" class="external-link"><code>NEWS.md</code></a></small>
     </div>
 
+    <div class="section level2">
+<h2 class="page-header" data-toc-text="2.16.1" id="changes-in-version-2161-2024-02-12">Changes in Version 2.16.1 (2024-02-12)<a class="anchor" aria-label="anchor" href="#changes-in-version-2161-2024-02-12"></a></h2>
+<ul><li>Fixed decontX/soupX webapp error</li>
+<li>Fixed error in reportCellQC</li>
+<li>Fixed additional bugs with Seurat V5 integration</li>
+</ul></div>
+    <div class="section level2">
+<h2 class="page-header" data-toc-text="2.16.0" id="changes-in-version-2160-2024-10-29">Changes in Version 2.16.0 (2024-10-29)<a class="anchor" aria-label="anchor" href="#changes-in-version-2160-2024-10-29"></a></h2>
+<ul><li>Updated version to match Bioconductor 3.20</li>
+</ul></div>
     <div class="section level2">
 <h2 class="page-header" data-toc-text="2.14.0" id="changes-in-version-2140-2024-05-03">Changes in Version 2.14.0 (2024-05-03)<a class="anchor" aria-label="anchor" href="#changes-in-version-2140-2024-05-03"></a></h2>
 <ul><li>Updated version to match Bioconductor 3.19</li>
-<li>Update runGSVA fucntion to work with newer GSVA package</li>
+<li>Update runGSVA function to work with newer GSVA package</li>
 </ul></div>
     <div class="section level2">
 <h2 class="page-header" data-toc-text="2.12.2" id="changes-in-version-2122-2024-01-28">Changes in Version 2.12.2 (2024-01-28)<a class="anchor" aria-label="anchor" href="#changes-in-version-2122-2024-01-28"></a></h2>
@@ -421,15 +431,15 @@ <h2 class="page-header" data-toc-text="0.4.5" id="changes-in-version-045">Change
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml
index 3eeffeedf..dcd191606 100644
--- a/docs/pkgdown.yml
+++ b/docs/pkgdown.yml
@@ -1,38 +1,37 @@
-pandoc: 3.1.11.1
-pkgdown: 2.0.7
+pandoc: '3.2'
+pkgdown: 2.1.1
 pkgdown_sha: ~
 articles:
-  01_import_and_qc_tutorial: 01_import_and_qc_tutorial.html
-  02_a_la_carte_workflow: 02_a_la_carte_workflow.html
-  2d_embedding: 2d_embedding.html
-  batch_correction: batch_correction.html
-  celda_curated_workflow: celda_curated_workflow.html
-  cell_type_labeling: cell_type_labeling.html
-  clustering: clustering.html
-  cmd_qc: cmd_qc.html
-  cnsl_cellqc: cnsl_cellqc.html
-  cnsl_dropletqc: cnsl_dropletqc.html
-  delete_data: delete_data.html
-  differential_expression: differential_expression.html
-  dimensionality_reduction: dimensionality_reduction.html
-  enrichR: enrichR.html
-  export_data: export_data.html
-  feature_selection: feature_selection.html
-  filtering: filtering.html
-  find_marker: find_marker.html
-  heatmap: heatmap.html
-  import_annotation: import_annotation.html
-  import_data: import_data.html
-  import_genesets: import_genesets.html
-  installation: installation.html
-  normalization: normalization.html
-  pathwayAnalysis: pathwayAnalysis.html
-  scanpy_curated_workflow: scanpy_curated_workflow.html
-  seurat_curated_workflow: seurat_curated_workflow.html
-  trajectoryAnalysis: trajectoryAnalysis.html
-  ui_qc: ui_qc.html
-  visualization: visualization.html
-  webApp: webApp.html
+  articles/01_import_and_qc_tutorial: 01_import_and_qc_tutorial.html
+  articles/02_a_la_carte_workflow: 02_a_la_carte_workflow.html
+  articles/2d_embedding: 2d_embedding.html
+  articles/batch_correction: batch_correction.html
+  articles/celda_curated_workflow: celda_curated_workflow.html
+  articles/cell_type_labeling: cell_type_labeling.html
+  articles/clustering: clustering.html
+  articles/cmd_qc: cmd_qc.html
+  articles/cnsl_cellqc: cnsl_cellqc.html
+  articles/cnsl_dropletqc: cnsl_dropletqc.html
+  articles/delete_data: delete_data.html
+  articles/differential_expression: differential_expression.html
+  articles/dimensionality_reduction: dimensionality_reduction.html
+  articles/enrichR: enrichR.html
+  articles/export_data: export_data.html
+  articles/feature_selection: feature_selection.html
+  articles/filtering: filtering.html
+  articles/find_marker: find_marker.html
+  articles/heatmap: heatmap.html
+  articles/import_annotation: import_annotation.html
+  articles/import_data: import_data.html
+  articles/import_genesets: import_genesets.html
+  articles/installation: installation.html
+  articles/normalization: normalization.html
+  articles/pathwayAnalysis: pathwayAnalysis.html
+  articles/scanpy_curated_workflow: scanpy_curated_workflow.html
+  articles/seurat_curated_workflow: seurat_curated_workflow.html
   singleCellTK: singleCellTK.html
-last_built: 2024-05-03T11:13Z
-
+  articles/trajectoryAnalysis: trajectoryAnalysis.html
+  articles/ui_qc: ui_qc.html
+  articles/visualization: visualization.html
+  articles/webApp: webApp.html
+last_built: 2025-02-13T15:26Z
diff --git a/docs/reference/MitoGenes.html b/docs/reference/MitoGenes.html
index 5b91c1978..fd51e6b1e 100644
--- a/docs/reference/MitoGenes.html
+++ b/docs/reference/MitoGenes.html
@@ -1,12 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>List of mitochondrial genes of multiple reference — MitoGenes • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="List of mitochondrial genes of multiple reference — MitoGenes"><meta property="og:description" content="A list of gene set that contains mitochondrial genes of multiple reference
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>List of mitochondrial genes of multiple reference — MitoGenes • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="List of mitochondrial genes of multiple reference — MitoGenes"><meta property="og:description" content="A list of gene set that contains mitochondrial genes of multiple reference
 (hg38, hg19, mm10 and mm9). It contains multiple types of gene identifier:
-gene symbol, entrez ID, ensemble ID and ensemble transcript ID. It's used 
+gene symbol, entrez ID, ensemble ID and ensemble transcript ID. It's used
 for the function 'importMitoGeneSet'."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,20 +183,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -209,7 +209,7 @@ <h1>List of mitochondrial genes of multiple reference</h1>
     <div class="ref-description">
     <p>A list of gene set that contains mitochondrial genes of multiple reference
 (hg38, hg19, mm10 and mm9). It contains multiple types of gene identifier:
-gene symbol, entrez ID, ensemble ID and ensemble transcript ID. It's used 
+gene symbol, entrez ID, ensemble ID and ensemble transcript ID. It's used
 for the function 'importMitoGeneSet'.</p>
     </div>
 
@@ -223,9 +223,7 @@ <h2>Format</h2>
     </div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>List of mitochondrial genes of multiple reference</p>
+    <p>List of mitochondrial genes of multiple reference</p>
     </div>
 
     <div id="ref-examples">
@@ -245,15 +243,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
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diff --git a/docs/reference/SEG.html b/docs/reference/SEG.html
index 11ee94120..6b0d7fa08 100644
--- a/docs/reference/SEG.html
+++ b/docs/reference/SEG.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Stably Expressed Gene (SEG) list obect, with SEG sets for human and mouse. — SEG • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Stably Expressed Gene (SEG) list obect, with SEG sets for human and mouse. — SEG"><meta property="og:description" content="The two gene sets came from dataset called `segList` of package `scMerge`."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Stably Expressed Gene (SEG) list obect, with SEG sets for human and mouse. — SEG • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Stably Expressed Gene (SEG) list obect, with SEG sets for human and mouse. — SEG"><meta property="og:description" content="The two gene sets came from dataset called `segList` of package `scMerge`."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -222,9 +222,7 @@ <h2>Source</h2>
     </div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Stably Expressed Gene (SEG) list obect, with SEG sets for human and mouse.</p>
+    <p>Stably Expressed Gene (SEG) list obect, with SEG sets for human and mouse.</p>
     </div>
 
     <div id="ref-examples">
@@ -245,15 +243,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/calcEffectSizes.html b/docs/reference/calcEffectSizes.html
index 0c705cd75..73b61b190 100644
--- a/docs/reference/calcEffectSizes.html
+++ b/docs/reference/calcEffectSizes.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Finds the effect sizes for all genes in the original dataset, regardless of
-significance. — calcEffectSizes • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Finds the effect sizes for all genes in the original dataset, regardless of
-significance. — calcEffectSizes"><meta property="og:description" content="Finds the effect sizes for all genes in the original dataset, regardless of
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Finds the effect sizes for all genes in the original dataset, regardless of significance. — calcEffectSizes • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Finds the effect sizes for all genes in the original dataset, regardless of significance. — calcEffectSizes"><meta property="og:description" content="Finds the effect sizes for all genes in the original dataset, regardless of
 significance."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Finds the effect sizes for all genes in the original dataset, regardless of
-significance.</h1>
+    <h1>Finds the effect sizes for all genes in the original dataset, regardless of significance.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/DownsampleMatrix.R" class="external-link"><code>R/DownsampleMatrix.R</code></a></small>
     <div class="hidden name"><code>calcEffectSizes.Rd</code></div>
     </div>
@@ -218,11 +215,13 @@ <h1>Finds the effect sizes for all genes in the original dataset, regardless of
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>countMatrix</dt>
+
+
+<dl><dt id="arg-countmatrix">countMatrix<a class="anchor" aria-label="anchor" href="#arg-countmatrix"></a></dt>
 <dd><p>Matrix. A simulated counts matrix, sans labels.</p></dd>
 
 
-<dt>condition</dt>
+<dt id="arg-condition">condition<a class="anchor" aria-label="anchor" href="#arg-condition"></a></dt>
 <dd><p>Factor. The condition labels for the simulated cells. If
 more than 2 conditions are given, the first will be compared to all others by
 default.</p></dd>
@@ -230,9 +229,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A vector of cohen's d effect sizes for each gene.</p>
+    <p>A vector of cohen's d effect sizes for each gene.</p>
     </div>
 
     <div id="ref-examples">
@@ -255,15 +252,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/combineSCE.html b/docs/reference/combineSCE.html
index e726c1064..5235e45aa 100644
--- a/docs/reference/combineSCE.html
+++ b/docs/reference/combineSCE.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Combine a list of SingleCellExperiment objects as one SingleCellExperiment object — combineSCE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Combine a list of SingleCellExperiment objects as one SingleCellExperiment object — combineSCE"><meta property="og:description" content="Combine a list of SingleCellExperiment objects as one SingleCellExperiment object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Combine a list of SingleCellExperiment objects as one SingleCellExperiment object — combineSCE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Combine a list of SingleCellExperiment objects as one SingleCellExperiment object — combineSCE"><meta property="og:description" content="Combine a list of SingleCellExperiment objects as one SingleCellExperiment object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -213,34 +213,34 @@ <h1>Combine a list of SingleCellExperiment objects as one SingleCellExperiment o
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>sceList</dt>
+
+
+<dl><dt id="arg-scelist">sceList<a class="anchor" aria-label="anchor" href="#arg-scelist"></a></dt>
 <dd><p>A list contains <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> objects.
 Currently, combineSCE function only support combining SCE objects with assay in dgCMatrix format.
 It does not support combining SCE with assay in delayedArray format.</p></dd>
 
 
-<dt>by.r</dt>
-<dd><p>Specifications of the columns used for merging rowData. If set as NULL, 
+<dt id="arg-by-r">by.r<a class="anchor" aria-label="anchor" href="#arg-by-r"></a></dt>
+<dd><p>Specifications of the columns used for merging rowData. If set as NULL,
 the rownames of rowData tables will be used to merging rowData. Default is NULL.</p></dd>
 
 
-<dt>by.c</dt>
-<dd><p>Specifications of the columns used for merging colData. If set as NULL, 
+<dt id="arg-by-c">by.c<a class="anchor" aria-label="anchor" href="#arg-by-c"></a></dt>
+<dd><p>Specifications of the columns used for merging colData. If set as NULL,
 the rownames of colData tables will be used to merging colData. Default is NULL.</p></dd>
 
 
-<dt>combined</dt>
-<dd><p>logical; if TRUE, it will combine the list of SingleCellExperiment objects 
+<dt id="arg-combined">combined<a class="anchor" aria-label="anchor" href="#arg-combined"></a></dt>
+<dd><p>logical; if TRUE, it will combine the list of SingleCellExperiment objects
 and return a SingleCellExperiment. If FALSE, it will return a list of SingleCellExperiment whose
-rowData, colData, assay and reducedDim data slot are compatible within SCE objects in the list. 
+rowData, colData, assay and reducedDim data slot are compatible within SCE objects in the list.
 Default is TRUE.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object which combines all
+    <p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object which combines all
 objects in sceList. The colData is merged.</p>
     </div>
 
@@ -262,15 +262,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/computeHeatmap.html b/docs/reference/computeHeatmap.html
index c5f01eff0..e7e7e1199 100644
--- a/docs/reference/computeHeatmap.html
+++ b/docs/reference/computeHeatmap.html
@@ -1,14 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes heatmap for a set of features against dimensionality reduction 
-components — computeHeatmap • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Computes heatmap for a set of features against dimensionality reduction 
-components — computeHeatmap"><meta property="og:description" content="The computeHeatmap method computes the heatmap visualization for a set
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes heatmap for a set of features against dimensionality reduction components — computeHeatmap • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Computes heatmap for a set of features against dimensionality reduction components — computeHeatmap"><meta property="og:description" content="The computeHeatmap method computes the heatmap visualization for a set
  of features against a set of dimensionality reduction components. This
  method uses the heatmap computation algorithm code from Seurat but
  plots the heatmap using ComplexHeatmap and cowplot libraries."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -22,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -30,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -39,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -64,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -185,26 +183,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Computes heatmap for a set of features against dimensionality reduction 
-components</h1>
+    <h1>Computes heatmap for a set of features against dimensionality reduction components</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/computeHeatmap.R" class="external-link"><code>R/computeHeatmap.R</code></a></small>
     <div class="hidden name"><code>computeHeatmap.Rd</code></div>
     </div>
@@ -234,56 +231,58 @@ <h1>Computes heatmap for a set of features against dimensionality reduction
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Specify the name of the assay that will be scaled
 by this function for the features that are used in the heatmap.</p></dd>
 
 
-<dt>dims</dt>
+<dt id="arg-dims">dims<a class="anchor" aria-label="anchor" href="#arg-dims"></a></dt>
 <dd><p>Specify the number of dimensions to use for heatmap. Default
 <code>10</code>.</p></dd>
 
 
-<dt>nfeatures</dt>
+<dt id="arg-nfeatures">nfeatures<a class="anchor" aria-label="anchor" href="#arg-nfeatures"></a></dt>
 <dd><p>Specify the number of features to use for heatmap. Default
 is <code>30</code>.</p></dd>
 
 
-<dt>cells</dt>
+<dt id="arg-cells">cells<a class="anchor" aria-label="anchor" href="#arg-cells"></a></dt>
 <dd><p>Specify the samples/cells to use for heatmap computation.
 Default is <code>NULL</code> which will utilize all samples in the assay.</p></dd>
 
 
-<dt>reduction</dt>
+<dt id="arg-reduction">reduction<a class="anchor" aria-label="anchor" href="#arg-reduction"></a></dt>
 <dd><p>Specify the reduction slot in the input object. Default
 is <code>"pca"</code>.</p></dd>
 
 
-<dt>disp.min</dt>
+<dt id="arg-disp-min">disp.min<a class="anchor" aria-label="anchor" href="#arg-disp-min"></a></dt>
 <dd><p>Specify the minimum dispersion value to use for floor
 clipping of assay values. Default is <code>-2.5</code>.</p></dd>
 
 
-<dt>disp.max</dt>
+<dt id="arg-disp-max">disp.max<a class="anchor" aria-label="anchor" href="#arg-disp-max"></a></dt>
 <dd><p>Specify the maximum dispersion value to use for ceiling
 clipping of assay values. Default is <code>2.5</code>.</p></dd>
 
 
-<dt>balanced</dt>
+<dt id="arg-balanced">balanced<a class="anchor" aria-label="anchor" href="#arg-balanced"></a></dt>
 <dd><p>Specify if the number of of up-regulated and down-regulated
 features should be balanced. Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>nCol</dt>
+<dt id="arg-ncol">nCol<a class="anchor" aria-label="anchor" href="#arg-ncol"></a></dt>
 <dd><p>Specify the number of columns in the output plot. Default
 is <code>NULL</code> which will auto-compute the number of columns.</p></dd>
 
 
-<dt>externalReduction</dt>
+<dt id="arg-externalreduction">externalReduction<a class="anchor" aria-label="anchor" href="#arg-externalreduction"></a></dt>
 <dd><p>Specify an external reduction if not present in
 the input object. This external reduction should be created
 using <code>CreateDimReducObject</code> function.</p></dd>
@@ -291,9 +290,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Heatmap plot object.</p>
+    <p>Heatmap plot object.</p>
     </div>
 
   </div>
@@ -308,15 +305,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/computeZScore.html b/docs/reference/computeZScore.html
index c9dc37738..86bac5be6 100644
--- a/docs/reference/computeZScore.html
+++ b/docs/reference/computeZScore.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Compute Z-Score — computeZScore • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Compute Z-Score — computeZScore"><meta property="og:description" content="Computes Z-Score from an input count matrix using the formula
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Compute Z-Score — computeZScore • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Compute Z-Score — computeZScore"><meta property="og:description" content="Computes Z-Score from an input count matrix using the formula
 ((x-mean(x))/sd(x)) for each gene across all cells. The input count matrix
 can either be a base matrix, dgCMatrix or a DelayedMatrix. Computations are
 performed using DelayedMatrixStats package to efficiently compute the
@@ -7,7 +7,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -21,7 +21,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -29,7 +29,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -38,7 +38,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -63,7 +63,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -184,20 +184,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -221,15 +221,15 @@ <h1>Compute Z-Score</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>counts</dt>
+
+
+<dl><dt id="arg-counts">counts<a class="anchor" aria-label="anchor" href="#arg-counts"></a></dt>
 <dd><p>matrix (base matrix, dgCMatrix or DelayedMatrix)</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>z-score computed counts matrix (DelayedMatrix)</p>
+    <p>z-score computed counts matrix (DelayedMatrix)</p>
     </div>
 
     <div id="ref-examples">
@@ -250,15 +250,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/constructSCE.html b/docs/reference/constructSCE.html
index 0ff528cca..80a482666 100644
--- a/docs/reference/constructSCE.html
+++ b/docs/reference/constructSCE.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Create SingleCellExperiment object from csv or txt input — constructSCE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create SingleCellExperiment object from csv or txt input — constructSCE"><meta property="og:description" content="Create SingleCellExperiment object from csv or txt input"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Create SingleCellExperiment object from csv or txt input — constructSCE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create SingleCellExperiment object from csv or txt input — constructSCE"><meta property="og:description" content="Create SingleCellExperiment object from csv or txt input"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -213,19 +213,19 @@ <h1>Create SingleCellExperiment object from csv or txt input</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>data</dt>
-<dd><p>A <a href="https://rdatatable.gitlab.io/data.table/reference/data.table.html" class="external-link">data.table</a> object containing the count matrix.</p></dd>
 
 
-<dt>samplename</dt>
+<dl><dt id="arg-data">data<a class="anchor" aria-label="anchor" href="#arg-data"></a></dt>
+<dd><p>A <a href="https://rdrr.io/pkg/data.table/man/data.table.html" class="external-link">data.table</a> object containing the count matrix.</p></dd>
+
+
+<dt id="arg-samplename">samplename<a class="anchor" aria-label="anchor" href="#arg-samplename"></a></dt>
 <dd><p>The sample name of the data.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object containing
+    <p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object containing
 the count matrix.</p>
     </div>
 
@@ -241,15 +241,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/convertSCEToSeurat.html b/docs/reference/convertSCEToSeurat.html
index 5adfabe5b..ae65b1f25 100644
--- a/docs/reference/convertSCEToSeurat.html
+++ b/docs/reference/convertSCEToSeurat.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>convertSCEToSeurat
-Converts sce object to seurat while retaining all assays and metadata — convertSCEToSeurat • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="convertSCEToSeurat
-Converts sce object to seurat while retaining all assays and metadata — convertSCEToSeurat"><meta property="og:description" content="convertSCEToSeurat
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>convertSCEToSeurat Converts sce object to seurat while retaining all assays and metadata — convertSCEToSeurat • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="convertSCEToSeurat Converts sce object to seurat while retaining all assays and metadata — convertSCEToSeurat"><meta property="og:description" content="convertSCEToSeurat
 Converts sce object to seurat while retaining all assays and metadata"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>convertSCEToSeurat
-Converts sce object to seurat while retaining all assays and metadata</h1>
+    <h1>convertSCEToSeurat Converts sce object to seurat while retaining all assays and metadata</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/seuratFunctions.R" class="external-link"><code>R/seuratFunctions.R</code></a></small>
     <div class="hidden name"><code>convertSCEToSeurat.Rd</code></div>
     </div>
@@ -230,42 +227,44 @@ <h1>convertSCEToSeurat
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A <code>SingleCellExperiment</code> object to convert to a Seurat
 object.</p></dd>
 
 
-<dt>countsAssay</dt>
+<dt id="arg-countsassay">countsAssay<a class="anchor" aria-label="anchor" href="#arg-countsassay"></a></dt>
 <dd><p>Which assay to use from sce object for raw counts.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>normAssay</dt>
+<dt id="arg-normassay">normAssay<a class="anchor" aria-label="anchor" href="#arg-normassay"></a></dt>
 <dd><p>Which assay to use from sce object for normalized data.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>scaledAssay</dt>
+<dt id="arg-scaledassay">scaledAssay<a class="anchor" aria-label="anchor" href="#arg-scaledassay"></a></dt>
 <dd><p>Which assay to use from sce object for scaled data.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>copyColData</dt>
+<dt id="arg-copycoldata">copyColData<a class="anchor" aria-label="anchor" href="#arg-copycoldata"></a></dt>
 <dd><p>Boolean. Whether copy 'colData' of SCE object to
 the 'meta.data' of Seurat object. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>copyReducedDim</dt>
+<dt id="arg-copyreduceddim">copyReducedDim<a class="anchor" aria-label="anchor" href="#arg-copyreduceddim"></a></dt>
 <dd><p>Boolean. Whether copy 'reducedDims' of the SCE
 object to the 'reductions' of Seurat object. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>copyDecontX</dt>
+<dt id="arg-copydecontx">copyDecontX<a class="anchor" aria-label="anchor" href="#arg-copydecontx"></a></dt>
 <dd><p>Boolean. Whether copy 'decontXcounts' assay of the
 SCE object to the 'assays' of Seurat object. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>pcaReducedDim</dt>
+<dt id="arg-pcareduceddim">pcaReducedDim<a class="anchor" aria-label="anchor" href="#arg-pcareduceddim"></a></dt>
 <dd><p>Specify a character value indicating the name of
 the reducedDim to store as default pca computation in the output seurat
 object. Default is <code>NULL</code> which will not store any reducedDim as the
@@ -273,7 +272,7 @@ <h2>Arguments</h2>
 set to <code>TRUE</code>.</p></dd>
 
 
-<dt>icaReducedDim</dt>
+<dt id="arg-icareduceddim">icaReducedDim<a class="anchor" aria-label="anchor" href="#arg-icareduceddim"></a></dt>
 <dd><p>Specify a character value indicating the name of
 the reducedDim to store as default ica computation in the output seurat
 object. Default is <code>NULL</code> which will not store any reducedDim as the
@@ -281,7 +280,7 @@ <h2>Arguments</h2>
 set to <code>TRUE</code>.</p></dd>
 
 
-<dt>tsneReducedDim</dt>
+<dt id="arg-tsnereduceddim">tsneReducedDim<a class="anchor" aria-label="anchor" href="#arg-tsnereduceddim"></a></dt>
 <dd><p>Specify a character value indicating the name of
 the reducedDim to store as default tsne computation in the output seurat
 object. Default is <code>NULL</code> which will not store any reducedDim as the
@@ -289,7 +288,7 @@ <h2>Arguments</h2>
 set to <code>TRUE</code>.</p></dd>
 
 
-<dt>umapReducedDim</dt>
+<dt id="arg-umapreduceddim">umapReducedDim<a class="anchor" aria-label="anchor" href="#arg-umapreduceddim"></a></dt>
 <dd><p>Specify a character value indicating the name of
 the reducedDim to store as default umap computation in the output seurat
 object. Default is <code>NULL</code> which will not store any reducedDim as the
@@ -299,9 +298,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Updated seurat object that contains all data from the input sce
+    <p>Updated seurat object that contains all data from the input sce
 object</p>
     </div>
 
@@ -323,15 +320,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/convertSeuratToSCE.html b/docs/reference/convertSeuratToSCE.html
index 7c77c6611..97f6db6a3 100644
--- a/docs/reference/convertSeuratToSCE.html
+++ b/docs/reference/convertSeuratToSCE.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>convertSeuratToSCE
-Converts the input seurat object to a sce object — convertSeuratToSCE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="convertSeuratToSCE
-Converts the input seurat object to a sce object — convertSeuratToSCE"><meta property="og:description" content="convertSeuratToSCE
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>convertSeuratToSCE Converts the input seurat object to a sce object — convertSeuratToSCE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="convertSeuratToSCE Converts the input seurat object to a sce object — convertSeuratToSCE"><meta property="og:description" content="convertSeuratToSCE
 Converts the input seurat object to a sce object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>convertSeuratToSCE
-Converts the input seurat object to a sce object</h1>
+    <h1>convertSeuratToSCE Converts the input seurat object to a sce object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/seuratFunctions.R" class="external-link"><code>R/seuratFunctions.R</code></a></small>
     <div class="hidden name"><code>convertSeuratToSCE.Rd</code></div>
     </div>
@@ -222,25 +219,25 @@ <h1>convertSeuratToSCE
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>seuratObject</dt>
+
+
+<dl><dt id="arg-seuratobject">seuratObject<a class="anchor" aria-label="anchor" href="#arg-seuratobject"></a></dt>
 <dd><p>Input Seurat object</p></dd>
 
 
-<dt>normAssayName</dt>
+<dt id="arg-normassayname">normAssayName<a class="anchor" aria-label="anchor" href="#arg-normassayname"></a></dt>
 <dd><p>Name of assay to store the normalized data. Default
 <code>"seuratNormData"</code>.</p></dd>
 
 
-<dt>scaledAssayName</dt>
+<dt id="arg-scaledassayname">scaledAssayName<a class="anchor" aria-label="anchor" href="#arg-scaledassayname"></a></dt>
 <dd><p>Name of assay to store the scaled data. Default
 <code>"seuratScaledData"</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p><code>SingleCellExperiment</code> output object</p>
+    <p><code>SingleCellExperiment</code> output object</p>
     </div>
 
     <div id="ref-examples">
@@ -263,15 +260,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/dedupRowNames.html b/docs/reference/dedupRowNames.html
index e5021d571..45515c1a8 100644
--- a/docs/reference/dedupRowNames.html
+++ b/docs/reference/dedupRowNames.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Deduplicate the rownames of a matrix or SingleCellExperiment object — dedupRowNames • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Deduplicate the rownames of a matrix or SingleCellExperiment object — dedupRowNames"><meta property="og:description" content="Adds '-1', '-2', ... '-i' to multiple duplicated rownames, and in place
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Deduplicate the rownames of a matrix or SingleCellExperiment object — dedupRowNames • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Deduplicate the rownames of a matrix or SingleCellExperiment object — dedupRowNames"><meta property="og:description" content="Adds '-1', '-2', ... '-i' to multiple duplicated rownames, and in place
 replace the unique rownames, store unique rownames in rowData, or
 return the unique rownames as character vecetor."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -217,33 +217,31 @@ <h1>Deduplicate the rownames of a matrix or SingleCellExperiment object</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>x</dt>
-<dd><p>A matrix like or /linkS4classSingleCellExperiment object, on which
+
+
+<dl><dt id="arg-x">x<a class="anchor" aria-label="anchor" href="#arg-x"></a></dt>
+<dd><p>A matrix like or SingleCellExperiment object, on which
 we can apply <code><a href="https://rdrr.io/r/base/colnames.html" class="external-link">rownames()</a></code> to and has duplicated rownames.</p></dd>
 
 
-<dt>as.rowData</dt>
+<dt id="arg-as-rowdata">as.rowData<a class="anchor" aria-label="anchor" href="#arg-as-rowdata"></a></dt>
 <dd><p>Only applicable when <code>x</code> is a
-/linkS4classSingleCellExperiment object. When set to <code>TRUE</code>, will
+SingleCellExperiment object. When set to <code>TRUE</code>, will
 insert a new column called <code>"rownames.uniq"</code> to <code>rowData(x)</code>, with
 the deduplicated rownames.</p></dd>
 
 
-<dt>return.list</dt>
+<dt id="arg-return-list">return.list<a class="anchor" aria-label="anchor" href="#arg-return-list"></a></dt>
 <dd><p>When set to <code>TRUE</code>, will return a character vector
 of the deduplicated rownames.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>By default, a matrix or /linkS4classSingleCellExperiment object
+    <p>By default, a matrix or SingleCellExperiment object
 with rownames deduplicated.
-When <code>x</code> is a /linkS4classSingleCellExperiment and <code>as.rowData</code></p>
-
-
-<p>is set to <code>TRUE</code>, will return <code>x</code> with <code>rowData</code> updated.
+When <code>x</code> is a SingleCellExperiment and <code>as.rowData</code>
+is set to <code>TRUE</code>, will return <code>x</code> with <code>rowData</code> updated.
 When <code>return.list</code> is set to <code>TRUE</code>, will return a character vector
 with the deduplicated rownames.</p>
     </div>
@@ -266,15 +264,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/detectCellOutlier.html b/docs/reference/detectCellOutlier.html
index 8e30be89a..d377b4f97 100644
--- a/docs/reference/detectCellOutlier.html
+++ b/docs/reference/detectCellOutlier.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Detecting outliers within the SingleCellExperiment object. — detectCellOutlier • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Detecting outliers within the SingleCellExperiment object. — detectCellOutlier"><meta property="og:description" content="A wrapper function for isOutlier. Identify
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Detecting outliers within the SingleCellExperiment object. — detectCellOutlier • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Detecting outliers within the SingleCellExperiment object. — detectCellOutlier"><meta property="og:description" content="A wrapper function for isOutlier. Identify
  outliers from numeric vectors stored in the SingleCellExperiment object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -223,20 +223,22 @@ <h1>Detecting outliers within the SingleCellExperiment object.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object.</p></dd>
 
 
-<dt>slotName</dt>
+<dt id="arg-slotname">slotName<a class="anchor" aria-label="anchor" href="#arg-slotname"></a></dt>
 <dd><p>Desired slot of SingleCellExperiment used for plotting. Possible
 options: "assays", "colData", "metadata", "reducedDims". Required.</p></dd>
 
 
-<dt>itemName</dt>
+<dt id="arg-itemname">itemName<a class="anchor" aria-label="anchor" href="#arg-itemname"></a></dt>
 <dd><p>Desired vector within the slot used for plotting. Required.</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>A single character specifying a name that can be found in
 <code>colData(inSCE)</code> to directly use the cell annotation; or a character
 vector with as many elements as cells to indicates which sample each cell
@@ -244,18 +246,18 @@ <h2>Arguments</h2>
 each sample separately.</p></dd>
 
 
-<dt>nmads</dt>
+<dt id="arg-nmads">nmads<a class="anchor" aria-label="anchor" href="#arg-nmads"></a></dt>
 <dd><p>Integer. Number of median absolute deviation. Parameter may be
 adjusted for more lenient or stringent outlier cutoff. Default 3.</p></dd>
 
 
-<dt>type</dt>
+<dt id="arg-type">type<a class="anchor" aria-label="anchor" href="#arg-type"></a></dt>
 <dd><p>Character. Type/direction of outlier detection; whether
 the lower/higher outliers should be detected, or both.
 Options are "both", "lower", "higher".</p></dd>
 
 
-<dt>overwrite</dt>
+<dt id="arg-overwrite">overwrite<a class="anchor" aria-label="anchor" href="#arg-overwrite"></a></dt>
 <dd><p>Boolean. If TRUE, and this function has previously generated
 an outlier decision on the same itemName, the outlier decision will be overwritten.
 Default TRUE.</p></dd>
@@ -263,12 +265,9 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object with
- '' added to the</p>
-<p></p>
-<p>colData slot. Additionally, the
+    <p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object with
+ ” added to the
+ colData slot. Additionally, the
 decontaminated counts will be added as an assay called 'decontXCounts'.</p>
     </div>
 
@@ -277,28 +276,28 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runDecontX.html">runDecontX</a></span><span class="op">(</span><span class="va">sce</span><span class="op">[</span>,<span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/nrow.html" class="external-link">ncol</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span>,<span class="fl">20</span><span class="op">)</span><span class="op">]</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:07 2024 ... Running 'DecontX'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:13 2025 ... Running 'DecontX'</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> --------------------------------------------------</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Starting DecontX</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> --------------------------------------------------</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:07 2024 .. Analyzing all cells</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:07 2024 .... Generating UMAP and estimating cell types</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:09 2024 .... Estimating contamination</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:09 2024 ...... Completed iteration: 10 | converge: 0.01404</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:09 2024 ...... Completed iteration: 20 | converge: 0.004718</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:09 2024 ...... Completed iteration: 30 | converge: 0.002207</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:09 2024 ...... Completed iteration: 40 | converge: 0.001589</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:09 2024 ...... Completed iteration: 50 | converge: 0.001587</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:09 2024 ...... Completed iteration: 60 | converge: 0.001492</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:09 2024 ...... Completed iteration: 70 | converge: 0.001387</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:09 2024 ...... Completed iteration: 80 | converge: 0.001332</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:09 2024 ...... Completed iteration: 90 | converge: 0.001254</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:09 2024 ...... Completed iteration: 100 | converge: 0.00122</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:09 2024 ...... Completed iteration: 110 | converge: 0.00108</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:09 2024 ...... Completed iteration: 117 | converge: 0.0009928</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:09 2024 .. Calculating final decontaminated matrix</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:13 2025 .. Analyzing all cells</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:13 2025 .... Generating UMAP and estimating cell types</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:16 2025 .... Estimating contamination</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:16 2025 ...... Completed iteration: 10 | converge: 0.01404</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:16 2025 ...... Completed iteration: 20 | converge: 0.004718</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:16 2025 ...... Completed iteration: 30 | converge: 0.002207</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:16 2025 ...... Completed iteration: 40 | converge: 0.001589</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:16 2025 ...... Completed iteration: 50 | converge: 0.001587</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:16 2025 ...... Completed iteration: 60 | converge: 0.001492</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:16 2025 ...... Completed iteration: 70 | converge: 0.001387</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:16 2025 ...... Completed iteration: 80 | converge: 0.001332</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:16 2025 ...... Completed iteration: 90 | converge: 0.001254</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:16 2025 ...... Completed iteration: 100 | converge: 0.00122</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:16 2025 ...... Completed iteration: 110 | converge: 0.00108</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:16 2025 ...... Completed iteration: 117 | converge: 0.0009928</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:16 2025 .. Calculating final decontaminated matrix</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> --------------------------------------------------</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Completed DecontX. Total time: 2.697716 secs</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Completed DecontX. Total time: 2.619526 secs</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> --------------------------------------------------</span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">detectCellOutlier</span><span class="op">(</span><span class="va">sce</span>, slotName <span class="op">=</span> <span class="st">"colData"</span>, sample <span class="op">=</span> <span class="va">sce</span><span class="op">$</span><span class="va">sample</span>,</span></span>
 <span class="r-in"><span> nmads <span class="op">=</span> <span class="fl">4</span>, itemName <span class="op">=</span> <span class="st">"decontX_contamination"</span>, type <span class="op">=</span> <span class="st">"both"</span><span class="op">)</span></span></span>
@@ -316,15 +315,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/diffAbundanceFET.html b/docs/reference/diffAbundanceFET.html
index 2b8260102..50d9cac8e 100644
--- a/docs/reference/diffAbundanceFET.html
+++ b/docs/reference/diffAbundanceFET.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculate Differential Abundance with FET — diffAbundanceFET • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Calculate Differential Abundance with FET — diffAbundanceFET"><meta property="og:description" content="Calculate Differential Abundance with FET"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculate Differential Abundance with FET — diffAbundanceFET • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Calculate Differential Abundance with FET — diffAbundanceFET"><meta property="og:description" content="Calculate Differential Abundance with FET"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -213,44 +213,42 @@ <h1>Calculate Differential Abundance with FET</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code>
 object.</p></dd>
 
 
-<dt>cluster</dt>
+<dt id="arg-cluster">cluster<a class="anchor" aria-label="anchor" href="#arg-cluster"></a></dt>
 <dd><p>A single <code>character</code>, specifying the name to store the
 cluster label in <code>colData</code>.</p></dd>
 
 
-<dt>variable</dt>
+<dt id="arg-variable">variable<a class="anchor" aria-label="anchor" href="#arg-variable"></a></dt>
 <dd><p>A single <code>character</code>, specifying the name to store the
 phenotype labels in <code>colData</code>.</p></dd>
 
 
-<dt>control</dt>
+<dt id="arg-control">control<a class="anchor" aria-label="anchor" href="#arg-control"></a></dt>
 <dd><p><code>character</code>. Specifying one or more categories that can
 be found in the vector specified by <code>variable</code>.</p></dd>
 
 
-<dt>case</dt>
+<dt id="arg-case">case<a class="anchor" aria-label="anchor" href="#arg-case"></a></dt>
 <dd><p><code>character</code>. Specifying one or more categories that can
 be found in the vector specified by <code>variable</code>.</p></dd>
 
 
-<dt>analysisName</dt>
+<dt id="arg-analysisname">analysisName<a class="anchor" aria-label="anchor" href="#arg-analysisname"></a></dt>
 <dd><p>A single <code>character</code>. Will be used for naming the
 result table, which will be saved in metadata slot.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The original <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code></p>
-
-
-<p>object with <code>metadata(inSCE)</code> updated with a list
+    <p>The original <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code>
+object with <code>metadata(inSCE)</code> updated with a list
 <code>diffAbundanceFET</code>, containing a new <code>data.frame</code> for the analysis
 result, named by <code>analysisName</code>. The <code>data.frame</code> contains columns
 for number and fraction of cells that belong to different cases, as well as
@@ -286,15 +284,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/discreteColorPalette.html b/docs/reference/discreteColorPalette.html
index 46a480dd9..33f330034 100644
--- a/docs/reference/discreteColorPalette.html
+++ b/docs/reference/discreteColorPalette.html
@@ -1,12 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generate given number of color codes — discreteColorPalette • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generate given number of color codes — discreteColorPalette"><meta property="og:description" content="Three different generation methods are wrapped, including
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generate given number of color codes — discreteColorPalette • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generate given number of color codes — discreteColorPalette"><meta property="og:description" content="Three different generation methods are wrapped, including
 distinctColors,
 [randomcoloR](SCTK_PerformingQC_Cell_V3.Rmd) and the ggplot
 default color generation."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,20 +183,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -224,31 +224,31 @@ <h1>Generate given number of color codes</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>n</dt>
+
+
+<dl><dt id="arg-n">n<a class="anchor" aria-label="anchor" href="#arg-n"></a></dt>
 <dd><p>An integer, the number of color codes to generate.</p></dd>
 
 
-<dt>palette</dt>
+<dt id="arg-palette">palette<a class="anchor" aria-label="anchor" href="#arg-palette"></a></dt>
 <dd><p>A single character string. Select the method, available
 options are <code>"ggplot"</code>, <code>"celda"</code> and <code>"random"</code>. Default
 <code>"random"</code>.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>An integer. Set the seed for random process that happens only in
 "random" generation. Default <code>12345</code>.</p></dd>
 
 
-<dt>...</dt>
+<dt id="arg--">...<a class="anchor" aria-label="anchor" href="#arg--"></a></dt>
 <dd><p>Other arguments that are passed to the internal function,
 according to the method selected.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A character vector of <code>n</code> hex color codes.</p>
+    <p>A character vector of <code>n</code> hex color codes.</p>
     </div>
 
     <div id="ref-examples">
@@ -269,15 +269,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/distinctColors.html b/docs/reference/distinctColors.html
index 9ed9fec39..ae57c7a0e 100644
--- a/docs/reference/distinctColors.html
+++ b/docs/reference/distinctColors.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generate a distinct palette for coloring different clusters — distinctColors • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generate a distinct palette for coloring different clusters — distinctColors"><meta property="og:description" content="Generate a distinct palette for coloring different clusters"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generate a distinct palette for coloring different clusters — distinctColors • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generate a distinct palette for coloring different clusters — distinctColors"><meta property="og:description" content="Generate a distinct palette for coloring different clusters"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -218,32 +218,32 @@ <h1>Generate a distinct palette for coloring different clusters</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>n</dt>
+
+
+<dl><dt id="arg-n">n<a class="anchor" aria-label="anchor" href="#arg-n"></a></dt>
 <dd><p>Integer; Number of colors to generate</p></dd>
 
 
-<dt>hues</dt>
+<dt id="arg-hues">hues<a class="anchor" aria-label="anchor" href="#arg-hues"></a></dt>
 <dd><p>Character vector of R colors available from the colors()
 function. These will be used as the base colors for the clustering scheme.
 Different saturations and values (i.e. darkness) will be generated for each
 hue.</p></dd>
 
 
-<dt>saturation.range</dt>
+<dt id="arg-saturation-range">saturation.range<a class="anchor" aria-label="anchor" href="#arg-saturation-range"></a></dt>
 <dd><p>Numeric vector of length 2 with values between 0 and
 1. Default: c(0.25, 1)</p></dd>
 
 
-<dt>value.range</dt>
+<dt id="arg-value-range">value.range<a class="anchor" aria-label="anchor" href="#arg-value-range"></a></dt>
 <dd><p>Numeric vector of length 2 with values between 0 and 1.
 Default: c(0.5, 1)</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A vector of distinct colors that have been converted to  HEX from
+    <p>A vector of distinct colors that have been converted to  HEX from
 HSV.</p>
     </div>
 
@@ -266,15 +266,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/downSampleCells.html b/docs/reference/downSampleCells.html
index e3bc1757b..87e4a87ec 100644
--- a/docs/reference/downSampleCells.html
+++ b/docs/reference/downSampleCells.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Estimate numbers of detected genes, significantly differentially expressed
-genes, and median significant effect size — downSampleCells • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Estimate numbers of detected genes, significantly differentially expressed
-genes, and median significant effect size — downSampleCells"><meta property="og:description" content="Estimate numbers of detected genes, significantly differentially expressed
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Estimate numbers of detected genes, significantly differentially expressed genes, and median significant effect size — downSampleCells • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Estimate numbers of detected genes, significantly differentially expressed genes, and median significant effect size — downSampleCells"><meta property="og:description" content="Estimate numbers of detected genes, significantly differentially expressed
 genes, and median significant effect size"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Estimate numbers of detected genes, significantly differentially expressed
-genes, and median significant effect size</h1>
+    <h1>Estimate numbers of detected genes, significantly differentially expressed genes, and median significant effect size</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/DownsampleMatrix.R" class="external-link"><code>R/DownsampleMatrix.R</code></a></small>
     <div class="hidden name"><code>downSampleCells.Rd</code></div>
     </div>
@@ -229,62 +226,62 @@ <h1>Estimate numbers of detected genes, significantly differentially expressed
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>originalData</dt>
+
+
+<dl><dt id="arg-originaldata">originalData<a class="anchor" aria-label="anchor" href="#arg-originaldata"></a></dt>
 <dd><p>The SingleCellExperiment object storing all
 assay data from the shiny app.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Character. The name of the assay to be used for subsampling.</p></dd>
 
 
-<dt>minCountDetec</dt>
+<dt id="arg-mincountdetec">minCountDetec<a class="anchor" aria-label="anchor" href="#arg-mincountdetec"></a></dt>
 <dd><p>Numeric. The minimum number of reads found for a gene to
 be considered detected.</p></dd>
 
 
-<dt>minCellsDetec</dt>
+<dt id="arg-mincellsdetec">minCellsDetec<a class="anchor" aria-label="anchor" href="#arg-mincellsdetec"></a></dt>
 <dd><p>Numeric. The minimum number of cells a gene must have at
 least 1 read in for it to be considered detected.</p></dd>
 
 
-<dt>minCellnum</dt>
+<dt id="arg-mincellnum">minCellnum<a class="anchor" aria-label="anchor" href="#arg-mincellnum"></a></dt>
 <dd><p>Numeric. The minimum number of virtual cells to include in
 the smallest simulated dataset.</p></dd>
 
 
-<dt>maxCellnum</dt>
+<dt id="arg-maxcellnum">maxCellnum<a class="anchor" aria-label="anchor" href="#arg-maxcellnum"></a></dt>
 <dd><p>Numeric. The maximum number of virtual cells to include in
 the largest simulated dataset</p></dd>
 
 
-<dt>realLabels</dt>
+<dt id="arg-reallabels">realLabels<a class="anchor" aria-label="anchor" href="#arg-reallabels"></a></dt>
 <dd><p>Character. The name of the condition of interest. Must match
 a name from sample data. If only two factors present in the corresponding
 colData, will default to t-test. If multiple factors, will default to ANOVA.</p></dd>
 
 
-<dt>depthResolution</dt>
+<dt id="arg-depthresolution">depthResolution<a class="anchor" aria-label="anchor" href="#arg-depthresolution"></a></dt>
 <dd><p>Numeric. How many different read depth should the
 script simulate? Will simulate a number of experimental designs ranging from
 10 reads to maxReadDepth, with logarithmic spacing.</p></dd>
 
 
-<dt>iterations</dt>
+<dt id="arg-iterations">iterations<a class="anchor" aria-label="anchor" href="#arg-iterations"></a></dt>
 <dd><p>Numeric. How many times should each experimental design be
 simulated?</p></dd>
 
 
-<dt>totalReads</dt>
+<dt id="arg-totalreads">totalReads<a class="anchor" aria-label="anchor" href="#arg-totalreads"></a></dt>
 <dd><p>Numeric. How many aligned reads to put in each simulated
 dataset.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A 3-dimensional array, with dimensions = c(iterations,
+    <p>A 3-dimensional array, with dimensions = c(iterations,
 depthResolution, 3). [,,1] contains the number of detected genes in each
 simulated dataset, [,,2] contains the number of significantly differentially
 expressed genes in each simulation, and [,,3] contains the mediansignificant
@@ -313,15 +310,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/downSampleDepth.html b/docs/reference/downSampleDepth.html
index 37c4b224e..4264c79a3 100644
--- a/docs/reference/downSampleDepth.html
+++ b/docs/reference/downSampleDepth.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Estimate numbers of detected genes, significantly differentially expressed
-genes, and median significant effect size — downSampleDepth • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Estimate numbers of detected genes, significantly differentially expressed
-genes, and median significant effect size — downSampleDepth"><meta property="og:description" content="Estimate numbers of detected genes, significantly differentially expressed
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Estimate numbers of detected genes, significantly differentially expressed genes, and median significant effect size — downSampleDepth • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Estimate numbers of detected genes, significantly differentially expressed genes, and median significant effect size — downSampleDepth"><meta property="og:description" content="Estimate numbers of detected genes, significantly differentially expressed
 genes, and median significant effect size"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Estimate numbers of detected genes, significantly differentially expressed
-genes, and median significant effect size</h1>
+    <h1>Estimate numbers of detected genes, significantly differentially expressed genes, and median significant effect size</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/DownsampleMatrix.R" class="external-link"><code>R/DownsampleMatrix.R</code></a></small>
     <div class="hidden name"><code>downSampleDepth.Rd</code></div>
     </div>
@@ -227,50 +224,50 @@ <h1>Estimate numbers of detected genes, significantly differentially expressed
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>originalData</dt>
+
+
+<dl><dt id="arg-originaldata">originalData<a class="anchor" aria-label="anchor" href="#arg-originaldata"></a></dt>
 <dd><p>SingleCellExperiment object storing all
 assay data from the shiny app.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Character. The name of the assay to be used for subsampling.</p></dd>
 
 
-<dt>minCount</dt>
+<dt id="arg-mincount">minCount<a class="anchor" aria-label="anchor" href="#arg-mincount"></a></dt>
 <dd><p>Numeric. The minimum number of reads found for a gene to be
 considered detected.</p></dd>
 
 
-<dt>minCells</dt>
+<dt id="arg-mincells">minCells<a class="anchor" aria-label="anchor" href="#arg-mincells"></a></dt>
 <dd><p>Numeric. The minimum number of cells a gene must have at
 least 1 read in for it to be considered detected.</p></dd>
 
 
-<dt>maxDepth</dt>
+<dt id="arg-maxdepth">maxDepth<a class="anchor" aria-label="anchor" href="#arg-maxdepth"></a></dt>
 <dd><p>Numeric. The highest number of total reads to be simulated.</p></dd>
 
 
-<dt>realLabels</dt>
+<dt id="arg-reallabels">realLabels<a class="anchor" aria-label="anchor" href="#arg-reallabels"></a></dt>
 <dd><p>Character. The name of the condition of interest. Must match
 a name from sample data.</p></dd>
 
 
-<dt>depthResolution</dt>
+<dt id="arg-depthresolution">depthResolution<a class="anchor" aria-label="anchor" href="#arg-depthresolution"></a></dt>
 <dd><p>Numeric. How many different read depth should the
 script simulate? Will simulate a number of experimental designs ranging from
 10 reads to maxReadDepth, with logarithmic spacing.</p></dd>
 
 
-<dt>iterations</dt>
+<dt id="arg-iterations">iterations<a class="anchor" aria-label="anchor" href="#arg-iterations"></a></dt>
 <dd><p>Numeric. How many times should each experimental design be
 simulated?</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A 3-dimensional array, with dimensions = c(iterations,
+    <p>A 3-dimensional array, with dimensions = c(iterations,
 depthResolution, 3). [,,1] contains the number of detected genes in each
 simulated dataset, [,,2] contains the number of significantly differentially
 expressed genes in each simulation, and [,,3] contains the mediansignificant
@@ -308,15 +305,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
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   </body></html>
 
diff --git a/docs/reference/expData-ANY-character-method.html b/docs/reference/expData-ANY-character-method.html
index 7fe3e6125..6eb6f7f79 100644
--- a/docs/reference/expData-ANY-character-method.html
+++ b/docs/reference/expData-ANY-character-method.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>expData
-Get data item from an input SingleCellExperiment object. The data item can be an assay, altExp (subset) or a reducedDim, which is retrieved based on the name of the data item. — expData,ANY,character-method • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="expData
-Get data item from an input SingleCellExperiment object. The data item can be an assay, altExp (subset) or a reducedDim, which is retrieved based on the name of the data item. — expData,ANY,character-method"><meta property="og:description" content="expData
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>expData Get data item from an input SingleCellExperiment object. The data item can be an assay, altExp (subset) or a reducedDim, which is retrieved based on the name of the data item. — expData,ANY,character-method • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="expData Get data item from an input SingleCellExperiment object. The data item can be an assay, altExp (subset) or a reducedDim, which is retrieved based on the name of the data item. — expData,ANY,character-method"><meta property="og:description" content="expData
 Get data item from an input SingleCellExperiment object. The data item can be an assay, altExp (subset) or a reducedDim, which is retrieved based on the name of the data item."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>expData
-Get data item from an input <code>SingleCellExperiment</code> object. The data item can be an <code>assay</code>, <code>altExp</code> (subset) or a <code>reducedDim</code>, which is retrieved based on the name of the data item.</h1>
+    <h1>expData Get data item from an input <code>SingleCellExperiment</code> object. The data item can be an <code>assay</code>, <code>altExp</code> (subset) or a <code>reducedDim</code>, which is retrieved based on the name of the data item.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/sctkTagging.R" class="external-link"><code>R/sctkTagging.R</code></a></small>
     <div class="hidden name"><code>expData-ANY-character-method.Rd</code></div>
     </div>
@@ -213,25 +210,25 @@ <h1>expData
     </div>
 
     <div id="ref-usage">
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S4 method for ANY,character</span></span>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S4 method for class 'ANY,character'</span></span>
 <span><span class="fu"><a href="expData.html">expData</a></span><span class="op">(</span><span class="va">inSCE</span>, <span class="va">assayName</span><span class="op">)</span></span></code></pre></div>
     </div>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>assayName</dt>
+<dt id="arg-assayname">assayName<a class="anchor" aria-label="anchor" href="#arg-assayname"></a></dt>
 <dd><p>Specify the name of the data item to retrieve.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Specified data item.</p>
+    <p>Specified data item.</p>
     </div>
 
     <div id="ref-examples">
@@ -252,15 +249,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/expData-set-ANY-character-CharacterOrNullOrMissing-logical-method.html b/docs/reference/expData-set-ANY-character-CharacterOrNullOrMissing-logical-method.html
index a8c05ec2c..29b3ef38f 100644
--- a/docs/reference/expData-set-ANY-character-CharacterOrNullOrMissing-logical-method.html
+++ b/docs/reference/expData-set-ANY-character-CharacterOrNullOrMissing-logical-method.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>expData
-Store data items using tags to identify the type of data item stored. To be used as a replacement for assay&lt;- setter function but with additional parameter to set a tag to a data item. — expData&lt;-,ANY,character,CharacterOrNullOrMissing,logical-method • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="expData
-Store data items using tags to identify the type of data item stored. To be used as a replacement for assay&lt;- setter function but with additional parameter to set a tag to a data item. — expData&lt;-,ANY,character,CharacterOrNullOrMissing,logical-method"><meta property="og:description" content="expData
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>expData Store data items using tags to identify the type of data item stored. To be used as a replacement for assay&lt;- setter function but with additional parameter to set a tag to a data item. — expData&lt;-,ANY,character,CharacterOrNullOrMissing,logical-method • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="expData Store data items using tags to identify the type of data item stored. To be used as a replacement for assay&lt;- setter function but with additional parameter to set a tag to a data item. — expData&lt;-,ANY,character,CharacterOrNullOrMissing,logical-method"><meta property="og:description" content="expData
 Store data items using tags to identify the type of data item stored. To be used as a replacement for assay&amp;lt;- setter function but with additional parameter to set a tag to a data item."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>expData
-Store data items using tags to identify the type of data item stored. To be used as a replacement for assay&lt;- setter function but with additional parameter to set a tag to a data item.</h1>
+    <h1>expData Store data items using tags to identify the type of data item stored. To be used as a replacement for assay&lt;- setter function but with additional parameter to set a tag to a data item.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/sctkTagging.R" class="external-link"><code>R/sctkTagging.R</code></a></small>
     <div class="hidden name"><code>expData-set-ANY-character-CharacterOrNullOrMissing-logical-method.Rd</code></div>
     </div>
@@ -213,37 +210,37 @@ <h1>expData
     </div>
 
     <div id="ref-usage">
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S4 method for ANY,character,CharacterOrNullOrMissing,logical</span></span>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S4 method for class 'ANY,character,CharacterOrNullOrMissing,logical'</span></span>
 <span><span class="fu"><a href="expData.html">expData</a></span><span class="op">(</span><span class="va">inSCE</span>, <span class="va">assayName</span>, tag <span class="op">=</span> <span class="cn">NULL</span>, altExp <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="va">value</span></span></code></pre></div>
     </div>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>assayName</dt>
+<dt id="arg-assayname">assayName<a class="anchor" aria-label="anchor" href="#arg-assayname"></a></dt>
 <dd><p>Specify the name of the input assay.</p></dd>
 
 
-<dt>tag</dt>
+<dt id="arg-tag">tag<a class="anchor" aria-label="anchor" href="#arg-tag"></a></dt>
 <dd><p>Specify the tag to store against the input assay. Default is <code>NULL</code>, which will set the tag to "uncategorized".</p></dd>
 
 
-<dt>altExp</dt>
+<dt id="arg-altexp">altExp<a class="anchor" aria-label="anchor" href="#arg-altexp"></a></dt>
 <dd><p>A <code>logical</code> value indicating if the input assay is a <code>altExp</code> or a subset assay.</p></dd>
 
 
-<dt>value</dt>
+<dt id="arg-value">value<a class="anchor" aria-label="anchor" href="#arg-value"></a></dt>
 <dd><p>An input matrix-like value to store in the SCE object.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>SingleCellExperiment</code> object containing the newly stored data.</p>
+    <p>A <code>SingleCellExperiment</code> object containing the newly stored data.</p>
     </div>
 
     <div id="ref-examples">
@@ -265,15 +262,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/expData-set.html b/docs/reference/expData-set.html
index 92abe5b48..1b2ed30fa 100644
--- a/docs/reference/expData-set.html
+++ b/docs/reference/expData-set.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>expData
-Store data items using tags to identify the type of data item stored. To be used as a replacement for assay&lt;- setter function but with additional parameter to set a tag to a data item. — expData&lt;- • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="expData
-Store data items using tags to identify the type of data item stored. To be used as a replacement for assay&lt;- setter function but with additional parameter to set a tag to a data item. — expData&lt;-"><meta property="og:description" content="expData
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>expData Store data items using tags to identify the type of data item stored. To be used as a replacement for assay&lt;- setter function but with additional parameter to set a tag to a data item. — expData&lt;- • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="expData Store data items using tags to identify the type of data item stored. To be used as a replacement for assay&lt;- setter function but with additional parameter to set a tag to a data item. — expData&lt;-"><meta property="og:description" content="expData
 Store data items using tags to identify the type of data item stored. To be used as a replacement for assay&amp;lt;- setter function but with additional parameter to set a tag to a data item."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>expData
-Store data items using tags to identify the type of data item stored. To be used as a replacement for assay&lt;- setter function but with additional parameter to set a tag to a data item.</h1>
+    <h1>expData Store data items using tags to identify the type of data item stored. To be used as a replacement for assay&lt;- setter function but with additional parameter to set a tag to a data item.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/sctkTagging.R" class="external-link"><code>R/sctkTagging.R</code></a></small>
     <div class="hidden name"><code>expData-set.Rd</code></div>
     </div>
@@ -218,31 +215,31 @@ <h1>expData
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>assayName</dt>
+<dt id="arg-assayname">assayName<a class="anchor" aria-label="anchor" href="#arg-assayname"></a></dt>
 <dd><p>Specify the name of the input assay.</p></dd>
 
 
-<dt>tag</dt>
+<dt id="arg-tag">tag<a class="anchor" aria-label="anchor" href="#arg-tag"></a></dt>
 <dd><p>Specify the tag to store against the input assay. Default is <code>NULL</code>, which will set the tag to "uncategorized".</p></dd>
 
 
-<dt>altExp</dt>
+<dt id="arg-altexp">altExp<a class="anchor" aria-label="anchor" href="#arg-altexp"></a></dt>
 <dd><p>A <code>logical</code> value indicating if the input assay is a <code>altExp</code> or a subset assay.</p></dd>
 
 
-<dt>value</dt>
+<dt id="arg-value">value<a class="anchor" aria-label="anchor" href="#arg-value"></a></dt>
 <dd><p>An input matrix-like value to store in the SCE object.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>SingleCellExperiment</code> object containing the newly stored data.</p>
+    <p>A <code>SingleCellExperiment</code> object containing the newly stored data.</p>
     </div>
 
     <div id="ref-examples">
@@ -264,15 +261,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/expData.html b/docs/reference/expData.html
index 61ce18e36..0b8a3f694 100644
--- a/docs/reference/expData.html
+++ b/docs/reference/expData.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>expData
-Get data item from an input SingleCellExperiment object. The data item can be an assay, altExp (subset) or a reducedDim, which is retrieved based on the name of the data item. — expData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="expData
-Get data item from an input SingleCellExperiment object. The data item can be an assay, altExp (subset) or a reducedDim, which is retrieved based on the name of the data item. — expData"><meta property="og:description" content="expData
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>expData Get data item from an input SingleCellExperiment object. The data item can be an assay, altExp (subset) or a reducedDim, which is retrieved based on the name of the data item. — expData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="expData Get data item from an input SingleCellExperiment object. The data item can be an assay, altExp (subset) or a reducedDim, which is retrieved based on the name of the data item. — expData"><meta property="og:description" content="expData
 Get data item from an input SingleCellExperiment object. The data item can be an assay, altExp (subset) or a reducedDim, which is retrieved based on the name of the data item."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>expData
-Get data item from an input <code>SingleCellExperiment</code> object. The data item can be an <code>assay</code>, <code>altExp</code> (subset) or a <code>reducedDim</code>, which is retrieved based on the name of the data item.</h1>
+    <h1>expData Get data item from an input <code>SingleCellExperiment</code> object. The data item can be an <code>assay</code>, <code>altExp</code> (subset) or a <code>reducedDim</code>, which is retrieved based on the name of the data item.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/sctkTagging.R" class="external-link"><code>R/sctkTagging.R</code></a></small>
     <div class="hidden name"><code>expData.Rd</code></div>
     </div>
@@ -218,19 +215,19 @@ <h1>expData
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>assayName</dt>
+<dt id="arg-assayname">assayName<a class="anchor" aria-label="anchor" href="#arg-assayname"></a></dt>
 <dd><p>Specify the name of the data item to retrieve.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Specified data item.</p>
+    <p>Specified data item.</p>
     </div>
 
     <div id="ref-examples">
@@ -251,15 +248,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/expDataNames-ANY-method.html b/docs/reference/expDataNames-ANY-method.html
index b9aff173c..2b65beaaa 100644
--- a/docs/reference/expDataNames-ANY-method.html
+++ b/docs/reference/expDataNames-ANY-method.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>expDataNames
-Get names of all the data items in the input SingleCellExperiment object including assays, altExps and reducedDims. — expDataNames,ANY-method • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="expDataNames
-Get names of all the data items in the input SingleCellExperiment object including assays, altExps and reducedDims. — expDataNames,ANY-method"><meta property="og:description" content="expDataNames
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>expDataNames Get names of all the data items in the input SingleCellExperiment object including assays, altExps and reducedDims. — expDataNames,ANY-method • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="expDataNames Get names of all the data items in the input SingleCellExperiment object including assays, altExps and reducedDims. — expDataNames,ANY-method"><meta property="og:description" content="expDataNames
 Get names of all the data items in the input SingleCellExperiment object including assays, altExps and reducedDims."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>expDataNames
-Get names of all the data items in the input <code>SingleCellExperiment</code> object including assays, altExps and reducedDims.</h1>
+    <h1>expDataNames Get names of all the data items in the input <code>SingleCellExperiment</code> object including assays, altExps and reducedDims.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/sctkTagging.R" class="external-link"><code>R/sctkTagging.R</code></a></small>
     <div class="hidden name"><code>expDataNames-ANY-method.Rd</code></div>
     </div>
@@ -213,21 +210,21 @@ <h1>expDataNames
     </div>
 
     <div id="ref-usage">
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S4 method for ANY</span></span>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S4 method for class 'ANY'</span></span>
 <span><span class="fu"><a href="expDataNames.html">expDataNames</a></span><span class="op">(</span><span class="va">inSCE</span><span class="op">)</span></span></code></pre></div>
     </div>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A combined <code>vector</code> of <code>assayNames</code>, <code>altExpNames</code> and <code>reducedDimNames</code>.</p>
+    <p>A combined <code>vector</code> of <code>assayNames</code>, <code>altExpNames</code> and <code>reducedDimNames</code>.</p>
     </div>
 
     <div id="ref-examples">
@@ -249,15 +246,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/expDataNames.html b/docs/reference/expDataNames.html
index 698df79ad..d8e00d4bd 100644
--- a/docs/reference/expDataNames.html
+++ b/docs/reference/expDataNames.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>expDataNames
-Get names of all the data items in the input SingleCellExperiment object including assays, altExps and reducedDims. — expDataNames • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="expDataNames
-Get names of all the data items in the input SingleCellExperiment object including assays, altExps and reducedDims. — expDataNames"><meta property="og:description" content="expDataNames
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>expDataNames Get names of all the data items in the input SingleCellExperiment object including assays, altExps and reducedDims. — expDataNames • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="expDataNames Get names of all the data items in the input SingleCellExperiment object including assays, altExps and reducedDims. — expDataNames"><meta property="og:description" content="expDataNames
 Get names of all the data items in the input SingleCellExperiment object including assays, altExps and reducedDims."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>expDataNames
-Get names of all the data items in the input <code>SingleCellExperiment</code> object including assays, altExps and reducedDims.</h1>
+    <h1>expDataNames Get names of all the data items in the input <code>SingleCellExperiment</code> object including assays, altExps and reducedDims.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/sctkTagging.R" class="external-link"><code>R/sctkTagging.R</code></a></small>
     <div class="hidden name"><code>expDataNames.Rd</code></div>
     </div>
@@ -218,15 +215,15 @@ <h1>expDataNames
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A combined <code>vector</code> of <code>assayNames</code>, <code>altExpNames</code> and <code>reducedDimNames</code>.</p>
+    <p>A combined <code>vector</code> of <code>assayNames</code>, <code>altExpNames</code> and <code>reducedDimNames</code>.</p>
     </div>
 
     <div id="ref-examples">
@@ -248,15 +245,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/expDeleteDataTag.html b/docs/reference/expDeleteDataTag.html
index d7d01d4cd..96b838190 100644
--- a/docs/reference/expDeleteDataTag.html
+++ b/docs/reference/expDeleteDataTag.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>expDeleteDataTag
-Remove tag against an input data from the stored tag information in the metadata of the input object. — expDeleteDataTag • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="expDeleteDataTag
-Remove tag against an input data from the stored tag information in the metadata of the input object. — expDeleteDataTag"><meta property="og:description" content="expDeleteDataTag
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>expDeleteDataTag Remove tag against an input data from the stored tag information in the metadata of the input object. — expDeleteDataTag • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="expDeleteDataTag Remove tag against an input data from the stored tag information in the metadata of the input object. — expDeleteDataTag"><meta property="og:description" content="expDeleteDataTag
 Remove tag against an input data from the stored tag information in the metadata of the input object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>expDeleteDataTag
-Remove tag against an input data from the stored tag information in the metadata of the input object.</h1>
+    <h1>expDeleteDataTag Remove tag against an input data from the stored tag information in the metadata of the input object.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/sctkTagging.R" class="external-link"><code>R/sctkTagging.R</code></a></small>
     <div class="hidden name"><code>expDeleteDataTag.Rd</code></div>
     </div>
@@ -218,19 +215,19 @@ <h1>expDeleteDataTag
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>assay</dt>
+<dt id="arg-assay">assay<a class="anchor" aria-label="anchor" href="#arg-assay"></a></dt>
 <dd><p>Name of the assay or the data item against which a tag should be removed.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input <code>SingleCellExperiment</code> object with tag information removed from the metadata slot.</p>
+    <p>The input <code>SingleCellExperiment</code> object with tag information removed from the metadata slot.</p>
     </div>
 
     <div id="ref-examples">
@@ -252,15 +249,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/expSetDataTag.html b/docs/reference/expSetDataTag.html
index 7d2944463..8b8e7faa3 100644
--- a/docs/reference/expSetDataTag.html
+++ b/docs/reference/expSetDataTag.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>expSetDataTag
-Set tag to an assay or a data item in the input SCE object. — expSetDataTag • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="expSetDataTag
-Set tag to an assay or a data item in the input SCE object. — expSetDataTag"><meta property="og:description" content="expSetDataTag
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>expSetDataTag Set tag to an assay or a data item in the input SCE object. — expSetDataTag • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="expSetDataTag Set tag to an assay or a data item in the input SCE object. — expSetDataTag"><meta property="og:description" content="expSetDataTag
 Set tag to an assay or a data item in the input SCE object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>expSetDataTag
-Set tag to an assay or a data item in the input SCE object.</h1>
+    <h1>expSetDataTag Set tag to an assay or a data item in the input SCE object.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/sctkTagging.R" class="external-link"><code>R/sctkTagging.R</code></a></small>
     <div class="hidden name"><code>expSetDataTag.Rd</code></div>
     </div>
@@ -218,23 +215,23 @@ <h1>expSetDataTag
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>assayType</dt>
+<dt id="arg-assaytype">assayType<a class="anchor" aria-label="anchor" href="#arg-assaytype"></a></dt>
 <dd><p>Specify a <code>character(1)</code> value as a tag that should be set against a data item.</p></dd>
 
 
-<dt>assays</dt>
+<dt id="arg-assays">assays<a class="anchor" aria-label="anchor" href="#arg-assays"></a></dt>
 <dd><p>Specify name(s) <code><a href="https://rdrr.io/r/base/character.html" class="external-link">character()</a></code> of data item(s) against which the tag should be set.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input <code>SingleCellExperiment</code> object with tag information stored in the metadata slot.</p>
+    <p>The input <code>SingleCellExperiment</code> object with tag information stored in the metadata slot.</p>
     </div>
 
     <div id="ref-examples">
@@ -255,15 +252,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/expTaggedData.html b/docs/reference/expTaggedData.html
index eed21ed00..b1272db8e 100644
--- a/docs/reference/expTaggedData.html
+++ b/docs/reference/expTaggedData.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>expTaggedData
-Returns a list of names of data items from the 
-input SingleCellExperiment object based upon the input parameters. — expTaggedData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="expTaggedData
-Returns a list of names of data items from the 
-input SingleCellExperiment object based upon the input parameters. — expTaggedData"><meta property="og:description" content="expTaggedData
-Returns a list of names of data items from the 
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>expTaggedData Returns a list of names of data items from the input SingleCellExperiment object based upon the input parameters. — expTaggedData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="expTaggedData Returns a list of names of data items from the input SingleCellExperiment object based upon the input parameters. — expTaggedData"><meta property="og:description" content="expTaggedData
+Returns a list of names of data items from the
 input SingleCellExperiment object based upon the input parameters."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,34 +182,32 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>expTaggedData
-Returns a list of names of data items from the 
-input <code>SingleCellExperiment</code> object based upon the input parameters.</h1>
+    <h1>expTaggedData Returns a list of names of data items from the input <code>SingleCellExperiment</code> object based upon the input parameters.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/sctkTagging.R" class="external-link"><code>R/sctkTagging.R</code></a></small>
     <div class="hidden name"><code>expTaggedData.Rd</code></div>
     </div>
 
     <div class="ref-description">
     <p>expTaggedData
-Returns a list of names of data items from the 
+Returns a list of names of data items from the
 input <code>SingleCellExperiment</code> object based upon the input parameters.</p>
     </div>
 
@@ -229,37 +223,37 @@ <h1>expTaggedData
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>tags</dt>
-<dd><p>A <code><a href="https://rdrr.io/r/base/character.html" class="external-link">character()</a></code> value indicating if the data items should 
-be returned separated by the specified tags. Default is <code>NULL</code> 
-indicating that returned names of the data items are simply returned as a 
+<dt id="arg-tags">tags<a class="anchor" aria-label="anchor" href="#arg-tags"></a></dt>
+<dd><p>A <code><a href="https://rdrr.io/r/base/character.html" class="external-link">character()</a></code> value indicating if the data items should
+be returned separated by the specified tags. Default is <code>NULL</code>
+indicating that returned names of the data items are simply returned as a
 list with default tag as "uncategorized".</p></dd>
 
 
-<dt>redDims</dt>
-<dd><p>A <code>logical</code> value indicating if <code>reducedDims</code> 
+<dt id="arg-reddims">redDims<a class="anchor" aria-label="anchor" href="#arg-reddims"></a></dt>
+<dd><p>A <code>logical</code> value indicating if <code>reducedDims</code>
 should be returned as well separated with 'redDims' tag.</p></dd>
 
 
-<dt>recommended</dt>
-<dd><p>A <code><a href="https://rdrr.io/r/base/character.html" class="external-link">character()</a></code> vector indicating the tags that 
+<dt id="arg-recommended">recommended<a class="anchor" aria-label="anchor" href="#arg-recommended"></a></dt>
+<dd><p>A <code><a href="https://rdrr.io/r/base/character.html" class="external-link">character()</a></code> vector indicating the tags that
 should be displayed as recommended. Default is <code>NULL</code>.</p></dd>
 
 
-<dt>showTags</dt>
-<dd><p>A <code>logical</code> value indicating if the tags should be 
+<dt id="arg-showtags">showTags<a class="anchor" aria-label="anchor" href="#arg-showtags"></a></dt>
+<dd><p>A <code>logical</code> value indicating if the tags should be
 shown. If <code>FALSE</code>, output is just a simple list, not separated by tags.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>list</code> of names of data items specified by the other 
+    <p>A <code>list</code> of names of data items specified by the other
 parameters.</p>
     </div>
 
@@ -282,15 +276,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/exportSCE.html b/docs/reference/exportSCE.html
index 51d60940e..cb5dcbb4d 100644
--- a/docs/reference/exportSCE.html
+++ b/docs/reference/exportSCE.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Export data in SingleCellExperiment object — exportSCE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Export data in SingleCellExperiment object — exportSCE"><meta property="og:description" content="Export data in SingleCellExperiment object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Export data in SingleCellExperiment object — exportSCE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Export data in SingleCellExperiment object — exportSCE"><meta property="og:description" content="Export data in SingleCellExperiment object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -219,44 +219,44 @@ <h1>Export data in SingleCellExperiment object</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object
 that contains the data. QC metrics are stored in colData of the
 singleCellExperiment object.</p></dd>
 
 
-<dt>samplename</dt>
+<dt id="arg-samplename">samplename<a class="anchor" aria-label="anchor" href="#arg-samplename"></a></dt>
 <dd><p>Sample name. This will be used as name of subdirectories
 and the prefix of flat file output. Default is 'sample'.</p></dd>
 
 
-<dt>directory</dt>
+<dt id="arg-directory">directory<a class="anchor" aria-label="anchor" href="#arg-directory"></a></dt>
 <dd><p>Output directory. Default is './'.</p></dd>
 
 
-<dt>type</dt>
+<dt id="arg-type">type<a class="anchor" aria-label="anchor" href="#arg-type"></a></dt>
 <dd><p>Type of data. The type of data stored in SingleCellExperiment object.
 It can be 'Droplets'(raw droplets matrix) or 'Cells' (cells matrix).</p></dd>
 
 
-<dt>format</dt>
+<dt id="arg-format">format<a class="anchor" aria-label="anchor" href="#arg-format"></a></dt>
 <dd><p>The format of output. It currently supports flat files, rds files
 and python h5 files. It can output multiple formats. Default: c("SCE", "AnnData", "FlatFile", "HTAN").</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Generates a file containing data from <code>inSCE</code>, in specified <code>format</code>.</p>
+    <p>Generates a file containing data from <code>inSCE</code>, in specified <code>format</code>.</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="fu">exportSCE</span><span class="op">(</span><span class="va">sce</span>, format <span class="op">=</span> <span class="st">"SCE"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -271,15 +271,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/exportSCEToSeurat.html b/docs/reference/exportSCEToSeurat.html
index 7a8b87888..6c81dff1d 100644
--- a/docs/reference/exportSCEToSeurat.html
+++ b/docs/reference/exportSCEToSeurat.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Export data in Seurat object — exportSCEToSeurat • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Export data in Seurat object — exportSCEToSeurat"><meta property="og:description" content="Export data in Seurat object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Export data in Seurat object — exportSCEToSeurat • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Export data in Seurat object — exportSCEToSeurat"><meta property="og:description" content="Export data in Seurat object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -221,41 +221,41 @@ <h1>Export data in Seurat object</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object
 that contains the data. QC metrics are stored in colData of the
 singleCellExperiment object.</p></dd>
 
 
-<dt>prefix</dt>
+<dt id="arg-prefix">prefix<a class="anchor" aria-label="anchor" href="#arg-prefix"></a></dt>
 <dd><p>Prefix to use for the name of the output file. Default <code>"sample"</code>.</p></dd>
 
 
-<dt>outputDir</dt>
+<dt id="arg-outputdir">outputDir<a class="anchor" aria-label="anchor" href="#arg-outputdir"></a></dt>
 <dd><p>Path to the directory where outputs will be written. Default is the current working directory.</p></dd>
 
 
-<dt>overwrite</dt>
+<dt id="arg-overwrite">overwrite<a class="anchor" aria-label="anchor" href="#arg-overwrite"></a></dt>
 <dd><p>Boolean. Whether overwrite the output if it already exists in the outputDir. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>copyColData</dt>
+<dt id="arg-copycoldata">copyColData<a class="anchor" aria-label="anchor" href="#arg-copycoldata"></a></dt>
 <dd><p>Boolean. Whether copy 'colData' of SCE object to the 'meta.data' of Seurat object. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>copyReducedDim</dt>
+<dt id="arg-copyreduceddim">copyReducedDim<a class="anchor" aria-label="anchor" href="#arg-copyreduceddim"></a></dt>
 <dd><p>Boolean. Whether copy 'reducedDims' of the SCE object to the 'reductions' of Seurat object. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>copyDecontX</dt>
+<dt id="arg-copydecontx">copyDecontX<a class="anchor" aria-label="anchor" href="#arg-copydecontx"></a></dt>
 <dd><p>Boolean. Whether copy 'decontXcounts' assay of the SCE object to the 'assays' of Seurat object. Default <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Generates a Seurat object containing data from <code>inSCE</code>.</p>
+    <p>Generates a Seurat object containing data from <code>inSCE</code>.</p>
     </div>
 
   </div>
@@ -270,15 +270,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/exportSCEtoAnnData.html b/docs/reference/exportSCEtoAnnData.html
index fbf91182c..6732a98c7 100644
--- a/docs/reference/exportSCEtoAnnData.html
+++ b/docs/reference/exportSCEtoAnnData.html
@@ -1,7 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Export a SingleCellExperiment R object as
-Python annData object — exportSCEtoAnnData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Export a SingleCellExperiment R object as
-Python annData object — exportSCEtoAnnData"><meta property="og:description" content="Writes all assays, colData, rowData, reducedDims, and altExps objects in a
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Export a SingleCellExperiment R object as Python annData object — exportSCEtoAnnData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Export a SingleCellExperiment R object as Python annData object — exportSCEtoAnnData"><meta property="og:description" content="Writes all assays, colData, rowData, reducedDims, and altExps objects in a
 SingleCellExperiment to a Python annData object in the .h5ad format
 All parameters of Anndata.write_h5ad function (https://icb-anndata.readthedocs-hosted.com/en/stable/anndata.AnnData.write_h5ad.html)
 are available as parameters to this export function and set to defaults. Defaults can be
@@ -9,7 +7,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +21,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +29,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +38,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +63,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,26 +184,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Export a <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> R object as
-Python annData object</h1>
+    <h1>Export a <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> R object as Python annData object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/exportSCEtoAnndata.R" class="external-link"><code>R/exportSCEtoAnndata.R</code></a></small>
     <div class="hidden name"><code>exportSCEtoAnnData.Rd</code></div>
     </div>
@@ -233,56 +230,56 @@ <h1>Export a <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExp
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>sce</dt>
+
+
+<dl><dt id="arg-sce">sce<a class="anchor" aria-label="anchor" href="#arg-sce"></a></dt>
 <dd><p><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> R object to be
 exported.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Character. The name of assay of
 interests that will be set as the primary matrix of the output AnnData.
 Default <code>"counts"</code>.</p></dd>
 
 
-<dt>outputDir</dt>
+<dt id="arg-outputdir">outputDir<a class="anchor" aria-label="anchor" href="#arg-outputdir"></a></dt>
 <dd><p>Path to the directory where .h5ad outputs will be written. Default is the current working directory.</p></dd>
 
 
-<dt>prefix</dt>
+<dt id="arg-prefix">prefix<a class="anchor" aria-label="anchor" href="#arg-prefix"></a></dt>
 <dd><p>Prefix to use for the name of the output file. Default <code>"sample"</code>.</p></dd>
 
 
-<dt>overwrite</dt>
+<dt id="arg-overwrite">overwrite<a class="anchor" aria-label="anchor" href="#arg-overwrite"></a></dt>
 <dd><p>Boolean. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>compression</dt>
+<dt id="arg-compression">compression<a class="anchor" aria-label="anchor" href="#arg-compression"></a></dt>
 <dd><p>If output file compression is required, this variable accepts
 'gzip', 'lzf' or "None" as inputs. Default <code>"gzip"</code>.</p></dd>
 
 
-<dt>compressionOpts</dt>
+<dt id="arg-compressionopts">compressionOpts<a class="anchor" aria-label="anchor" href="#arg-compressionopts"></a></dt>
 <dd><p>Integer. Sets the compression level</p></dd>
 
 
-<dt>forceDense</dt>
+<dt id="arg-forcedense">forceDense<a class="anchor" aria-label="anchor" href="#arg-forcedense"></a></dt>
 <dd><p>Default <code>False</code> Write sparse data as a dense matrix.
 Refer <code>anndata.write_h5ad</code> documentation for details. Default <code>NULL</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Generates a Python anndata object containing data from <code>inSCE</code>.</p>
+    <p>Generates a Python anndata object containing data from <code>inSCE</code>.</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">sce_chcl</span>, package <span class="op">=</span> <span class="st">"scds"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="fu">exportSCEtoAnnData</span><span class="op">(</span>sce<span class="op">=</span><span class="va">sce_chcl</span>, compression<span class="op">=</span><span class="st">"gzip"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -297,15 +294,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/exportSCEtoFlatFile.html b/docs/reference/exportSCEtoFlatFile.html
index 05ba481df..30893542e 100644
--- a/docs/reference/exportSCEtoFlatFile.html
+++ b/docs/reference/exportSCEtoFlatFile.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Export a SingleCellExperiment object to flat text files — exportSCEtoFlatFile • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Export a SingleCellExperiment object to flat text files — exportSCEtoFlatFile"><meta property="og:description" content="Writes all assays, colData, rowData, reducedDims, and altExps objects in a
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Export a SingleCellExperiment object to flat text files — exportSCEtoFlatFile • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Export a SingleCellExperiment object to flat text files — exportSCEtoFlatFile"><meta property="og:description" content="Writes all assays, colData, rowData, reducedDims, and altExps objects in a
 SingleCellExperiment to text files.
 The items in the 'metadata' slot remain stored in list and are saved in an RDS file."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -223,43 +223,43 @@ <h1>Export a <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExp
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>sce</dt>
+
+
+<dl><dt id="arg-sce">sce<a class="anchor" aria-label="anchor" href="#arg-sce"></a></dt>
 <dd><p><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object to be
 exported.</p></dd>
 
 
-<dt>outputDir</dt>
+<dt id="arg-outputdir">outputDir<a class="anchor" aria-label="anchor" href="#arg-outputdir"></a></dt>
 <dd><p>Name of the directory to store the exported file(s).</p></dd>
 
 
-<dt>overwrite</dt>
+<dt id="arg-overwrite">overwrite<a class="anchor" aria-label="anchor" href="#arg-overwrite"></a></dt>
 <dd><p>Boolean. Whether to overwrite the output files. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>gzipped</dt>
+<dt id="arg-gzipped">gzipped<a class="anchor" aria-label="anchor" href="#arg-gzipped"></a></dt>
 <dd><p>Boolean. <code>TRUE</code> if the output files are to be
 gzip compressed. <code>FALSE</code> otherwise. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>prefix</dt>
+<dt id="arg-prefix">prefix<a class="anchor" aria-label="anchor" href="#arg-prefix"></a></dt>
 <dd><p>Prefix of file names.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Generates text files containing data from <code>inSCE</code>.</p>
+    <p>Generates text files containing data from <code>inSCE</code>.</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">sce_chcl</span>, package <span class="op">=</span> <span class="st">"scds"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="fu">exportSCEtoFlatFile</span><span class="op">(</span><span class="va">sce_chcl</span>, <span class="st">"sce_chcl"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -274,15 +274,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/featureIndex.html b/docs/reference/featureIndex.html
index d02f57cfd..e2fc969c3 100644
--- a/docs/reference/featureIndex.html
+++ b/docs/reference/featureIndex.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Retrieve row index for a set of features — featureIndex • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Retrieve row index for a set of features — featureIndex"><meta property="og:description" content="This will return indices of features among the rownames
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Retrieve row index for a set of features — featureIndex • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Retrieve row index for a set of features — featureIndex"><meta property="og:description" content="This will return indices of features among the rownames
 or rowData of a data.frame, matrix, or a SummarizedExperiment
 object including a SingleCellExperiment.
 Partial matching (i.e. grepping) can be used by setting
@@ -7,7 +7,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -21,7 +21,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -29,7 +29,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -38,7 +38,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -63,7 +63,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -184,20 +184,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -229,17 +229,19 @@ <h1>Retrieve row index for a set of features</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>features</dt>
+
+
+<dl><dt id="arg-features">features<a class="anchor" aria-label="anchor" href="#arg-features"></a></dt>
 <dd><p>Character vector of feature names to find in the rows of
 <code>inSCE</code>.</p></dd>
 
 
-<dt>inSCE</dt>
+<dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A data.frame, matrix, or SingleCellExperiment
 object to search.</p></dd>
 
 
-<dt>by</dt>
+<dt id="arg-by">by<a class="anchor" aria-label="anchor" href="#arg-by"></a></dt>
 <dd><p>Character. Where to search for features in <code>inSCE</code>. If set to
 <code>"rownames"</code> then the features will be searched for among
 <code>rownames(inSCE)</code>. If <code>inSCE</code> inherits from class
@@ -248,37 +250,35 @@ <h2>Arguments</h2>
 <code>colnames(rowData(inSCE))</code>).</p></dd>
 
 
-<dt>exactMatch</dt>
+<dt id="arg-exactmatch">exactMatch<a class="anchor" aria-label="anchor" href="#arg-exactmatch"></a></dt>
 <dd><p>Boolean. Whether to only identify exact matches
 or to identify partial matches using <code><a href="https://rdrr.io/r/base/grep.html" class="external-link">grep</a></code>.</p></dd>
 
 
-<dt>removeNA</dt>
+<dt id="arg-removena">removeNA<a class="anchor" aria-label="anchor" href="#arg-removena"></a></dt>
 <dd><p>Boolean. If set to <code>FALSE</code>, features not found in
 <code>inSCE</code> will be given <code>NA</code> and the returned vector will be the same
 length as <code>features</code>. If set to <code>TRUE</code>, then the <code>NA</code>
 values will be removed from the returned vector. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>errorOnNoMatch</dt>
+<dt id="arg-erroronnomatch">errorOnNoMatch<a class="anchor" aria-label="anchor" href="#arg-erroronnomatch"></a></dt>
 <dd><p>Boolean. If <code>TRUE</code>, an error will be given if
-no matches are found. If <code>FALSE</code>, an empty vector will be returned if 
-<code>removeNA</code> is set to <code>TRUE</code> or a vector of <code>NA</code> if 
+no matches are found. If <code>FALSE</code>, an empty vector will be returned if
+<code>removeNA</code> is set to <code>TRUE</code> or a vector of <code>NA</code> if
 <code>removeNA</code> is set to <code>FALSE</code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>warningOnPartialMatch</dt>
+<dt id="arg-warningonpartialmatch">warningOnPartialMatch<a class="anchor" aria-label="anchor" href="#arg-warningonpartialmatch"></a></dt>
 <dd><p>Boolean. If <code>TRUE</code>, a warning will be
-given if some of the entries in <code>features</code> were not found in 
+given if some of the entries in <code>features</code> were not found in
 <code>inSCE</code>. The warning will list the features not found.
 Default <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A vector of row indices for the matching features in <code>inSCE</code>.</p>
+    <p>A vector of row indices for the matching features in <code>inSCE</code>.</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
@@ -311,15 +311,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/generateHTANMeta.html b/docs/reference/generateHTANMeta.html
index 85b971680..88945db76 100644
--- a/docs/reference/generateHTANMeta.html
+++ b/docs/reference/generateHTANMeta.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generate HTAN manifest file for droplet and cell count data — generateHTANMeta • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generate HTAN manifest file for droplet and cell count data — generateHTANMeta"><meta property="og:description" content="Generate HTAN manifest file for droplet and cell count data"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generate HTAN manifest file for droplet and cell count data — generateHTANMeta • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generate HTAN manifest file for droplet and cell count data — generateHTANMeta"><meta property="og:description" content="Generate HTAN manifest file for droplet and cell count data"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -220,37 +220,37 @@ <h1>Generate HTAN manifest file for droplet and cell count data</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>dropletSCE</dt>
+
+
+<dl><dt id="arg-dropletsce">dropletSCE<a class="anchor" aria-label="anchor" href="#arg-dropletsce"></a></dt>
 <dd><p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object containing
 droplet count matrix data</p></dd>
 
 
-<dt>cellSCE</dt>
+<dt id="arg-cellsce">cellSCE<a class="anchor" aria-label="anchor" href="#arg-cellsce"></a></dt>
 <dd><p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object containing
 cell count matrix data</p></dd>
 
 
-<dt>samplename</dt>
+<dt id="arg-samplename">samplename<a class="anchor" aria-label="anchor" href="#arg-samplename"></a></dt>
 <dd><p>The sample name of the <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> objects</p></dd>
 
 
-<dt>htan_biospecimen_id</dt>
+<dt id="arg-htan-biospecimen-id">htan_biospecimen_id<a class="anchor" aria-label="anchor" href="#arg-htan-biospecimen-id"></a></dt>
 <dd><p>The HTAN biospecimen id of the sample in <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object</p></dd>
 
 
-<dt>dir</dt>
+<dt id="arg-dir">dir<a class="anchor" aria-label="anchor" href="#arg-dir"></a></dt>
 <dd><p>The output directory of the SCTK QC pipeline.</p></dd>
 
 
-<dt>dataType</dt>
+<dt id="arg-datatype">dataType<a class="anchor" aria-label="anchor" href="#arg-datatype"></a></dt>
 <dd><p>Type of the input data. It can be one of "Droplet", "Cell" or "Both".</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object which combines all
+    <p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object which combines all
 objects in sceList. The colData is merged.</p>
     </div>
 
@@ -266,15 +266,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/generateMeta.html b/docs/reference/generateMeta.html
index ece3635ff..6536d74b3 100644
--- a/docs/reference/generateMeta.html
+++ b/docs/reference/generateMeta.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generate HTAN manifest file for droplet and cell count data — generateMeta • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generate HTAN manifest file for droplet and cell count data — generateMeta"><meta property="og:description" content="Generate HTAN manifest file for droplet and cell count data"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generate HTAN manifest file for droplet and cell count data — generateMeta • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generate HTAN manifest file for droplet and cell count data — generateMeta"><meta property="og:description" content="Generate HTAN manifest file for droplet and cell count data"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -220,38 +220,38 @@ <h1>Generate HTAN manifest file for droplet and cell count data</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>dropletSCE</dt>
+
+
+<dl><dt id="arg-dropletsce">dropletSCE<a class="anchor" aria-label="anchor" href="#arg-dropletsce"></a></dt>
 <dd><p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object containing
 droplet count matrix data</p></dd>
 
 
-<dt>cellSCE</dt>
+<dt id="arg-cellsce">cellSCE<a class="anchor" aria-label="anchor" href="#arg-cellsce"></a></dt>
 <dd><p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object containing
 cell count matrix data</p></dd>
 
 
-<dt>samplename</dt>
+<dt id="arg-samplename">samplename<a class="anchor" aria-label="anchor" href="#arg-samplename"></a></dt>
 <dd><p>The sample name of the <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> objects</p></dd>
 
 
-<dt>dir</dt>
+<dt id="arg-dir">dir<a class="anchor" aria-label="anchor" href="#arg-dir"></a></dt>
 <dd><p>The output directory of the SCTK QC pipeline.</p></dd>
 
 
-<dt>HTAN</dt>
-<dd><p>Whether generates manifest file including HTAN specific ID (HTAN Biospecimen ID, 
+<dt id="arg-htan">HTAN<a class="anchor" aria-label="anchor" href="#arg-htan"></a></dt>
+<dd><p>Whether generates manifest file including HTAN specific ID (HTAN Biospecimen ID,
 HTAN parent file ID and HTAN patient ID). Default is TRUE.</p></dd>
 
 
-<dt>dataType</dt>
+<dt id="arg-datatype">dataType<a class="anchor" aria-label="anchor" href="#arg-datatype"></a></dt>
 <dd><p>Type of the input data. It can be one of "Droplet", "Cell" or "Both".</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object which combines all
+    <p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object which combines all
 objects in sceList. The colData is merged.</p>
     </div>
 
@@ -267,15 +267,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/generateSimulatedData.html b/docs/reference/generateSimulatedData.html
index b652021c2..b7756f360 100644
--- a/docs/reference/generateSimulatedData.html
+++ b/docs/reference/generateSimulatedData.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates a single simulated dataset, bootstrapping from the input counts
-matrix. — generateSimulatedData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates a single simulated dataset, bootstrapping from the input counts
-matrix. — generateSimulatedData"><meta property="og:description" content="Generates a single simulated dataset, bootstrapping from the input counts
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates a single simulated dataset, bootstrapping from the input counts matrix. — generateSimulatedData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates a single simulated dataset, bootstrapping from the input counts matrix. — generateSimulatedData"><meta property="og:description" content="Generates a single simulated dataset, bootstrapping from the input counts
 matrix."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Generates a single simulated dataset, bootstrapping from the input counts
-matrix.</h1>
+    <h1>Generates a single simulated dataset, bootstrapping from the input counts matrix.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/DownsampleMatrix.R" class="external-link"><code>R/DownsampleMatrix.R</code></a></small>
     <div class="hidden name"><code>generateSimulatedData.Rd</code></div>
     </div>
@@ -218,21 +215,23 @@ <h1>Generates a single simulated dataset, bootstrapping from the input counts
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>totalReads</dt>
+
+
+<dl><dt id="arg-totalreads">totalReads<a class="anchor" aria-label="anchor" href="#arg-totalreads"></a></dt>
 <dd><p>Numeric. The total number of reads in the simulated
 dataset, to be split between all simulated cells.</p></dd>
 
 
-<dt>cells</dt>
+<dt id="arg-cells">cells<a class="anchor" aria-label="anchor" href="#arg-cells"></a></dt>
 <dd><p>Numeric. The number of virtual cells to simulate.</p></dd>
 
 
-<dt>originalData</dt>
+<dt id="arg-originaldata">originalData<a class="anchor" aria-label="anchor" href="#arg-originaldata"></a></dt>
 <dd><p>Matrix. The original raw read count matrix. When used
 within the Shiny app, this will be assay(SCEsetObject, "counts").</p></dd>
 
 
-<dt>realLabels</dt>
+<dt id="arg-reallabels">realLabels<a class="anchor" aria-label="anchor" href="#arg-reallabels"></a></dt>
 <dd><p>Factor. The condition labels for differential expression.
 If only two factors present, will default to t-test. If multiple factors,
 will default to ANOVA.</p></dd>
@@ -240,9 +239,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A simulated counts matrix, the first row of which contains the 'true'
+    <p>A simulated counts matrix, the first row of which contains the 'true'
 labels for each virtual cell.</p>
     </div>
 
@@ -268,15 +265,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/getBiomarker.html b/docs/reference/getBiomarker.html
index 234867ee4..69eced5d5 100644
--- a/docs/reference/getBiomarker.html
+++ b/docs/reference/getBiomarker.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Given a list of genes and a SingleCellExperiment object, return
-the binary or continuous expression of the genes. — getBiomarker • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Given a list of genes and a SingleCellExperiment object, return
-the binary or continuous expression of the genes. — getBiomarker"><meta property="og:description" content="Given a list of genes and a SingleCellExperiment object, return
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Given a list of genes and a SingleCellExperiment object, return the binary or continuous expression of the genes. — getBiomarker • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Given a list of genes and a SingleCellExperiment object, return the binary or continuous expression of the genes. — getBiomarker"><meta property="og:description" content="Given a list of genes and a SingleCellExperiment object, return
 the binary or continuous expression of the genes."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Given a list of genes and a SingleCellExperiment object, return
-the binary or continuous expression of the genes.</h1>
+    <h1>Given a list of genes and a SingleCellExperiment object, return the binary or continuous expression of the genes.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/getBiomarker.R" class="external-link"><code>R/getBiomarker.R</code></a></small>
     <div class="hidden name"><code>getBiomarker.Rd</code></div>
     </div>
@@ -225,37 +222,37 @@ <h1>Given a list of genes and a SingleCellExperiment object, return
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>gene</dt>
+<dt id="arg-gene">gene<a class="anchor" aria-label="anchor" href="#arg-gene"></a></dt>
 <dd><p>gene list</p></dd>
 
 
-<dt>binary</dt>
+<dt id="arg-binary">binary<a class="anchor" aria-label="anchor" href="#arg-binary"></a></dt>
 <dd><p>"Binary" for binary expression or "Continuous" for a gradient.
 Default: "Binary"</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Indicates which assay to use. The default is "counts".</p></dd>
 
 
-<dt>featureLocation</dt>
+<dt id="arg-featurelocation">featureLocation<a class="anchor" aria-label="anchor" href="#arg-featurelocation"></a></dt>
 <dd><p>Indicates which column name of rowData to query gene.</p></dd>
 
 
-<dt>featureDisplay</dt>
+<dt id="arg-featuredisplay">featureDisplay<a class="anchor" aria-label="anchor" href="#arg-featuredisplay"></a></dt>
 <dd><p>Indicates which column name of rowData to use
 to display feature for visualization.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>getBiomarker(): A data.frame of expression values</p>
+    <p>getBiomarker(): A data.frame of expression values</p>
     </div>
 
     <div id="ref-examples">
@@ -308,15 +305,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/getDEGTopTable.html b/docs/reference/getDEGTopTable.html
index 2769dd67a..d5ad5fe5e 100644
--- a/docs/reference/getDEGTopTable.html
+++ b/docs/reference/getDEGTopTable.html
@@ -1,12 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get Top Table of a DEG analysis — getDEGTopTable • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get Top Table of a DEG analysis — getDEGTopTable"><meta property="og:description" content="Users have to run runDEAnalysis() first, any of the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get Top Table of a DEG analysis — getDEGTopTable • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get Top Table of a DEG analysis — getDEGTopTable"><meta property="og:description" content="Users have to run runDEAnalysis() first, any of the
 wrapped functions of this generic function. Users can set further filters on
 the result. A data.frame object, with variables of Gene,
 Log2_FC, Pvalue, and FDR, will be returned."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,20 +183,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -230,63 +230,63 @@ <h1>Get Top Table of a DEG analysis</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>SingleCellExperiment inherited object, with of the
 singleCellTK DEG method performed in advance.</p></dd>
 
 
-<dt>useResult</dt>
+<dt id="arg-useresult">useResult<a class="anchor" aria-label="anchor" href="#arg-useresult"></a></dt>
 <dd><p>character. A string specifying the <code>analysisName</code>
 used when running a differential expression analysis function.</p></dd>
 
 
-<dt>labelBy</dt>
+<dt id="arg-labelby">labelBy<a class="anchor" aria-label="anchor" href="#arg-labelby"></a></dt>
 <dd><p>A single character for a column of <code>rowData(inSCE)</code> as
 where to search for the labeling text. Leave <code>NULL</code> for <code>rownames</code>.
 Default <code>metadata(inSCE)$featureDisplay</code> (see
 <code><a href="setSCTKDisplayRow.html">setSCTKDisplayRow</a></code>).</p></dd>
 
 
-<dt>onlyPos</dt>
+<dt id="arg-onlypos">onlyPos<a class="anchor" aria-label="anchor" href="#arg-onlypos"></a></dt>
 <dd><p>logical. Whether to only fetch DEG with positive log2_FC
 value. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>log2fcThreshold</dt>
+<dt id="arg-log-fcthreshold">log2fcThreshold<a class="anchor" aria-label="anchor" href="#arg-log-fcthreshold"></a></dt>
 <dd><p>numeric. Only fetch DEGs with the absolute values of
 log2FC larger than this value. Default <code>0.25</code>.</p></dd>
 
 
-<dt>fdrThreshold</dt>
+<dt id="arg-fdrthreshold">fdrThreshold<a class="anchor" aria-label="anchor" href="#arg-fdrthreshold"></a></dt>
 <dd><p>numeric. Only fetch DEGs with FDR value smaller than this
 value. Default <code>0.05</code>.</p></dd>
 
 
-<dt>minGroup1MeanExp</dt>
+<dt id="arg-mingroup-meanexp">minGroup1MeanExp<a class="anchor" aria-label="anchor" href="#arg-mingroup-meanexp"></a></dt>
 <dd><p>numeric. Only fetch DEGs with mean expression in
 group1 greater then this value. Default <code>NULL</code>.</p></dd>
 
 
-<dt>maxGroup2MeanExp</dt>
+<dt id="arg-maxgroup-meanexp">maxGroup2MeanExp<a class="anchor" aria-label="anchor" href="#arg-maxgroup-meanexp"></a></dt>
 <dd><p>numeric. Only fetch DEGs with mean expression in
 group2 less then this value. Default <code>NULL</code>.</p></dd>
 
 
-<dt>minGroup1ExprPerc</dt>
+<dt id="arg-mingroup-exprperc">minGroup1ExprPerc<a class="anchor" aria-label="anchor" href="#arg-mingroup-exprperc"></a></dt>
 <dd><p>numeric. Only fetch DEGs expressed in greater then
 this fraction of cells in group1. Default <code>NULL</code>.</p></dd>
 
 
-<dt>maxGroup2ExprPerc</dt>
+<dt id="arg-maxgroup-exprperc">maxGroup2ExprPerc<a class="anchor" aria-label="anchor" href="#arg-maxgroup-exprperc"></a></dt>
 <dd><p>numeric. Only fetch DEGs expressed in less then this
 fraction of cells in group2. Default <code>NULL</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>data.frame</code> object of the top DEGs, with variables of
+    <p>A <code>data.frame</code> object of the top DEGs, with variables of
 <code>Gene</code>, <code>Log2_FC</code>, <code>Pvalue</code>, and <code>FDR</code>.</p>
     </div>
 
@@ -299,7 +299,7 @@ <h2>Examples</h2>
 <span class="r-in"><span>                   classGroup1 <span class="op">=</span> <span class="st">"alpha"</span>, classGroup2 <span class="op">=</span> <span class="st">"beta"</span>,</span></span>
 <span class="r-in"><span>                   groupName1 <span class="op">=</span> <span class="st">"w.alpha"</span>, groupName2 <span class="op">=</span> <span class="st">"w.beta"</span>,</span></span>
 <span class="r-in"><span>                   analysisName <span class="op">=</span> <span class="st">"w.aVSb"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:21 2024 ... Running DE with wilcox, Analysis name: w.aVSb</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:26 2025 ... Running DE with wilcox, Analysis name: w.aVSb</span>
 <span class="r-in"><span><span class="fu">getDEGTopTable</span><span class="op">(</span><span class="va">sce.w</span>, <span class="st">"w.aVSb"</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>               Gene     Log2_FC       Pvalue          FDR group1MeanExp</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 2              GCG   9.1517909 2.368614e-19 4.737227e-18    18.2513675</span>
@@ -431,15 +431,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/getDiffAbundanceResults.html b/docs/reference/getDiffAbundanceResults.html
index 3c996e1d7..a65f540ab 100644
--- a/docs/reference/getDiffAbundanceResults.html
+++ b/docs/reference/getDiffAbundanceResults.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get/Set diffAbundanceFET result table — getDiffAbundanceResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get/Set diffAbundanceFET result table — getDiffAbundanceResults"><meta property="og:description" content="Get/Set diffAbundanceFET result table"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get/Set diffAbundanceFET result table — getDiffAbundanceResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get/Set diffAbundanceFET result table — getDiffAbundanceResults"><meta property="og:description" content="Get/Set diffAbundanceFET result table"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -210,36 +210,36 @@ <h1>Get/Set diffAbundanceFET result table</h1>
     <div id="ref-usage">
     <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">getDiffAbundanceResults</span><span class="op">(</span><span class="va">x</span>, <span class="va">analysisName</span><span class="op">)</span></span>
 <span></span>
-<span><span class="co"># S4 method for SingleCellExperiment</span></span>
+<span><span class="co"># S4 method for class 'SingleCellExperiment'</span></span>
 <span><span class="fu">getDiffAbundanceResults</span><span class="op">(</span><span class="va">x</span>, <span class="va">analysisName</span><span class="op">)</span></span>
 <span></span>
 <span><span class="fu">getDiffAbundanceResults</span><span class="op">(</span><span class="va">x</span>, <span class="va">analysisName</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="va">value</span></span>
 <span></span>
-<span><span class="co"># S4 method for SingleCellExperiment</span></span>
+<span><span class="co"># S4 method for class 'SingleCellExperiment'</span></span>
 <span><span class="fu">getDiffAbundanceResults</span><span class="op">(</span><span class="va">x</span>, <span class="va">analysisName</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="va">value</span></span></code></pre></div>
     </div>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>x</dt>
+
+
+<dl><dt id="arg-x">x<a class="anchor" aria-label="anchor" href="#arg-x"></a></dt>
 <dd><p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code>
 object.</p></dd>
 
 
-<dt>analysisName</dt>
-<dd><p>A single character string specifying an analysis 
+<dt id="arg-analysisname">analysisName<a class="anchor" aria-label="anchor" href="#arg-analysisname"></a></dt>
+<dd><p>A single character string specifying an analysis
 performed with <code><a href="diffAbundanceFET.html">diffAbundanceFET</a></code></p></dd>
 
 
-<dt>value</dt>
+<dt id="arg-value">value<a class="anchor" aria-label="anchor" href="#arg-value"></a></dt>
 <dd><p>The output table of <code><a href="diffAbundanceFET.html">diffAbundanceFET</a></code></p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The differential abundance table for getter method, or update the SCE
+    <p>The differential abundance table for getter method, or update the SCE
 object with new result for setter method.</p>
     </div>
 
@@ -267,15 +267,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/getEnrichRResult.html b/docs/reference/getEnrichRResult.html
index 7912077c8..25e0a6267 100644
--- a/docs/reference/getEnrichRResult.html
+++ b/docs/reference/getEnrichRResult.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get or Set EnrichR Result — getEnrichRResult&lt;- • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get or Set EnrichR Result — getEnrichRResult&lt;-"><meta property="og:description" content="Get or Set EnrichR Result"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get or Set EnrichR Result — getEnrichRResult&lt;- • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get or Set EnrichR Result — getEnrichRResult&lt;-"><meta property="og:description" content="Get or Set EnrichR Result"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -212,32 +212,32 @@ <h1>Get or Set EnrichR Result</h1>
 <span></span>
 <span><span class="fu">getEnrichRResult</span><span class="op">(</span><span class="va">inSCE</span>, <span class="va">analysisName</span><span class="op">)</span></span>
 <span></span>
-<span><span class="co"># S4 method for SingleCellExperiment</span></span>
+<span><span class="co"># S4 method for class 'SingleCellExperiment'</span></span>
 <span><span class="fu">getEnrichRResult</span><span class="op">(</span><span class="va">inSCE</span>, <span class="va">analysisName</span><span class="op">)</span></span>
 <span></span>
-<span><span class="co"># S4 method for SingleCellExperiment</span></span>
+<span><span class="co"># S4 method for class 'SingleCellExperiment'</span></span>
 <span><span class="fu">getEnrichRResult</span><span class="op">(</span><span class="va">inSCE</span>, <span class="va">analysisName</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="va">value</span></span></code></pre></div>
     </div>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A SingleCellExperiment object.</p></dd>
 
 
-<dt>analysisName</dt>
+<dt id="arg-analysisname">analysisName<a class="anchor" aria-label="anchor" href="#arg-analysisname"></a></dt>
 <dd><p>A string that identifies each specific analysis</p></dd>
 
 
-<dt>value</dt>
+<dt id="arg-value">value<a class="anchor" aria-label="anchor" href="#arg-value"></a></dt>
 <dd><p>The EnrichR result table</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>For getter method, a data.frame of the EnrichR result;
+    <p>For getter method, a data.frame of the EnrichR result;
 For setter method, <code>inSCE</code> with EnrichR results updated.</p>
     </div>
     <div id="see-also">
@@ -255,7 +255,7 @@ <h2>Examples</h2>
 <span class="r-in"><span>  <span class="va">result</span> <span class="op">&lt;-</span> <span class="fu">getEnrichRResult</span><span class="op">(</span><span class="va">mouseBrainSubsetSCE</span>, <span class="st">"analysis1"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">}</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Welcome to enrichR</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Checking connection ... </span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Checking connections ... </span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Enrichr ... </span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Connection is Live!</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> FlyEnrichr ... </span>
@@ -285,15 +285,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/getFindMarkerTopTable.html b/docs/reference/getFindMarkerTopTable.html
index 0592b2c8a..d9e6f139f 100644
--- a/docs/reference/getFindMarkerTopTable.html
+++ b/docs/reference/getFindMarkerTopTable.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Fetch the table of top markers that pass the filtering — getFindMarkerTopTable • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Fetch the table of top markers that pass the filtering — getFindMarkerTopTable"><meta property="og:description" content="Fetch the table of top markers that pass the filtering"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Fetch the table of top markers that pass the filtering — getFindMarkerTopTable • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Fetch the table of top markers that pass the filtering — getFindMarkerTopTable"><meta property="og:description" content="Fetch the table of top markers that pass the filtering"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -231,38 +231,40 @@ <h1>Fetch the table of top markers that pass the filtering</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>SingleCellExperiment inherited object.</p></dd>
 
 
-<dt>log2fcThreshold</dt>
+<dt id="arg-log-fcthreshold">log2fcThreshold<a class="anchor" aria-label="anchor" href="#arg-log-fcthreshold"></a></dt>
 <dd><p>Only use DEGs with the absolute values of log2FC
 larger than this value. Default <code>1</code></p></dd>
 
 
-<dt>fdrThreshold</dt>
+<dt id="arg-fdrthreshold">fdrThreshold<a class="anchor" aria-label="anchor" href="#arg-fdrthreshold"></a></dt>
 <dd><p>Only use DEGs with FDR value smaller than this value.
 Default <code>0.05</code></p></dd>
 
 
-<dt>minClustExprPerc</dt>
+<dt id="arg-minclustexprperc">minClustExprPerc<a class="anchor" aria-label="anchor" href="#arg-minclustexprperc"></a></dt>
 <dd><p>A numeric scalar. The minimum cutoff of the
 percentage of cells in the cluster of interests that expressed the marker
 gene. Default <code>0.7</code>.</p></dd>
 
 
-<dt>maxCtrlExprPerc</dt>
+<dt id="arg-maxctrlexprperc">maxCtrlExprPerc<a class="anchor" aria-label="anchor" href="#arg-maxctrlexprperc"></a></dt>
 <dd><p>A numeric scalar. The maximum cutoff of the
 percentage of cells out of the cluster (control group) that expressed the
 marker gene. Default <code>0.4</code>.</p></dd>
 
 
-<dt>minMeanExpr</dt>
+<dt id="arg-minmeanexpr">minMeanExpr<a class="anchor" aria-label="anchor" href="#arg-minmeanexpr"></a></dt>
 <dd><p>A numeric scalar. The minimum cutoff of the mean
 expression value of the marker in the cluster of interests. Default <code>1</code>.</p></dd>
 
 
-<dt>topN</dt>
+<dt id="arg-topn">topN<a class="anchor" aria-label="anchor" href="#arg-topn"></a></dt>
 <dd><p>An integer. Only to fetch this number of top markers for each
 cluster in maximum, in terms of log2FC value. Use <code>NULL</code> to cancel the
 top N subscription. Default <code>10</code>.</p></dd>
@@ -270,9 +272,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>An organized <code>data.frame</code> object, with the top marker gene
+    <p>An organized <code>data.frame</code> object, with the top marker gene
 information.</p>
     </div>
     <div id="details">
@@ -291,9 +291,9 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">mouseBrainSubsetSCE</span> <span class="op">&lt;-</span> <span class="fu"><a href="runFindMarker.html">runFindMarker</a></span><span class="op">(</span><span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                                     useAssay <span class="op">=</span> <span class="st">"logcounts"</span>,</span></span>
 <span class="r-in"><span>                                     cluster <span class="op">=</span> <span class="st">"level1class"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:25 2024 ... Identifying markers for cluster 'microglia', using DE method 'wilcox'</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:26 2024 ... Identifying markers for cluster 'oligodendrocytes', using DE method 'wilcox'</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:27 2024 ... Organizing findMarker result</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:36 2025 ... Identifying markers for cluster 'microglia', using DE method 'wilcox'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:37 2025 ... Identifying markers for cluster 'oligodendrocytes', using DE method 'wilcox'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:37 2025 ... Organizing findMarker result</span>
 <span class="r-in"><span><span class="fu">getFindMarkerTopTable</span><span class="op">(</span><span class="va">mouseBrainSubsetSCE</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>      Gene  Log2_FC       Pvalue          FDR      level1class clusterExprPerc</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> 1228 Apoe 4.439115 3.642815e-06 0.0001796628        microglia               1</span>
@@ -315,15 +315,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/getGenesetNamesFromCollection.html b/docs/reference/getGenesetNamesFromCollection.html
index afdfaba88..8b5edac50 100644
--- a/docs/reference/getGenesetNamesFromCollection.html
+++ b/docs/reference/getGenesetNamesFromCollection.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>List geneset names from geneSetCollection — getGenesetNamesFromCollection • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="List geneset names from geneSetCollection — getGenesetNamesFromCollection"><meta property="og:description" content="List geneset names from geneSetCollection"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>List geneset names from geneSetCollection — getGenesetNamesFromCollection • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="List geneset names from geneSetCollection — getGenesetNamesFromCollection"><meta property="og:description" content="List geneset names from geneSetCollection"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -213,19 +213,19 @@ <h1>List geneset names from geneSetCollection</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>geneSetCollectionName</dt>
+<dt id="arg-genesetcollectionname">geneSetCollectionName<a class="anchor" aria-label="anchor" href="#arg-genesetcollectionname"></a></dt>
 <dd><p>The name of an imported geneSetCollection.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A character vector of available genesets from the collection.</p>
+    <p>A character vector of available genesets from the collection.</p>
     </div>
 
   </div>
@@ -240,15 +240,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/getMSigDBTable.html b/docs/reference/getMSigDBTable.html
index 20b5b2661..ef65caf99 100644
--- a/docs/reference/getMSigDBTable.html
+++ b/docs/reference/getMSigDBTable.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Shows MSigDB categories — getMSigDBTable • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Shows MSigDB categories — getMSigDBTable"><meta property="og:description" content="Returns a data.frame that shows MSigDB categories and
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Shows MSigDB categories — getMSigDBTable • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Shows MSigDB categories — getMSigDBTable"><meta property="og:description" content="Returns a data.frame that shows MSigDB categories and
 subcategories as well as descriptions for each. The entries in the ID
 column in this table can be used as input for importGeneSetsFromMSigDB."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -217,9 +217,7 @@ <h1>Shows MSigDB categories</h1>
 
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>data.frame, containing MSigDB categories</p>
+    <p>data.frame, containing MSigDB categories</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
@@ -301,15 +299,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/getPathwayResultNames.html b/docs/reference/getPathwayResultNames.html
index 648911b82..a0f8ae027 100644
--- a/docs/reference/getPathwayResultNames.html
+++ b/docs/reference/getPathwayResultNames.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>List pathway analysis result names — getPathwayResultNames • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="List pathway analysis result names — getPathwayResultNames"><meta property="og:description" content="List pathway analysis result names"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>List pathway analysis result names — getPathwayResultNames • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="List pathway analysis result names — getPathwayResultNames"><meta property="og:description" content="List pathway analysis result names"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -213,24 +213,24 @@ <h1>List pathway analysis result names</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>stopIfNone</dt>
+<dt id="arg-stopifnone">stopIfNone<a class="anchor" aria-label="anchor" href="#arg-stopifnone"></a></dt>
 <dd><p>Whether to stop and raise an error if no results found. If
 <code>FALSE</code>, will return an empty character vector.</p></dd>
 
 
-<dt>verbose</dt>
+<dt id="arg-verbose">verbose<a class="anchor" aria-label="anchor" href="#arg-verbose"></a></dt>
 <dd><p>Show warning if no result found. Default <code>FALSE</code></p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A character vector of valid pathway analysis result names.</p>
+    <p>A character vector of valid pathway analysis result names.</p>
     </div>
     <div id="details">
     <h2>Details</h2>
@@ -258,15 +258,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/getSampleSummaryStatsTable.html b/docs/reference/getSampleSummaryStatsTable.html
index 232003eeb..32f3ea1bd 100644
--- a/docs/reference/getSampleSummaryStatsTable.html
+++ b/docs/reference/getSampleSummaryStatsTable.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Stores and returns table of SCTK QC outputs to metadata. — getSampleSummaryStatsTable • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Stores and returns table of SCTK QC outputs to metadata. — getSampleSummaryStatsTable"><meta property="og:description" content="Stores and returns table of QC metrics generated from
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Stores and returns table of SCTK QC outputs to metadata. — getSampleSummaryStatsTable • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Stores and returns table of SCTK QC outputs to metadata. — getSampleSummaryStatsTable"><meta property="og:description" content="Stores and returns table of QC metrics generated from
  QC algorithms within the metadata slot of the SingleCellExperiment object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -214,42 +214,42 @@ <h1>Stores and returns table of SCTK QC outputs to metadata.</h1>
 <span></span>
 <span><span class="fu">setSampleSummaryStatsTable</span><span class="op">(</span><span class="va">inSCE</span>, <span class="va">statsName</span>, <span class="va">...</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="va">value</span></span>
 <span></span>
-<span><span class="co"># S4 method for SingleCellExperiment</span></span>
+<span><span class="co"># S4 method for class 'SingleCellExperiment'</span></span>
 <span><span class="fu">getSampleSummaryStatsTable</span><span class="op">(</span><span class="va">inSCE</span>, <span class="va">statsName</span>, <span class="va">...</span><span class="op">)</span></span>
 <span></span>
-<span><span class="co"># S4 method for SingleCellExperiment</span></span>
+<span><span class="co"># S4 method for class 'SingleCellExperiment'</span></span>
 <span><span class="fu">setSampleSummaryStatsTable</span><span class="op">(</span><span class="va">inSCE</span>, <span class="va">statsName</span>, <span class="va">...</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="va">value</span></span></code></pre></div>
     </div>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 assay data and/or colData data. Required.</p></dd>
 
 
-<dt>statsName</dt>
+<dt id="arg-statsname">statsName<a class="anchor" aria-label="anchor" href="#arg-statsname"></a></dt>
 <dd><p>A <code>character</code> value indicating the slot
 that stores the stats table within the metadata of the
 SingleCellExperiment object. Required.</p></dd>
 
 
-<dt>...</dt>
+<dt id="arg--">...<a class="anchor" aria-label="anchor" href="#arg--"></a></dt>
 <dd><p>Other arguments passed to the function.</p></dd>
 
 
-<dt>value</dt>
+<dt id="arg-value">value<a class="anchor" aria-label="anchor" href="#arg-value"></a></dt>
 <dd><p>The summary table for QC statistics generated from SingleCellTK
 to be added to the SCE object.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>For <code>getSampleSummaryStatsTable</code>, A matrix/array object. 
+    <p>For <code>getSampleSummaryStatsTable</code>, A matrix/array object.
 Contains a summary table for QC statistics generated from SingleCellTK. For
-<code>setSampleSummaryStatsTable&lt;-</code>, A SingleCellExperiment object where the 
+<code>setSampleSummaryStatsTable&lt;-</code>, A SingleCellExperiment object where the
 summary table is updated in the <code>metadata</code> slot.</p>
     </div>
 
@@ -279,15 +279,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/getSceParams.html b/docs/reference/getSceParams.html
index 0d39a704d..40d1f2eb7 100644
--- a/docs/reference/getSceParams.html
+++ b/docs/reference/getSceParams.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Extract QC parameters from the SingleCellExperiment object — getSceParams • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Extract QC parameters from the SingleCellExperiment object — getSceParams"><meta property="og:description" content="Extract QC parameters from the SingleCellExperiment object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Extract QC parameters from the SingleCellExperiment object — getSceParams • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Extract QC parameters from the SingleCellExperiment object — getSceParams"><meta property="og:description" content="Extract QC parameters from the SingleCellExperiment object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -222,36 +222,36 @@ <h1>Extract QC parameters from the SingleCellExperiment object</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object.</p></dd>
 
 
-<dt>skip</dt>
+<dt id="arg-skip">skip<a class="anchor" aria-label="anchor" href="#arg-skip"></a></dt>
 <dd><p>Skip extracting the parameters of the provided QC functions.</p></dd>
 
 
-<dt>ignore</dt>
+<dt id="arg-ignore">ignore<a class="anchor" aria-label="anchor" href="#arg-ignore"></a></dt>
 <dd><p>Skip extracting the content within QC functions.</p></dd>
 
 
-<dt>directory</dt>
+<dt id="arg-directory">directory<a class="anchor" aria-label="anchor" href="#arg-directory"></a></dt>
 <dd><p>The output directory of the SCTK_runQC.R pipeline.</p></dd>
 
 
-<dt>samplename</dt>
+<dt id="arg-samplename">samplename<a class="anchor" aria-label="anchor" href="#arg-samplename"></a></dt>
 <dd><p>The sample name of the <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> objects.</p></dd>
 
 
-<dt>writeYAML</dt>
+<dt id="arg-writeyaml">writeYAML<a class="anchor" aria-label="anchor" href="#arg-writeyaml"></a></dt>
 <dd><p>Whether output yaml file to store parameters. Default if TRUE. If FALSE,
 return character object.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>If <code>writeYAML</code> TRUE, a yaml object will be generated. If FALSE, character object.</p>
+    <p>If <code>writeYAML</code> TRUE, a yaml object will be generated. If FALSE, character object.</p>
     </div>
 
   </div>
@@ -266,15 +266,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/getSeuratVariableFeatures.html b/docs/reference/getSeuratVariableFeatures.html
index 5d2793226..35df1d9c5 100644
--- a/docs/reference/getSeuratVariableFeatures.html
+++ b/docs/reference/getSeuratVariableFeatures.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get variable feature names after running runSeuratFindHVG function — getSeuratVariableFeatures • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get variable feature names after running runSeuratFindHVG function — getSeuratVariableFeatures"><meta property="og:description" content="Get variable feature names after running runSeuratFindHVG function"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get variable feature names after running runSeuratFindHVG function — getSeuratVariableFeatures • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get variable feature names after running runSeuratFindHVG function — getSeuratVariableFeatures"><meta property="og:description" content="Get variable feature names after running runSeuratFindHVG function"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -213,15 +213,15 @@ <h1>Get variable feature names after running runSeuratFindHVG function</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A list of variable feature names.</p>
+    <p>A list of variable feature names.</p>
     </div>
 
   </div>
@@ -236,15 +236,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/getSoupX.html b/docs/reference/getSoupX.html
index 7cd2f1120..eced3a895 100644
--- a/docs/reference/getSoupX.html
+++ b/docs/reference/getSoupX.html
@@ -1,12 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get or Set SoupX Result — getSoupX&lt;- • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get or Set SoupX Result — getSoupX&lt;-"><meta property="og:description" content="S4 method for getting and setting SoupX results that cannot be
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get or Set SoupX Result — getSoupX&lt;- • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get or Set SoupX Result — getSoupX&lt;-"><meta property="og:description" content="S4 method for getting and setting SoupX results that cannot be
 appended to either rowData(inSCE) or colData(inSCE).
 S4 method for getting and setting SoupX results that cannot be
 appended to either rowData(inSCE) or colData(inSCE)."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,20 +183,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -218,43 +218,41 @@ <h1>Get or Set SoupX Result</h1>
 <span></span>
 <span><span class="fu">getSoupX</span><span class="op">(</span><span class="va">inSCE</span>, sampleID <span class="op">=</span> <span class="cn">NULL</span>, background <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
 <span></span>
-<span><span class="co"># S4 method for SingleCellExperiment</span></span>
+<span><span class="co"># S4 method for class 'SingleCellExperiment'</span></span>
 <span><span class="fu">getSoupX</span><span class="op">(</span><span class="va">inSCE</span>, sampleID <span class="op">=</span> <span class="cn">NULL</span>, background <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
 <span></span>
-<span><span class="co"># S4 method for SingleCellExperiment</span></span>
+<span><span class="co"># S4 method for class 'SingleCellExperiment'</span></span>
 <span><span class="fu">getSoupX</span><span class="op">(</span><span class="va">inSCE</span>, <span class="va">sampleID</span>, background <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="va">value</span></span></code></pre></div>
     </div>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A SingleCellExperiment object. For getter method,
 <code><a href="runSoupX.html">runSoupX</a></code> must have been already applied.</p></dd>
 
 
-<dt>sampleID</dt>
+<dt id="arg-sampleid">sampleID<a class="anchor" aria-label="anchor" href="#arg-sampleid"></a></dt>
 <dd><p>Character vector. For getter method, the samples that should
 be included in the returned list. Leave this <code>NULL</code> for all samples.
 Default <code>NULL</code>. For setter method, only one sample allowed.</p></dd>
 
 
-<dt>background</dt>
+<dt id="arg-background">background<a class="anchor" aria-label="anchor" href="#arg-background"></a></dt>
 <dd><p>Logical. Whether <code>background</code> was applied when
 running <code><a href="runSoupX.html">runSoupX</a></code>. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>value</dt>
+<dt id="arg-value">value<a class="anchor" aria-label="anchor" href="#arg-value"></a></dt>
 <dd><p>Dedicated list object of SoupX results.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>For getter method, a list with SoupX results for specified samples.
+    <p>For getter method, a list with SoupX results for specified samples.
 For setter method, <code>inSCE</code> with SoupX results updated.</p>
-
-
 <p>For getter method, a list with SoupX results for specified samples.
 For setter method, <code>inSCE</code> with SoupX results updated.</p>
     </div>
@@ -265,11 +263,11 @@ <h2>See also</h2>
 
     <div id="ref-examples">
     <h2>Examples</h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="importExampleData.html">importExampleData</a></span><span class="op">(</span><span class="st">"pbmc3k"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSoupX.html">runSoupX</a></span><span class="op">(</span><span class="va">sce</span>, sample <span class="op">=</span> <span class="st">"sample"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">soupXResults</span> <span class="op">&lt;-</span> <span class="fu">getSoupX</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -284,15 +282,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/getTSCANResults.html b/docs/reference/getTSCANResults.html
index d00d34cd4..435dcf4af 100644
--- a/docs/reference/getTSCANResults.html
+++ b/docs/reference/getTSCANResults.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>getTSCANResults accessor function — getTSCANResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="getTSCANResults accessor function — getTSCANResults"><meta property="og:description" content='SCTK allows user to access all TSCAN related results with
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>getTSCANResults accessor function — getTSCANResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="getTSCANResults accessor function — getTSCANResults"><meta property="og:description" content='SCTK allows user to access all TSCAN related results with
 "getTSCANResults". See details.'><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -212,50 +212,50 @@ <h1>getTSCANResults accessor function</h1>
     <div id="ref-usage">
     <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">getTSCANResults</span><span class="op">(</span><span class="va">x</span>, analysisName <span class="op">=</span> <span class="cn">NULL</span>, pathName <span class="op">=</span> <span class="cn">NULL</span><span class="op">)</span></span>
 <span></span>
-<span><span class="co"># S4 method for SingleCellExperiment</span></span>
+<span><span class="co"># S4 method for class 'SingleCellExperiment'</span></span>
 <span><span class="fu">getTSCANResults</span><span class="op">(</span><span class="va">x</span>, analysisName <span class="op">=</span> <span class="cn">NULL</span>, pathName <span class="op">=</span> <span class="cn">NULL</span><span class="op">)</span></span>
 <span></span>
 <span><span class="fu">getTSCANResults</span><span class="op">(</span><span class="va">x</span>, <span class="va">analysisName</span>, pathName <span class="op">=</span> <span class="cn">NULL</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="va">value</span></span>
 <span></span>
-<span><span class="co"># S4 method for SingleCellExperiment</span></span>
+<span><span class="co"># S4 method for class 'SingleCellExperiment'</span></span>
 <span><span class="fu">getTSCANResults</span><span class="op">(</span><span class="va">x</span>, <span class="va">analysisName</span>, pathName <span class="op">=</span> <span class="cn">NULL</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="va">value</span></span>
 <span></span>
 <span><span class="fu">listTSCANResults</span><span class="op">(</span><span class="va">x</span><span class="op">)</span></span>
 <span></span>
-<span><span class="co"># S4 method for SingleCellExperiment</span></span>
+<span><span class="co"># S4 method for class 'SingleCellExperiment'</span></span>
 <span><span class="fu">listTSCANResults</span><span class="op">(</span><span class="va">x</span><span class="op">)</span></span>
 <span></span>
 <span><span class="fu">listTSCANTerminalNodes</span><span class="op">(</span><span class="va">x</span><span class="op">)</span></span>
 <span></span>
-<span><span class="co"># S4 method for SingleCellExperiment</span></span>
+<span><span class="co"># S4 method for class 'SingleCellExperiment'</span></span>
 <span><span class="fu">listTSCANTerminalNodes</span><span class="op">(</span><span class="va">x</span><span class="op">)</span></span></code></pre></div>
     </div>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>x</dt>
+
+
+<dl><dt id="arg-x">x<a class="anchor" aria-label="anchor" href="#arg-x"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>analysisName</dt>
+<dt id="arg-analysisname">analysisName<a class="anchor" aria-label="anchor" href="#arg-analysisname"></a></dt>
 <dd><p>Algorithm name implemented, should be one of
 <code>"Pseudotime"</code>, <code>"DEG"</code>, or <code>"ClusterDEAnalysis"</code>.</p></dd>
 
 
-<dt>pathName</dt>
+<dt id="arg-pathname">pathName<a class="anchor" aria-label="anchor" href="#arg-pathname"></a></dt>
 <dd><p>Sub folder name within the <code>analysisName</code>. See details.</p></dd>
 
 
-<dt>value</dt>
+<dt id="arg-value">value<a class="anchor" aria-label="anchor" href="#arg-value"></a></dt>
 <dd><p>Value to be stored within the <code>pathName</code> or
 <code>analysisName</code></p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Get or set TSCAN results</p>
+    <p>Get or set TSCAN results</p>
     </div>
     <div id="details">
     <h2>Details</h2>
@@ -276,15 +276,15 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"mouseBrainSubsetSCE"</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">mouseBrainSubsetSCE</span> <span class="op">&lt;-</span> <span class="fu"><a href="runTSCAN.html">runTSCAN</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                                useReducedDim <span class="op">=</span> <span class="st">"PCA_logcounts"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:30 2024 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:31 2024 ...   Identified 2 clusters</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:31 2024 ... Running TSCAN to estimate pseudotime</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:40 2025 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:41 2025 ...   Identified 2 clusters</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:41 2025 ... Running TSCAN to estimate pseudotime</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Found more than one class "dist" in cache; using the first, from namespace 'BiocGenerics'</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Also defined by ‘spam’</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Found more than one class "dist" in cache; using the first, from namespace 'BiocGenerics'</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Also defined by ‘spam’</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:32 2024 ...   Clusters involved in path index 2 are: 1, 2</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:32 2024 ...   Number of estimated paths is 1</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:41 2025 ...   Clusters involved in path index 2 are: 1, 2</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:41 2025 ...   Number of estimated paths is 1</span>
 <span class="r-in"><span><span class="va">results</span> <span class="op">&lt;-</span> <span class="fu">getTSCANResults</span><span class="op">(</span><span class="va">mouseBrainSubsetSCE</span>, <span class="st">"Pseudotime"</span><span class="op">)</span></span></span>
 </code></pre></div>
     </div>
@@ -300,15 +300,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/getTopHVG.html b/docs/reference/getTopHVG.html
index 2b03d30fc..da2ebbfbf 100644
--- a/docs/reference/getTopHVG.html
+++ b/docs/reference/getTopHVG.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get or set top HVG after calculation — getTopHVG • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get or set top HVG after calculation — getTopHVG"><meta property="og:description" content="Extracts or select the top variable genes from an input
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get or set top HVG after calculation — getTopHVG • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get or set top HVG after calculation — getTopHVG"><meta property="og:description" content="Extracts or select the top variable genes from an input
 SingleCellExperiment object. Note that the variability metrics
 must be computed using the runFeatureSelection method before
 extracting the feature names of the top variable features. getTopHVG
@@ -10,7 +10,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -24,7 +24,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -32,7 +32,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -41,7 +41,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -66,7 +66,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -187,20 +187,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -245,52 +245,54 @@ <h1>Get or set top HVG after calculation</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object</p></dd>
 
 
-<dt>method</dt>
+<dt id="arg-method">method<a class="anchor" aria-label="anchor" href="#arg-method"></a></dt>
 <dd><p>Specify which method to use for variable gene extraction
 from Seurat <code>"vst"</code>, <code>"mean.var.plot"</code>, <code>"dispersion"</code> or
-Scran <code>"modelGeneVar"</code> or Scanpy <code>"seurat"</code>, <code>"cell_ranger"</code>, 
+Scran <code>"modelGeneVar"</code> or Scanpy <code>"seurat"</code>, <code>"cell_ranger"</code>,
 <code>"seurat_v3"</code>. Default <code>"vst"</code></p></dd>
 
 
-<dt>hvgNumber</dt>
+<dt id="arg-hvgnumber">hvgNumber<a class="anchor" aria-label="anchor" href="#arg-hvgnumber"></a></dt>
 <dd><p>Specify the number of top variable genes to extract.</p></dd>
 
 
-<dt>useFeatureSubset</dt>
+<dt id="arg-usefeaturesubset">useFeatureSubset<a class="anchor" aria-label="anchor" href="#arg-usefeaturesubset"></a></dt>
 <dd><p>Get the feature names in the HVG list set by
 <code>setTopHVG</code>. <code>method</code> and <code>hvgNumber</code> will not be used if not
 this is not <code>NULL</code>. Default <code>"hvf"</code>.</p></dd>
 
 
-<dt>featureDisplay</dt>
+<dt id="arg-featuredisplay">featureDisplay<a class="anchor" aria-label="anchor" href="#arg-featuredisplay"></a></dt>
 <dd><p>A character string for the <code>rowData</code> variable name
 to indicate what type of feature ID should be displayed. If set by
 <code><a href="setSCTKDisplayRow.html">setSCTKDisplayRow</a></code>, will by default use it. If <code>NULL</code>, will
 use <code>rownames(inSCE)</code>.</p></dd>
 
 
-<dt>featureSubsetName</dt>
+<dt id="arg-featuresubsetname">featureSubsetName<a class="anchor" aria-label="anchor" href="#arg-featuresubsetname"></a></dt>
 <dd><p>A character string for the <code>rowData</code> variable
 name to store a logical index of selected features. Default <code>"hvg2000"</code>.</p></dd>
 
 
-<dt>genes</dt>
+<dt id="arg-genes">genes<a class="anchor" aria-label="anchor" href="#arg-genes"></a></dt>
 <dd><p>A customized character vector of gene list to be set as a
 <code>rowData</code> variable. Will ignore <code>method</code> and <code>hvgNumber</code> if
 set. Default <code>NULL</code>.</p></dd>
 
 
-<dt>genesBy</dt>
+<dt id="arg-genesby">genesBy<a class="anchor" aria-label="anchor" href="#arg-genesby"></a></dt>
 <dd><p>If setting customized <code>genes</code>, where should it be found
 in <code>rowData</code>? Leave <code>NULL</code> for matching <code>rownames</code>. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>altExp</dt>
+<dt id="arg-altexp">altExp<a class="anchor" aria-label="anchor" href="#arg-altexp"></a></dt>
 <dd><p><code>TRUE</code> for also creating a subset <code>inSCE</code> object with
 the selected HVGs and store this subset in the <code>altExps</code> slot, named by
 <code>hvgListName</code>. Default <code>FALSE</code>.</p></dd>
@@ -298,7 +300,9 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    <dl><dt>getTopHVG</dt>
+
+
+<dl><dt>getTopHVG</dt>
 <dd><p>A character vector of the top <code>hvgNumber</code> variable
 feature names</p></dd>
 
@@ -327,7 +331,7 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratFindHVG.html">runSeuratFindHVG</a></span><span class="op">(</span><span class="va">sce</span>,  method <span class="op">=</span> <span class="st">"vst"</span>, hvgNumber <span class="op">=</span> <span class="fl">2000</span>,</span></span>
 <span class="r-in"><span>       createFeatureSubset <span class="op">=</span> <span class="st">"hvf"</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Finding variable features for layer counts</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:33 2024 ... Feature subset variable 'hvf' created.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:42 2025 ... Feature subset variable 'hvf' created.</span>
 <span class="r-in"><span>       </span></span>
 <span class="r-in"><span><span class="co"># Get the list of genes for a feature subset:</span></span></span>
 <span class="r-in"><span><span class="va">hvgs</span> <span class="op">&lt;-</span> <span class="fu">getTopHVG</span><span class="op">(</span><span class="va">sce</span>, useFeatureSubset <span class="op">=</span> <span class="st">"hvf"</span><span class="op">)</span></span></span>
@@ -335,7 +339,7 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="co"># Create a new feature subset on the fly without rerunning the algorithm:</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">setTopHVG</span><span class="op">(</span><span class="va">sce</span>, method <span class="op">=</span> <span class="st">"vst"</span>, hvgNumber <span class="op">=</span> <span class="fl">100</span>,</span></span>
 <span class="r-in"><span>                featureSubsetName <span class="op">=</span> <span class="st">"hvf100"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:33 2024 ... Feature subset variable 'hvf100' created.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:27:42 2025 ... Feature subset variable 'hvf100' created.</span>
 <span class="r-in"><span><span class="va">hvgs</span> <span class="op">&lt;-</span> <span class="fu">getTopHVG</span><span class="op">(</span><span class="va">sce</span>, useFeatureSubset <span class="op">=</span> <span class="st">"hvf100"</span><span class="op">)</span></span></span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="co"># Get a list of variable features without creating a new feature subset:</span></span></span>
@@ -356,15 +360,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/importAlevin.html b/docs/reference/importAlevin.html
index c6a7424a5..ef9de765d 100644
--- a/docs/reference/importAlevin.html
+++ b/docs/reference/importAlevin.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Construct SCE object from Salmon-Alevin output — importAlevin • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Construct SCE object from Salmon-Alevin output — importAlevin"><meta property="og:description" content="Construct SCE object from Salmon-Alevin output"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Construct SCE object from Salmon-Alevin output — importAlevin • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Construct SCE object from Salmon-Alevin output — importAlevin"><meta property="og:description" content="Construct SCE object from Salmon-Alevin output"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -219,41 +219,41 @@ <h1>Construct SCE object from Salmon-Alevin output</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>alevinDir</dt>
+
+
+<dl><dt id="arg-alevindir">alevinDir<a class="anchor" aria-label="anchor" href="#arg-alevindir"></a></dt>
 <dd><p>Character. The output directory of salmon-Alevin pipeline.
 It should contain subfolder named 'alevin', which contains the count data
 which is stored
 in 'quants_mat.gz'. Default <code>NULL</code>.</p></dd>
 
 
-<dt>sampleName</dt>
+<dt id="arg-samplename">sampleName<a class="anchor" aria-label="anchor" href="#arg-samplename"></a></dt>
 <dd><p>Character. A user-defined sample name for the sample to be
 imported. The 'sampleName' will be appended to the begining of cell
 barcodes. Default is 'sample'.</p></dd>
 
 
-<dt>delayedArray</dt>
+<dt id="arg-delayedarray">delayedArray<a class="anchor" aria-label="anchor" href="#arg-delayedarray"></a></dt>
 <dd><p>Boolean. Whether to read the expression matrix as
 DelayedArray object or not. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>class</dt>
+<dt id="arg-class">class<a class="anchor" aria-label="anchor" href="#arg-class"></a></dt>
 <dd><p>Character. The class of the expression matrix stored in the SCE
 object. Can be one of "Matrix" (as returned by
 readMM function), or "matrix" (as returned by
 <a href="https://rdrr.io/r/base/matrix.html" class="external-link">matrix</a> function). Default "Matrix".</p></dd>
 
 
-<dt>rowNamesDedup</dt>
-<dd><p>Boolean. Whether to deduplicate rownames. Default 
+<dt id="arg-rownamesdedup">rowNamesDedup<a class="anchor" aria-label="anchor" href="#arg-rownamesdedup"></a></dt>
+<dd><p>Boolean. Whether to deduplicate rownames. Default
 <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>SingleCellExperiment</code> object containing the count
+    <p>A <code>SingleCellExperiment</code> object containing the count
  matrix, the feature annotations, and the cell annotation
  (which includes QC metrics stored in 'featureDump.txt').</p>
     </div>
@@ -270,15 +270,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/importAnnData.html b/docs/reference/importAnnData.html
index 6935daaf8..da9549ddc 100644
--- a/docs/reference/importAnnData.html
+++ b/docs/reference/importAnnData.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Create a SingleCellExperiment Object from Python AnnData .h5ad files — importAnnData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a SingleCellExperiment Object from Python AnnData .h5ad files — importAnnData"><meta property="og:description" content="This function reads in one or more Python AnnData files in the .h5ad format
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Create a SingleCellExperiment Object from Python AnnData .h5ad files — importAnnData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a SingleCellExperiment Object from Python AnnData .h5ad files — importAnnData"><meta property="og:description" content="This function reads in one or more Python AnnData files in the .h5ad format
 and returns a single SingleCellExperiment object containing all the
 AnnData samples by concatenating their counts matrices and related information slots."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -223,7 +223,9 @@ <h1>Create a SingleCellExperiment Object from Python AnnData .h5ad files</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>sampleDirs</dt>
+
+
+<dl><dt id="arg-sampledirs">sampleDirs<a class="anchor" aria-label="anchor" href="#arg-sampledirs"></a></dt>
 <dd><p>Folder containing the .h5ad file. Can be one of -</p><ul><li><p>Default <code>current working directory</code>.</p></li>
 <li><p>Full path to the directory containing the .h5ad file.
   E.g <code>sampleDirs = '/path/to/sample'</code></p></li>
@@ -234,7 +236,7 @@ <h2>Arguments</h2>
 </ul></dd>
 
 
-<dt>sampleNames</dt>
+<dt id="arg-samplenames">sampleNames<a class="anchor" aria-label="anchor" href="#arg-samplenames"></a></dt>
 <dd><p>The prefix/name of the .h5ad file without the .h5ad extension
 e.g. if 'sample.h5ad' is the filename, pass <code>sampleNames = 'sample'</code>.
 Can be one of -</p><ul><li><p>Default <code>sample</code>.</p></li>
@@ -245,28 +247,26 @@ <h2>Arguments</h2>
 </ul></dd>
 
 
-<dt>delayedArray</dt>
+<dt id="arg-delayedarray">delayedArray<a class="anchor" aria-label="anchor" href="#arg-delayedarray"></a></dt>
 <dd><p>Boolean. Whether to read the expression matrix as
 DelayedArray object. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>class</dt>
+<dt id="arg-class">class<a class="anchor" aria-label="anchor" href="#arg-class"></a></dt>
 <dd><p>Character. The class of the expression matrix stored in the SCE
 object. Can be one of "Matrix" (as returned by
 readMM function), or "matrix" (as returned by
 <a href="https://rdrr.io/r/base/matrix.html" class="external-link">matrix</a> function). Default <code>"Matrix"</code>.</p></dd>
 
 
-<dt>rowNamesDedup</dt>
-<dd><p>Boolean. Whether to deduplicate rownames. Default 
+<dt id="arg-rownamesdedup">rowNamesDedup<a class="anchor" aria-label="anchor" href="#arg-rownamesdedup"></a></dt>
+<dd><p>Boolean. Whether to deduplicate rownames. Default
 <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>SingleCellExperiment</code> object.</p>
+    <p>A <code>SingleCellExperiment</code> object.</p>
     </div>
     <div id="details">
     <h2>Details</h2>
@@ -287,10 +287,10 @@ <h2>Details</h2>
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">file.path</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/system.file.html" class="external-link">system.file</a></span><span class="op">(</span><span class="st">"extdata/annData_pbmc_3k"</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">importAnnData</span><span class="op">(</span>sampleDirs <span class="op">=</span> <span class="va">file.path</span>,</span></span>
 <span class="r-in"><span>                     sampleNames <span class="op">=</span> <span class="st">'pbmc3k_20by20'</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -305,15 +305,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/importBUStools.html b/docs/reference/importBUStools.html
index c89cfd3ae..bdaf5faf5 100644
--- a/docs/reference/importBUStools.html
+++ b/docs/reference/importBUStools.html
@@ -1,12 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Construct SCE object from BUStools output — importBUStools • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Construct SCE object from BUStools output — importBUStools"><meta property="og:description" content="Read the barcodes, features (genes), and matrix from BUStools
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Construct SCE object from BUStools output — importBUStools • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Construct SCE object from BUStools output — importBUStools"><meta property="og:description" content="Read the barcodes, features (genes), and matrix from BUStools
  output. Import them
  as one SingleCellExperiment object. Note the
  cells in the output files for BUStools 0.39.4 are not filtered."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,20 +183,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -229,34 +229,36 @@ <h1>Construct SCE object from BUStools output</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>BUStoolsDirs</dt>
+
+
+<dl><dt id="arg-bustoolsdirs">BUStoolsDirs<a class="anchor" aria-label="anchor" href="#arg-bustoolsdirs"></a></dt>
 <dd><p>A vector of paths to BUStools output files. Each sample
 should have its own path. For example: <code>./genecount</code>.
 Must have the same length as <code>samples</code>.</p></dd>
 
 
-<dt>samples</dt>
+<dt id="arg-samples">samples<a class="anchor" aria-label="anchor" href="#arg-samples"></a></dt>
 <dd><p>A vector of user-defined sample names for the samples to be
 imported. Must have the same length as <code>BUStoolsDirs</code>.</p></dd>
 
 
-<dt>matrixFileNames</dt>
+<dt id="arg-matrixfilenames">matrixFileNames<a class="anchor" aria-label="anchor" href="#arg-matrixfilenames"></a></dt>
 <dd><p>Filenames for the Market Exchange Format (MEX) sparse
 matrix files (.mtx files). Must have length 1 or the same
 length as <code>samples</code>.</p></dd>
 
 
-<dt>featuresFileNames</dt>
+<dt id="arg-featuresfilenames">featuresFileNames<a class="anchor" aria-label="anchor" href="#arg-featuresfilenames"></a></dt>
 <dd><p>Filenames for the feature annotation files.
 Must have length 1 or the same length as <code>samples</code>.</p></dd>
 
 
-<dt>barcodesFileNames</dt>
+<dt id="arg-barcodesfilenames">barcodesFileNames<a class="anchor" aria-label="anchor" href="#arg-barcodesfilenames"></a></dt>
 <dd><p>Filenames for the cell barcode list file.
 Must have length 1 or the same length as <code>samples</code>.</p></dd>
 
 
-<dt>gzipped</dt>
+<dt id="arg-gzipped">gzipped<a class="anchor" aria-label="anchor" href="#arg-gzipped"></a></dt>
 <dd><p>Boolean. <code>TRUE</code> if the BUStools output files
 (barcodes.txt, genes.txt, and genes.mtx) were
 gzip compressed. <code>FALSE</code> otherwise. This is <code>FALSE</code> in BUStools
@@ -265,28 +267,26 @@ <h2>Arguments</h2>
 <code>samples</code>.</p></dd>
 
 
-<dt>class</dt>
+<dt id="arg-class">class<a class="anchor" aria-label="anchor" href="#arg-class"></a></dt>
 <dd><p>Character. The class of the expression matrix stored in the SCE
 object. Can be one of "Matrix" (as returned by
 readMM function), or "matrix" (as returned by
 <a href="https://rdrr.io/r/base/matrix.html" class="external-link">matrix</a> function). Default "Matrix".</p></dd>
 
 
-<dt>delayedArray</dt>
+<dt id="arg-delayedarray">delayedArray<a class="anchor" aria-label="anchor" href="#arg-delayedarray"></a></dt>
 <dd><p>Boolean. Whether to read the expression matrix as
 <a href="https://rdrr.io/pkg/DelayedArray/man/DelayedArray-class.html" class="external-link">DelayedArray-class</a> object or not. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>rowNamesDedup</dt>
-<dd><p>Boolean. Whether to deduplicate rownames. Default 
+<dt id="arg-rownamesdedup">rowNamesDedup<a class="anchor" aria-label="anchor" href="#arg-rownamesdedup"></a></dt>
+<dd><p>Boolean. Whether to deduplicate rownames. Default
 <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>SingleCellExperiment</code> object containing the count
+    <p>A <code>SingleCellExperiment</code> object containing the count
  matrix, the gene annotation, and the cell annotation.</p>
     </div>
 
@@ -331,15 +331,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/importCellRanger.html b/docs/reference/importCellRanger.html
index d834e9456..f4b8ca1a7 100644
--- a/docs/reference/importCellRanger.html
+++ b/docs/reference/importCellRanger.html
@@ -1,12 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Construct SCE object from Cell Ranger output — importCellRanger • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Construct SCE object from Cell Ranger output — importCellRanger"><meta property="og:description" content="Read the filtered barcodes, features, and matrices for all
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Construct SCE object from Cell Ranger output — importCellRanger • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Construct SCE object from Cell Ranger output — importCellRanger"><meta property="og:description" content="Read the filtered barcodes, features, and matrices for all
  samples from (preferably a single run of) Cell Ranger output. Import and
  combine them
  as one big SingleCellExperiment object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,20 +183,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -254,14 +254,16 @@ <h1>Construct SCE object from Cell Ranger output</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>cellRangerDirs</dt>
+
+
+<dl><dt id="arg-cellrangerdirs">cellRangerDirs<a class="anchor" aria-label="anchor" href="#arg-cellrangerdirs"></a></dt>
 <dd><p>The root directories where Cell Ranger was run. These
 folders should contain sample specific folders. Default <code>NULL</code>,
 meaning the paths for each sample will be specified in <em>samples</em>
 argument.</p></dd>
 
 
-<dt>sampleDirs</dt>
+<dt id="arg-sampledirs">sampleDirs<a class="anchor" aria-label="anchor" href="#arg-sampledirs"></a></dt>
 <dd><p>Default <code>NULL</code>. Can be one of</p><ul><li><p><code>NULL</code>. All samples within <code>cellRangerDirs</code> will be
    imported. The order of samples will be first determined by the order of
    <code>cellRangerDirs</code> and then by <a href="https://rdrr.io/r/base/list.files.html" class="external-link">list.dirs</a>. This is only
@@ -277,7 +279,7 @@ <h2>Arguments</h2>
  <code>sampleDirs</code>.</p></dd>
 
 
-<dt>sampleNames</dt>
+<dt id="arg-samplenames">sampleNames<a class="anchor" aria-label="anchor" href="#arg-samplenames"></a></dt>
 <dd><p>A vector of user-defined sample names for the samples
 to be
 imported. Must have the same length as <code>length(unlist(sampleDirs))</code> if
@@ -287,7 +289,7 @@ <h2>Arguments</h2>
 <code>NULL</code>, in which case the folder names will be used as sample names.</p></dd>
 
 
-<dt>cellRangerOuts</dt>
+<dt id="arg-cellrangerouts">cellRangerOuts<a class="anchor" aria-label="anchor" href="#arg-cellrangerouts"></a></dt>
 <dd><p>Character vector. The intermediate
 paths to filtered or raw cell barcode, feature, and matrix files
 for each sample. <strong>Supercedes <code>dayaType</code></strong>. If <code>NULL</code>,
@@ -306,7 +308,7 @@ <h2>Arguments</h2>
 "outs/filtered_gene_bc_matrix/", "outs/raw_gene_bc_matrix/".</p></dd>
 
 
-<dt>dataType</dt>
+<dt id="arg-datatype">dataType<a class="anchor" aria-label="anchor" href="#arg-datatype"></a></dt>
 <dd><p>Character. The type of data to import. Can be one of
 "filtered" (which is equivalent to
 <code>cellRangerOuts = "outs/filtered_feature_bc_matrix/"</code> or
@@ -317,7 +319,7 @@ <h2>Arguments</h2>
 "filtered" which imports the counts for filtered cell barcodes only.</p></dd>
 
 
-<dt>matrixFileNames</dt>
+<dt id="arg-matrixfilenames">matrixFileNames<a class="anchor" aria-label="anchor" href="#arg-matrixfilenames"></a></dt>
 <dd><p>Character vector. Filenames for the Market Exchange
 Format (MEX) sparse matrix files (matrix.mtx or matrix.mtx.gz files).
 Must have length 1 or the same
@@ -327,7 +329,7 @@ <h2>Arguments</h2>
 <code>unlist(lapply(cellRangerDirs, list.dirs, recursive = FALSE))</code>.</p></dd>
 
 
-<dt>featuresFileNames</dt>
+<dt id="arg-featuresfilenames">featuresFileNames<a class="anchor" aria-label="anchor" href="#arg-featuresfilenames"></a></dt>
 <dd><p>Character vector. Filenames for the feature
 annotation files. They are usually named <em>features.tsv.gz</em> or
 <em>genes.tsv</em>. Must have length 1 or the same
@@ -337,7 +339,7 @@ <h2>Arguments</h2>
 <code>unlist(lapply(cellRangerDirs, list.dirs, recursive = FALSE))</code>.</p></dd>
 
 
-<dt>barcodesFileNames</dt>
+<dt id="arg-barcodesfilenames">barcodesFileNames<a class="anchor" aria-label="anchor" href="#arg-barcodesfilenames"></a></dt>
 <dd><p>Character vector. Filename for the cell barcode
 list files. They are usually named <em>barcodes.tsv.gz</em> or
 <em>barcodes.tsv</em>. Must have length 1 or the same
@@ -347,7 +349,7 @@ <h2>Arguments</h2>
 <code>unlist(lapply(cellRangerDirs, list.dirs, recursive = FALSE))</code>.</p></dd>
 
 
-<dt>gzipped</dt>
+<dt id="arg-gzipped">gzipped<a class="anchor" aria-label="anchor" href="#arg-gzipped"></a></dt>
 <dd><p><code>TRUE</code> if the Cell Ranger output files
 (barcodes.tsv, features.tsv, and matrix.mtx) were
 gzip compressed. <code>FALSE</code> otherwise. This is true after Cell Ranger
@@ -360,24 +362,24 @@ <h2>Arguments</h2>
 <code>unlist(lapply(cellRangerDirs, list.dirs, recursive = FALSE))</code>.</p></dd>
 
 
-<dt>class</dt>
+<dt id="arg-class">class<a class="anchor" aria-label="anchor" href="#arg-class"></a></dt>
 <dd><p>Character. The class of the expression matrix stored in the SCE
 object. Can be one of "Matrix" (as returned by
 readMM function), or "matrix" (as returned by
 <a href="https://rdrr.io/r/base/matrix.html" class="external-link">matrix</a> function). Default <code>"Matrix"</code>.</p></dd>
 
 
-<dt>delayedArray</dt>
+<dt id="arg-delayedarray">delayedArray<a class="anchor" aria-label="anchor" href="#arg-delayedarray"></a></dt>
 <dd><p>Boolean. Whether to read the expression matrix as
 DelayedArray object or not. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>rowNamesDedup</dt>
-<dd><p>Boolean. Whether to deduplicate rownames. Default 
+<dt id="arg-rownamesdedup">rowNamesDedup<a class="anchor" aria-label="anchor" href="#arg-rownamesdedup"></a></dt>
+<dd><p>Boolean. Whether to deduplicate rownames. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>dataTypeV2</dt>
+<dt id="arg-datatypev-">dataTypeV2<a class="anchor" aria-label="anchor" href="#arg-datatypev-"></a></dt>
 <dd><p>Character. The type of output to import for
 Cellranger version below 3.0.0. Whether to import the filtered or the
 raw data. Can be one of 'filtered' or 'raw'. Default 'filtered'. When
@@ -385,7 +387,7 @@ <h2>Arguments</h2>
 be ignored.</p></dd>
 
 
-<dt>reference</dt>
+<dt id="arg-reference">reference<a class="anchor" aria-label="anchor" href="#arg-reference"></a></dt>
 <dd><p>Character vector. The reference genome names.
 Default <code>NULL</code>. If not <code>NULL</code>, it must gave the length and order as
 <code>length(unlist(sampleDirs))</code> if <code>sampleDirs</code> is not <code>NULL</code>.
@@ -394,7 +396,7 @@ <h2>Arguments</h2>
 for Cellranger version below 3.0.0.</p></dd>
 
 
-<dt>cellRangerOutsV2</dt>
+<dt id="arg-cellrangeroutsv-">cellRangerOutsV2<a class="anchor" aria-label="anchor" href="#arg-cellrangeroutsv-"></a></dt>
 <dd><p>Character vector. The intermediate paths
 to filtered or raw cell barcode, feature, and matrix files for each
 sample for Cellranger version below 3.0.0. If <code>NULL</code>, <code>reference</code> and
@@ -405,9 +407,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>SingleCellExperiment</code> object containing the combined count
+    <p>A <code>SingleCellExperiment</code> object containing the combined count
  matrix, the feature annotations, and the cell annotation.</p>
     </div>
     <div id="details">
@@ -472,15 +472,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/importCellRangerV2Sample.html b/docs/reference/importCellRangerV2Sample.html
index 914aacf2b..01cfa4c9e 100644
--- a/docs/reference/importCellRangerV2Sample.html
+++ b/docs/reference/importCellRangerV2Sample.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Construct SCE object from Cell Ranger V2 output for a single sample — importCellRangerV2Sample • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Construct SCE object from Cell Ranger V2 output for a single sample — importCellRangerV2Sample"><meta property="og:description" content='Read the filtered barcodes, features, and matrices for all
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Construct SCE object from Cell Ranger V2 output for a single sample — importCellRangerV2Sample • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Construct SCE object from Cell Ranger V2 output for a single sample — importCellRangerV2Sample"><meta property="og:description" content='Read the filtered barcodes, features, and matrices for all
  samples from Cell Ranger V2 output. Files are assumed to be named
  "matrix.mtx", "genes.tsv", and "barcodes.tsv".'><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -223,37 +223,37 @@ <h1>Construct SCE object from Cell Ranger V2 output for a single sample</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>dataDir</dt>
+
+
+<dl><dt id="arg-datadir">dataDir<a class="anchor" aria-label="anchor" href="#arg-datadir"></a></dt>
 <dd><p>A path to the directory containing the data files. Default "./".</p></dd>
 
 
-<dt>sampleName</dt>
+<dt id="arg-samplename">sampleName<a class="anchor" aria-label="anchor" href="#arg-samplename"></a></dt>
 <dd><p>A User-defined sample name. This will be prepended to all cell barcode IDs.
 Default "sample".</p></dd>
 
 
-<dt>class</dt>
+<dt id="arg-class">class<a class="anchor" aria-label="anchor" href="#arg-class"></a></dt>
 <dd><p>Character. The class of the expression matrix stored in the SCE
 object. Can be one of "Matrix" (as returned by
 readMM function), or "matrix" (as returned by
 <a href="https://rdrr.io/r/base/matrix.html" class="external-link">matrix</a> function). Default "Matrix".</p></dd>
 
 
-<dt>delayedArray</dt>
+<dt id="arg-delayedarray">delayedArray<a class="anchor" aria-label="anchor" href="#arg-delayedarray"></a></dt>
 <dd><p>Boolean. Whether to read the expression matrix as
 DelayedArray object or not. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>rowNamesDedup</dt>
-<dd><p>Boolean. Whether to deduplicate rownames. Default 
+<dt id="arg-rownamesdedup">rowNamesDedup<a class="anchor" aria-label="anchor" href="#arg-rownamesdedup"></a></dt>
+<dd><p>Boolean. Whether to deduplicate rownames. Default
 <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>SingleCellExperiment</code> object containing the count
+    <p>A <code>SingleCellExperiment</code> object containing the count
  matrix, the feature annotations, and the cell annotation for the sample.</p>
     </div>
 
@@ -278,15 +278,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/importCellRangerV3Sample.html b/docs/reference/importCellRangerV3Sample.html
index ebd98df26..8eb5ca59f 100644
--- a/docs/reference/importCellRangerV3Sample.html
+++ b/docs/reference/importCellRangerV3Sample.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Construct SCE object from Cell Ranger V3 output for a single sample — importCellRangerV3Sample • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Construct SCE object from Cell Ranger V3 output for a single sample — importCellRangerV3Sample"><meta property="og:description" content='Read the filtered barcodes, features, and matrices for all
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Construct SCE object from Cell Ranger V3 output for a single sample — importCellRangerV3Sample • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Construct SCE object from Cell Ranger V3 output for a single sample — importCellRangerV3Sample"><meta property="og:description" content='Read the filtered barcodes, features, and matrices for all
  samples from Cell Ranger V3 output. Files are assumed to be named
  "matrix.mtx.gz", "features.tsv.gz", and "barcodes.tsv.gz".'><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -223,37 +223,37 @@ <h1>Construct SCE object from Cell Ranger V3 output for a single sample</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>dataDir</dt>
+
+
+<dl><dt id="arg-datadir">dataDir<a class="anchor" aria-label="anchor" href="#arg-datadir"></a></dt>
 <dd><p>A path to the directory containing the data files. Default "./".</p></dd>
 
 
-<dt>sampleName</dt>
+<dt id="arg-samplename">sampleName<a class="anchor" aria-label="anchor" href="#arg-samplename"></a></dt>
 <dd><p>A User-defined sample name. This will be prepended to all cell barcode IDs.
 Default "sample".</p></dd>
 
 
-<dt>class</dt>
+<dt id="arg-class">class<a class="anchor" aria-label="anchor" href="#arg-class"></a></dt>
 <dd><p>Character. The class of the expression matrix stored in the SCE
 object. Can be one of "Matrix" (as returned by
 readMM function), or "matrix" (as returned by
 <a href="https://rdrr.io/r/base/matrix.html" class="external-link">matrix</a> function). Default "Matrix".</p></dd>
 
 
-<dt>delayedArray</dt>
+<dt id="arg-delayedarray">delayedArray<a class="anchor" aria-label="anchor" href="#arg-delayedarray"></a></dt>
 <dd><p>Boolean. Whether to read the expression matrix as
 DelayedArray object or not. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>rowNamesDedup</dt>
-<dd><p>Boolean. Whether to deduplicate rownames. Default 
+<dt id="arg-rownamesdedup">rowNamesDedup<a class="anchor" aria-label="anchor" href="#arg-rownamesdedup"></a></dt>
+<dd><p>Boolean. Whether to deduplicate rownames. Default
 <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>SingleCellExperiment</code> object containing the count
+    <p>A <code>SingleCellExperiment</code> object containing the count
  matrix, the feature annotations, and the cell annotation for the sample.</p>
     </div>
 
@@ -278,15 +278,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/importDropEst.html b/docs/reference/importDropEst.html
index 234f70bb6..1dfba4d85 100644
--- a/docs/reference/importDropEst.html
+++ b/docs/reference/importDropEst.html
@@ -1,12 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Create a SingleCellExperiment Object from DropEst output — importDropEst • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a SingleCellExperiment Object from DropEst output — importDropEst"><meta property="og:description" content="imports the RDS file created by DropEst (https://github.com/hms-dbmi/dropEst) and
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Create a SingleCellExperiment Object from DropEst output — importDropEst • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a SingleCellExperiment Object from DropEst output — importDropEst"><meta property="og:description" content="imports the RDS file created by DropEst (https://github.com/hms-dbmi/dropEst) and
 create a SingleCellExperiment object from either the raw or filtered counts matrix.
 Additionally parse through the RDS to obtain appropriate feature annotations as
 SCE coldata, in addition to any metadata."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,20 +183,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -227,45 +227,45 @@ <h1>Create a SingleCellExperiment Object from DropEst output</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>sampleDirs</dt>
+
+
+<dl><dt id="arg-sampledirs">sampleDirs<a class="anchor" aria-label="anchor" href="#arg-sampledirs"></a></dt>
 <dd><p>A path to the directory containing the data files. Default "./".</p></dd>
 
 
-<dt>dataType</dt>
+<dt id="arg-datatype">dataType<a class="anchor" aria-label="anchor" href="#arg-datatype"></a></dt>
 <dd><p>can be "filtered" or "raw". Default <code>"filtered"</code>.</p></dd>
 
 
-<dt>rdsFileName</dt>
+<dt id="arg-rdsfilename">rdsFileName<a class="anchor" aria-label="anchor" href="#arg-rdsfilename"></a></dt>
 <dd><p>File name prefix of the DropEst RDS output. default is "cell.counts"</p></dd>
 
 
-<dt>sampleNames</dt>
+<dt id="arg-samplenames">sampleNames<a class="anchor" aria-label="anchor" href="#arg-samplenames"></a></dt>
 <dd><p>A User-defined sample name. This will be prepended to all cell barcode IDs.
 Default "sample".</p></dd>
 
 
-<dt>delayedArray</dt>
+<dt id="arg-delayedarray">delayedArray<a class="anchor" aria-label="anchor" href="#arg-delayedarray"></a></dt>
 <dd><p>Boolean. Whether to read the expression matrix as
 DelayedArray object or not. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>class</dt>
+<dt id="arg-class">class<a class="anchor" aria-label="anchor" href="#arg-class"></a></dt>
 <dd><p>Character. The class of the expression matrix stored in the SCE
 object. Can be one of "Matrix" (as returned by
 readMM function), or "matrix" (as returned by
 <a href="https://rdrr.io/r/base/matrix.html" class="external-link">matrix</a> function). Default <code>"Matrix"</code>.</p></dd>
 
 
-<dt>rowNamesDedup</dt>
-<dd><p>Boolean. Whether to deduplicate rownames. Default 
+<dt id="arg-rownamesdedup">rowNamesDedup<a class="anchor" aria-label="anchor" href="#arg-rownamesdedup"></a></dt>
+<dd><p>Boolean. Whether to deduplicate rownames. Default
 <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>SingleCellExperiment</code> object containing the count matrix,
+    <p>A <code>SingleCellExperiment</code> object containing the count matrix,
  the feature annotations from DropEst as ColData, and any metadata from DropEst</p>
     </div>
     <div id="details">
@@ -300,15 +300,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/importExampleData.html b/docs/reference/importExampleData.html
index dd577daf9..253453e27 100644
--- a/docs/reference/importExampleData.html
+++ b/docs/reference/importExampleData.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Retrieve example datasets — importExampleData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Retrieve example datasets — importExampleData"><meta property="og:description" content="Retrieves published example datasets stored in
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Retrieve example datasets — importExampleData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Retrieve example datasets — importExampleData"><meta property="og:description" content="Retrieves published example datasets stored in
 SingleCellExperiment using the
 scRNAseq and
 TENxPBMCData packages. See 'Details' for a
@@ -7,7 +7,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -21,7 +21,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -29,7 +29,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -38,7 +38,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -63,7 +63,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -184,20 +184,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -226,11 +226,13 @@ <h1>Retrieve example datasets</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>dataset</dt>
+
+
+<dl><dt id="arg-dataset">dataset<a class="anchor" aria-label="anchor" href="#arg-dataset"></a></dt>
 <dd><p>Character. Name of the dataset to retrieve.</p></dd>
 
 
-<dt>class</dt>
+<dt id="arg-class">class<a class="anchor" aria-label="anchor" href="#arg-class"></a></dt>
 <dd><p>Character. The class of the expression matrix stored in the SCE
 object. Can be one of <code>"Matrix"</code> or <code>"matrix"</code>. <code>"Matrix"</code>
 will store the data as a sparse matrix from package Matrix while
@@ -238,21 +240,19 @@ <h2>Arguments</h2>
 <code>"Matrix"</code>.</p></dd>
 
 
-<dt>delayedArray</dt>
+<dt id="arg-delayedarray">delayedArray<a class="anchor" aria-label="anchor" href="#arg-delayedarray"></a></dt>
 <dd><p>Boolean. Whether to read the expression matrix as
 DelayedArray object or not. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>rowNamesDedup</dt>
-<dd><p>Boolean. Whether to deduplicate rownames. Default 
+<dt id="arg-rownamesdedup">rowNamesDedup<a class="anchor" aria-label="anchor" href="#arg-rownamesdedup"></a></dt>
+<dd><p>Boolean. Whether to deduplicate rownames. Default
 <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The specified <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object.</p>
+    <p>The specified <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object.</p>
     </div>
     <div id="details">
     <h2>Details</h2>
@@ -270,7 +270,7 @@ <h2>Details</h2>
 
 <dt>"NestorowaHSCData"</dt>
 <dd><p>Retrieved with
-<code>NestorowaHSCData</code>. Returns a dataset of 1920 mouse  
+<code>NestorowaHSCData</code>. Returns a dataset of 1920 mouse
  haematopoietic stem cells from Nestorowa et al. 2015</p></dd>
 
 <dt>"pbmc3k"</dt>
@@ -323,15 +323,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/importFromFiles.html b/docs/reference/importFromFiles.html
index d656d5b43..08e15fd42 100644
--- a/docs/reference/importFromFiles.html
+++ b/docs/reference/importFromFiles.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Create a SingleCellExperiment object from files — importFromFiles • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a SingleCellExperiment object from files — importFromFiles"><meta property="og:description" content="Create a SingleCellExperiment object from files"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Create a SingleCellExperiment object from files — importFromFiles • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a SingleCellExperiment object from files — importFromFiles"><meta property="og:description" content="Create a SingleCellExperiment object from files"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -229,100 +229,100 @@ <h1>Create a SingleCellExperiment object from files</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>assayFile</dt>
-<dd><p>The path to a file in .mtx, .txt, .csv, .tab, or .tsv 
+
+
+<dl><dt id="arg-assayfile">assayFile<a class="anchor" aria-label="anchor" href="#arg-assayfile"></a></dt>
+<dd><p>The path to a file in .mtx, .txt, .csv, .tab, or .tsv
 format.</p></dd>
 
 
-<dt>annotFile</dt>
+<dt id="arg-annotfile">annotFile<a class="anchor" aria-label="anchor" href="#arg-annotfile"></a></dt>
 <dd><p>The path to a text file that contains columns of annotation
-information for each cell in the <code>assayFile</code>. This file should have the 
+information for each cell in the <code>assayFile</code>. This file should have the
 same number of rows as there are columns in the <code>assayFile</code>. If multiple
-samples are represented in the dataset, this should be denoted by a column 
+samples are represented in the dataset, this should be denoted by a column
 called <code>'sample'</code> within the <code>annotFile</code>.</p></dd>
 
 
-<dt>featureFile</dt>
+<dt id="arg-featurefile">featureFile<a class="anchor" aria-label="anchor" href="#arg-featurefile"></a></dt>
 <dd><p>The path to a text file that contains columns of
 annotation information for each gene in the count matrix. This file should
 have the same genes in the same order as <code>assayFile</code>. This is optional.</p></dd>
 
 
-<dt>assayName</dt>
+<dt id="arg-assayname">assayName<a class="anchor" aria-label="anchor" href="#arg-assayname"></a></dt>
 <dd><p>The name of the assay that you are uploading. The default
 is <code>"counts"</code>.</p></dd>
 
 
-<dt>inputDataFrames</dt>
+<dt id="arg-inputdataframes">inputDataFrames<a class="anchor" aria-label="anchor" href="#arg-inputdataframes"></a></dt>
 <dd><p>If <code>TRUE</code>, <code>assayFile</code>, <code>annotFile</code> and
-<code>featureFile</code> should be <code>data.frames</code> object (or its inheritance) 
+<code>featureFile</code> should be <code>data.frames</code> object (or its inheritance)
 instead of file paths. The default is <code>FALSE</code>.</p></dd>
 
 
-<dt>class</dt>
+<dt id="arg-class">class<a class="anchor" aria-label="anchor" href="#arg-class"></a></dt>
 <dd><p>Character. The class of the expression matrix stored in the SCE
 object. Can be one of <code>"Matrix"</code> (as returned by
 readMM function), or <code>"matrix"</code> (as returned by
 <a href="https://rdrr.io/r/base/matrix.html" class="external-link">matrix</a> function). Default <code>"Matrix"</code>.</p></dd>
 
 
-<dt>delayedArray</dt>
+<dt id="arg-delayedarray">delayedArray<a class="anchor" aria-label="anchor" href="#arg-delayedarray"></a></dt>
 <dd><p>Boolean. Whether to read the expression matrix as
 DelayedArray object or not. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>annotFileHeader</dt>
-<dd><p>Whether there's a header (colnames) in the cell 
+<dt id="arg-annotfileheader">annotFileHeader<a class="anchor" aria-label="anchor" href="#arg-annotfileheader"></a></dt>
+<dd><p>Whether there's a header (colnames) in the cell
 annotation file. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>annotFileRowName</dt>
-<dd><p>Which column is used as the rownames for the cell 
-annotation file. This should match to the colnames of the <code>assayFile</code>. 
+<dt id="arg-annotfilerowname">annotFileRowName<a class="anchor" aria-label="anchor" href="#arg-annotfilerowname"></a></dt>
+<dd><p>Which column is used as the rownames for the cell
+annotation file. This should match to the colnames of the <code>assayFile</code>.
 Default is <code>1</code> (first column).</p></dd>
 
 
-<dt>annotFileSep</dt>
-<dd><p>Separater used for the cell annotation file. Default is 
+<dt id="arg-annotfilesep">annotFileSep<a class="anchor" aria-label="anchor" href="#arg-annotfilesep"></a></dt>
+<dd><p>Separater used for the cell annotation file. Default is
 <code>"\t"</code>.</p></dd>
 
 
-<dt>featureHeader</dt>
-<dd><p>Whether there's a header (colnames) in the feature 
+<dt id="arg-featureheader">featureHeader<a class="anchor" aria-label="anchor" href="#arg-featureheader"></a></dt>
+<dd><p>Whether there's a header (colnames) in the feature
 annotation file. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>featureRowName</dt>
-<dd><p>Which column is used as the rownames for the feature 
-annotation file. This should match to the rownames of the <code>assayFile</code>. 
+<dt id="arg-featurerowname">featureRowName<a class="anchor" aria-label="anchor" href="#arg-featurerowname"></a></dt>
+<dd><p>Which column is used as the rownames for the feature
+annotation file. This should match to the rownames of the <code>assayFile</code>.
 Default is <code>1</code>. (first column).</p></dd>
 
 
-<dt>featureSep</dt>
-<dd><p>Separater used for the feature annotation file. Default is 
+<dt id="arg-featuresep">featureSep<a class="anchor" aria-label="anchor" href="#arg-featuresep"></a></dt>
+<dd><p>Separater used for the feature annotation file. Default is
 <code>"\t"</code>.</p></dd>
 
 
-<dt>gzipped</dt>
-<dd><p>Whether the input file is gzipped. Default is <code>"auto"</code> 
-and it will automatically detect whether the file is gzipped. Other options 
+<dt id="arg-gzipped">gzipped<a class="anchor" aria-label="anchor" href="#arg-gzipped"></a></dt>
+<dd><p>Whether the input file is gzipped. Default is <code>"auto"</code>
+and it will automatically detect whether the file is gzipped. Other options
 are <code>TRUE</code> or <code>FALSE</code>.</p></dd>
 
 
-<dt>rowNamesDedup</dt>
-<dd><p>Boolean. Whether to deduplicate rownames. Default 
+<dt id="arg-rownamesdedup">rowNamesDedup<a class="anchor" aria-label="anchor" href="#arg-rownamesdedup"></a></dt>
+<dd><p>Boolean. Whether to deduplicate rownames. Default
 <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>a SingleCellExperiment object</p>
+    <p>a SingleCellExperiment object</p>
     </div>
     <div id="details">
     <h2>Details</h2>
-    <p>Creates a SingleCellExperiment object from a counts 
+    <p>Creates a SingleCellExperiment object from a counts
 file in various formats, and files of cell and feature annotation.</p>
     </div>
 
@@ -338,15 +338,15 @@ <h2>Details</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/importGeneSetsFromCollection.html b/docs/reference/importGeneSetsFromCollection.html
index df1df26fa..d2cc6c6ab 100644
--- a/docs/reference/importGeneSetsFromCollection.html
+++ b/docs/reference/importGeneSetsFromCollection.html
@@ -1,12 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Imports gene sets from a GeneSetCollection object — importGeneSetsFromCollection • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Imports gene sets from a GeneSetCollection object — importGeneSetsFromCollection"><meta property="og:description" content="Converts a list of gene sets stored in a
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Imports gene sets from a GeneSetCollection object — importGeneSetsFromCollection • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Imports gene sets from a GeneSetCollection object — importGeneSetsFromCollection"><meta property="og:description" content="Converts a list of gene sets stored in a
 GeneSetCollection object and stores it in the metadata of the
 SingleCellExperiment object. These gene sets can be used in
 downstream quality control and analysis functions in singleCellTK."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,20 +183,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -225,23 +225,25 @@ <h1>Imports gene sets from a GeneSetCollection object</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>geneSetCollection</dt>
+<dt id="arg-genesetcollection">geneSetCollection<a class="anchor" aria-label="anchor" href="#arg-genesetcollection"></a></dt>
 <dd><p>A GeneSetCollection object. See
 GeneSetCollection for more details.</p></dd>
 
 
-<dt>collectionName</dt>
+<dt id="arg-collectionname">collectionName<a class="anchor" aria-label="anchor" href="#arg-collectionname"></a></dt>
 <dd><p>Character. Name of collection to add gene sets to.
 If this collection already exists in <code>inSCE</code>, then these gene sets will
 be added to that collection. Any gene sets within the collection with the
 same name will be overwritten. Default <code>GeneSetCollection</code>.</p></dd>
 
 
-<dt>by</dt>
+<dt id="arg-by">by<a class="anchor" aria-label="anchor" href="#arg-by"></a></dt>
 <dd><p>Character, character vector, or NULL. Describes the
 location within <code>inSCE</code> where the gene identifiers in
 <code>geneSetCollection</code> should be mapped. If set to <code>"rownames"</code> then the
@@ -258,16 +260,14 @@ <h2>Arguments</h2>
 Default <code>"rownames"</code>.</p></dd>
 
 
-<dt>noMatchError</dt>
+<dt id="arg-nomatcherror">noMatchError<a class="anchor" aria-label="anchor" href="#arg-nomatcherror"></a></dt>
 <dd><p>Boolean. Show an error if a collection does not have
 any matching features. Default <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object
+    <p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object
 with gene set from <code>collectionName</code> output stored to the
 metadata slot.</p>
     </div>
@@ -317,15 +317,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/importGeneSetsFromGMT.html b/docs/reference/importGeneSetsFromGMT.html
index f201345d2..03e234f8a 100644
--- a/docs/reference/importGeneSetsFromGMT.html
+++ b/docs/reference/importGeneSetsFromGMT.html
@@ -1,12 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Imports gene sets from a GMT file — importGeneSetsFromGMT • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Imports gene sets from a GMT file — importGeneSetsFromGMT"><meta property="og:description" content="Converts a list of gene sets stored in a GMT file into a
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Imports gene sets from a GMT file — importGeneSetsFromGMT • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Imports gene sets from a GMT file — importGeneSetsFromGMT"><meta property="og:description" content="Converts a list of gene sets stored in a GMT file into a
 GeneSetCollection and stores it in the metadata of the
 SingleCellExperiment object. These gene sets can be used in
 downstream quality control and analysis functions in singleCellTK."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,20 +183,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -226,23 +226,25 @@ <h1>Imports gene sets from a GMT file</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>file</dt>
+<dt id="arg-file">file<a class="anchor" aria-label="anchor" href="#arg-file"></a></dt>
 <dd><p>Character. Path to GMT file. See getGmt for
 more information on reading GMT files.</p></dd>
 
 
-<dt>collectionName</dt>
+<dt id="arg-collectionname">collectionName<a class="anchor" aria-label="anchor" href="#arg-collectionname"></a></dt>
 <dd><p>Character. Name of collection to add gene sets to.
 If this collection already exists in <code>inSCE</code>, then these gene sets will
 be added to that collection. Any gene sets within the collection with the
 same name will be overwritten. Default <code>GeneSetCollection</code>.</p></dd>
 
 
-<dt>by</dt>
+<dt id="arg-by">by<a class="anchor" aria-label="anchor" href="#arg-by"></a></dt>
 <dd><p>Character, character vector, or NULL. Describes the
 location within <code>inSCE</code> where the gene identifiers in
 <code>geneSetList</code> should be mapped. If set to <code>"rownames"</code> then the
@@ -258,23 +260,20 @@ <h2>Arguments</h2>
 Default <code>"rownames"</code>.</p></dd>
 
 
-<dt>sep</dt>
+<dt id="arg-sep">sep<a class="anchor" aria-label="anchor" href="#arg-sep"></a></dt>
 <dd><p>Character. Delimiter of the GMT file. Default <code>"\t"</code>.</p></dd>
 
 
-<dt>noMatchError</dt>
+<dt id="arg-nomatcherror">noMatchError<a class="anchor" aria-label="anchor" href="#arg-nomatcherror"></a></dt>
 <dd><p>Boolean. Show an error if a collection does not have
 any matching features. Default <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object
- with gene set from <code>collectionName</code> output stored to the</p>
-<p></p>
-<p>metadata slot.</p>
+    <p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object
+ with gene set from <code>collectionName</code> output stored to the
+ metadata slot.</p>
     </div>
     <div id="details">
     <h2>Details</h2>
@@ -323,15 +322,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/importGeneSetsFromList.html b/docs/reference/importGeneSetsFromList.html
index e37489519..dbbe31d18 100644
--- a/docs/reference/importGeneSetsFromList.html
+++ b/docs/reference/importGeneSetsFromList.html
@@ -1,12 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Imports gene sets from a list — importGeneSetsFromList • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Imports gene sets from a list — importGeneSetsFromList"><meta property="og:description" content="Converts a list of gene sets into a
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Imports gene sets from a list — importGeneSetsFromList • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Imports gene sets from a list — importGeneSetsFromList"><meta property="og:description" content="Converts a list of gene sets into a
 GeneSetCollection and stores it in the metadata of the
 SingleCellExperiment object. These gene sets can be used in
 downstream quality control and analysis functions in singleCellTK."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,20 +183,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
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+
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 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
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 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -225,25 +225,27 @@ <h1>Imports gene sets from a list</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>geneSetList</dt>
+<dt id="arg-genesetlist">geneSetList<a class="anchor" aria-label="anchor" href="#arg-genesetlist"></a></dt>
 <dd><p>Named List. A list containing one or more gene sets.
 Each element of the list should be a character vector of gene identifiers.
 The names of the list will be become the gene set names in the
 GeneSetCollection object.</p></dd>
 
 
-<dt>collectionName</dt>
+<dt id="arg-collectionname">collectionName<a class="anchor" aria-label="anchor" href="#arg-collectionname"></a></dt>
 <dd><p>Character. Name of collection to add gene sets to.
 If this collection already exists in <code>inSCE</code>, then these gene sets will
 be added to that collection. Any gene sets within the collection with the
 same name will be overwritten. Default <code>GeneSetCollection</code>.</p></dd>
 
 
-<dt>by</dt>
+<dt id="arg-by">by<a class="anchor" aria-label="anchor" href="#arg-by"></a></dt>
 <dd><p>Character or character vector. Describes the
 location within <code>inSCE</code> where the gene identifiers in
 <code>geneSetList</code> should be mapped. If set to <code>"rownames"</code> then the
@@ -257,16 +259,14 @@ <h2>Arguments</h2>
 Default <code>"rownames"</code>.</p></dd>
 
 
-<dt>noMatchError</dt>
+<dt id="arg-nomatcherror">noMatchError<a class="anchor" aria-label="anchor" href="#arg-nomatcherror"></a></dt>
 <dd><p>Boolean. Show an error if a collection does not have
 any matching features. Default <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object
+    <p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object
 with gene set from <code>collectionName</code> output stored to the
 metadata slot.</p>
     </div>
@@ -324,15 +324,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/importGeneSetsFromMSigDB.html b/docs/reference/importGeneSetsFromMSigDB.html
index ec1b39ab3..0b5b401db 100644
--- a/docs/reference/importGeneSetsFromMSigDB.html
+++ b/docs/reference/importGeneSetsFromMSigDB.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Imports gene sets from MSigDB — importGeneSetsFromMSigDB • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Imports gene sets from MSigDB — importGeneSetsFromMSigDB"><meta property="og:description" content="Gets a list of MSigDB gene sets stores it in the metadata of the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Imports gene sets from MSigDB — importGeneSetsFromMSigDB • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Imports gene sets from MSigDB — importGeneSetsFromMSigDB"><meta property="og:description" content="Gets a list of MSigDB gene sets stores it in the metadata of the
 SingleCellExperiment object. These gene sets can be used in
 downstream quality control and analysis functions in singleCellTK."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
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 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
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+
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 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -225,30 +225,32 @@ <h1>Imports gene sets from MSigDB</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>categoryIDs</dt>
+<dt id="arg-categoryids">categoryIDs<a class="anchor" aria-label="anchor" href="#arg-categoryids"></a></dt>
 <dd><p>Character vector containing the MSigDB gene set ids.
 The column <code>ID</code> in the table returned by <code><a href="getMSigDBTable.html">getMSigDBTable()</a></code> shows
-the list of possible gene set IDs that can be obtained. 
+the list of possible gene set IDs that can be obtained.
 Default is <code>"H"</code>.</p></dd>
 
 
-<dt>species</dt>
+<dt id="arg-species">species<a class="anchor" aria-label="anchor" href="#arg-species"></a></dt>
 <dd><p>Character. Species available can be found using the function
 <code><a href="https://igordot.github.io/msigdbr/reference/msigdbr_show_species.html" class="external-link">msigdbr_show_species</a></code>. Default <code>"Homo sapiens"</code>.</p></dd>
 
 
-<dt>mapping</dt>
+<dt id="arg-mapping">mapping<a class="anchor" aria-label="anchor" href="#arg-mapping"></a></dt>
 <dd><p>Character. One of "gene_symbol", "human_gene_symbol", or
 "entrez_gene". Gene identifiers to be used for MSigDB gene sets. IDs
 denoted by the <code>by</code> parameter must be either in gene symbol or
 Entrez gene id format to match IDs from MSigDB.</p></dd>
 
 
-<dt>by</dt>
+<dt id="arg-by">by<a class="anchor" aria-label="anchor" href="#arg-by"></a></dt>
 <dd><p>Character. Describes the
 location within <code>inSCE</code> where the gene identifiers in
 the MSigDB gene sets should be mapped. If set to <code>"rownames"</code> then the
@@ -259,20 +261,18 @@ <h2>Arguments</h2>
 Default <code>"rownames"</code>.</p></dd>
 
 
-<dt>verbose</dt>
+<dt id="arg-verbose">verbose<a class="anchor" aria-label="anchor" href="#arg-verbose"></a></dt>
 <dd><p>Boolean. Whether to display progress. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>noMatchError</dt>
+<dt id="arg-nomatcherror">noMatchError<a class="anchor" aria-label="anchor" href="#arg-nomatcherror"></a></dt>
 <dd><p>Boolean. Show an error if a collection does not have
 any matching features. Default <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object
+    <p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object
 with gene set from <code>collectionName</code> output stored to the
 metadata slot.</p>
     </div>
@@ -305,9 +305,9 @@ <h2>Examples</h2>
 <span class="r-in"><span>                                species <span class="op">=</span> <span class="st">"Homo sapiens"</span>,</span></span>
 <span class="r-in"><span>                                mapping <span class="op">=</span> <span class="st">"gene_symbol"</span>,</span></span>
 <span class="r-in"><span>                                by <span class="op">=</span> <span class="st">"feature_name"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:56 2024 .. Importing 'H' gene sets (n = 50)</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:56 2024 .... Completed 50 gene sets for 1</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:14:56 2024 .. Matching gene sets to 'feature_name'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:05 2025 .. Importing 'H' gene sets (n = 50)</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:05 2025 .... Completed 50 gene sets for 1</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:05 2025 .. Matching gene sets to 'feature_name'</span>
 </code></pre></div>
     </div>
   </div>
@@ -322,15 +322,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/importMitoGeneSet.html b/docs/reference/importMitoGeneSet.html
index 54c72b530..46c6d2e92 100644
--- a/docs/reference/importMitoGeneSet.html
+++ b/docs/reference/importMitoGeneSet.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Import mitochondrial gene sets — importMitoGeneSet • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Import mitochondrial gene sets — importMitoGeneSet"><meta property="og:description" content="Imports mitochondrial gene sets and  stores it in the metadata of the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Import mitochondrial gene sets — importMitoGeneSet • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Import mitochondrial gene sets — importMitoGeneSet"><meta property="og:description" content="Imports mitochondrial gene sets and  stores it in the metadata of the
 SingleCellExperiment object. These gene sets can be used in
 downstream quality control and analysis functions in singleCellTK."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -224,20 +224,22 @@ <h1>Import mitochondrial gene sets</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>reference</dt>
+<dt id="arg-reference">reference<a class="anchor" aria-label="anchor" href="#arg-reference"></a></dt>
 <dd><p>Character. Species available are "human" and "mouse".</p></dd>
 
 
-<dt>id</dt>
+<dt id="arg-id">id<a class="anchor" aria-label="anchor" href="#arg-id"></a></dt>
 <dd><p>Types of gene id. Now it supports "symbol", "entrez", "ensembl"
 and "ensemblTranscriptID".</p></dd>
 
 
-<dt>by</dt>
+<dt id="arg-by">by<a class="anchor" aria-label="anchor" href="#arg-by"></a></dt>
 <dd><p>Character. Describes the location within <code>inSCE</code> where the gene
 identifiers in the mitochondrial gene sets should be mapped.
 If set to <code>"rownames"</code> then the features will
@@ -248,23 +250,21 @@ <h2>Arguments</h2>
 Default <code>"rownames"</code>.</p></dd>
 
 
-<dt>collectionName</dt>
+<dt id="arg-collectionname">collectionName<a class="anchor" aria-label="anchor" href="#arg-collectionname"></a></dt>
 <dd><p>Character. Name of collection to add gene sets to.
 If this collection already exists in <code>inSCE</code>, then these gene sets will
 be added to that collection. Any gene sets within the collection with the
 same name will be overwritten. Default <code>"mito"</code>.</p></dd>
 
 
-<dt>noMatchError</dt>
+<dt id="arg-nomatcherror">noMatchError<a class="anchor" aria-label="anchor" href="#arg-nomatcherror"></a></dt>
 <dd><p>Boolean. Show an error if a collection does not have
 any matching features. Default <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object
+    <p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object
 with gene set from <code>collectionName</code> output stored to the
 metadata slot.</p>
     </div>
@@ -312,15 +312,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/importMultipleSources.html b/docs/reference/importMultipleSources.html
index ac490b6e8..1d4da8a23 100644
--- a/docs/reference/importMultipleSources.html
+++ b/docs/reference/importMultipleSources.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Imports samples from different sources and compiles them into a list of SCE objects — importMultipleSources • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Imports samples from different sources and compiles them into a list of SCE objects — importMultipleSources"><meta property="og:description" content="Imports samples from different sources and compiles them into a list of SCE objects"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Imports samples from different sources and compiles them into a list of SCE objects — importMultipleSources • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Imports samples from different sources and compiles them into a list of SCE objects — importMultipleSources"><meta property="og:description" content="Imports samples from different sources and compiles them into a list of SCE objects"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -213,20 +213,20 @@ <h1>Imports samples from different sources and compiles them into a list of SCE
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>allImportEntries</dt>
+
+
+<dl><dt id="arg-allimportentries">allImportEntries<a class="anchor" aria-label="anchor" href="#arg-allimportentries"></a></dt>
 <dd><p>object containing the sources and parameters of all the samples being imported (from the UI)</p></dd>
 
 
-<dt>delayedArray</dt>
+<dt id="arg-delayedarray">delayedArray<a class="anchor" aria-label="anchor" href="#arg-delayedarray"></a></dt>
 <dd><p>Boolean. Whether to read the expression matrix as
 DelayedArray object or not. Default <code>FALSE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A list of <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object containing
+    <p>A list of <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object containing
 the droplet or cell data or both,depending on the dataType that users provided.</p>
     </div>
 
@@ -242,15 +242,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/importOptimus.html b/docs/reference/importOptimus.html
index c24bca7e6..65ac047f6 100644
--- a/docs/reference/importOptimus.html
+++ b/docs/reference/importOptimus.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Construct SCE object from Optimus output — importOptimus • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Construct SCE object from Optimus output — importOptimus"><meta property="og:description" content="Read the barcodes, features (genes), and matrices from Optimus
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Construct SCE object from Optimus output — importOptimus • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Construct SCE object from Optimus output — importOptimus"><meta property="og:description" content="Read the barcodes, features (genes), and matrices from Optimus
  outputs. Import them
  as one SingleCellExperiment object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -229,7 +229,9 @@ <h1>Construct SCE object from Optimus output</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>OptimusDirs</dt>
+
+
+<dl><dt id="arg-optimusdirs">OptimusDirs<a class="anchor" aria-label="anchor" href="#arg-optimusdirs"></a></dt>
 <dd><p>A vector of root directories of Optimus output files.
 The paths should be something like this:
 <code>/PATH/TO/bb4a2a5e-ff34-41b6-97d2-0c0c0c534530</code>.
@@ -237,12 +239,12 @@ <h2>Arguments</h2>
 its own path. Must have the same length as <code>samples</code>.</p></dd>
 
 
-<dt>samples</dt>
+<dt id="arg-samples">samples<a class="anchor" aria-label="anchor" href="#arg-samples"></a></dt>
 <dd><p>A vector of user-defined sample names for the sample to be
 imported. Must have the same length as <code>OptimusDirs</code>.</p></dd>
 
 
-<dt>matrixLocation</dt>
+<dt id="arg-matrixlocation">matrixLocation<a class="anchor" aria-label="anchor" href="#arg-matrixlocation"></a></dt>
 <dd><p>Character. It is the intermediate
 path to the filtered count maxtrix file saved in sparse matrix format
 (<code>.npz</code>). Default
@@ -250,32 +252,32 @@ <h2>Arguments</h2>
 optimus_v1.4.0.</p></dd>
 
 
-<dt>colIndexLocation</dt>
+<dt id="arg-colindexlocation">colIndexLocation<a class="anchor" aria-label="anchor" href="#arg-colindexlocation"></a></dt>
 <dd><p>Character. The intermediate path to the barcode
 index file. Default <code>call-MergeCountFiles/sparse_counts_col_index.npy</code>.</p></dd>
 
 
-<dt>rowIndexLocation</dt>
+<dt id="arg-rowindexlocation">rowIndexLocation<a class="anchor" aria-label="anchor" href="#arg-rowindexlocation"></a></dt>
 <dd><p>Character. The intermediate path to the feature
 (gene) index file. Default
 <code>call-MergeCountFiles/sparse_counts_row_index.npy</code>.</p></dd>
 
 
-<dt>cellMetricsLocation</dt>
+<dt id="arg-cellmetricslocation">cellMetricsLocation<a class="anchor" aria-label="anchor" href="#arg-cellmetricslocation"></a></dt>
 <dd><p>Character. It is the intermediate
 path to the cell metrics file (<code>merged-cell-metrics.csv.gz</code>). Default
 <code>call-MergeCellMetrics/merged-cell-metrics.csv.gz</code> which works for
 optimus_v1.4.0.</p></dd>
 
 
-<dt>geneMetricsLocation</dt>
+<dt id="arg-genemetricslocation">geneMetricsLocation<a class="anchor" aria-label="anchor" href="#arg-genemetricslocation"></a></dt>
 <dd><p>Character. It is the intermediate
 path to the feature (gene) metrics file (<code>merged-gene-metrics.csv.gz</code>).
 Default <code>call-MergeGeneMetrics/merged-gene-metrics.csv.gz</code> which works
 for optimus_v1.4.0.</p></dd>
 
 
-<dt>emptyDropsLocation</dt>
+<dt id="arg-emptydropslocation">emptyDropsLocation<a class="anchor" aria-label="anchor" href="#arg-emptydropslocation"></a></dt>
 <dd><p>Character. It is the intermediate
 path to <a href="https://rdrr.io/pkg/DropletUtils/man/emptyDrops.html" class="external-link">emptyDrops</a> metrics file
 (<code>empty_drops_result.csv</code>).
@@ -283,28 +285,26 @@ <h2>Arguments</h2>
 optimus_v1.4.0.</p></dd>
 
 
-<dt>class</dt>
+<dt id="arg-class">class<a class="anchor" aria-label="anchor" href="#arg-class"></a></dt>
 <dd><p>Character. The class of the expression matrix stored in the SCE
 object. Can be one of "Matrix" (as returned by
 readMM function), or "matrix" (as returned by
 <a href="https://rdrr.io/r/base/matrix.html" class="external-link">matrix</a> function). Default "Matrix".</p></dd>
 
 
-<dt>delayedArray</dt>
+<dt id="arg-delayedarray">delayedArray<a class="anchor" aria-label="anchor" href="#arg-delayedarray"></a></dt>
 <dd><p>Boolean. Whether to read the expression matrix as
 DelayedArray object or not. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>rowNamesDedup</dt>
-<dd><p>Boolean. Whether to deduplicate rownames. Default 
+<dt id="arg-rownamesdedup">rowNamesDedup<a class="anchor" aria-label="anchor" href="#arg-rownamesdedup"></a></dt>
+<dd><p>Boolean. Whether to deduplicate rownames. Default
 <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object
+    <p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object
  containing the count
  matrix, the gene annotation, and the cell annotation.</p>
     </div>
@@ -313,10 +313,10 @@ <h2>Value</h2>
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">file.path</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/system.file.html" class="external-link">system.file</a></span><span class="op">(</span><span class="st">"extdata/Optimus_20x1000"</span>,</span></span>
 <span class="r-in"><span>  package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">importOptimus</span><span class="op">(</span>OptimusDirs <span class="op">=</span> <span class="va">file.path</span>,</span></span>
 <span class="r-in"><span>  samples <span class="op">=</span> <span class="st">"Optimus_20x1000"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -331,15 +331,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/importSEQC.html b/docs/reference/importSEQC.html
index 4c170cc32..c9a57455e 100644
--- a/docs/reference/importSEQC.html
+++ b/docs/reference/importSEQC.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Construct SCE object from seqc output — importSEQC • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Construct SCE object from seqc output — importSEQC"><meta property="og:description" content="Read the filtered barcodes, features, and matrices for all
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Construct SCE object from seqc output — importSEQC • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Construct SCE object from seqc output — importSEQC"><meta property="og:description" content="Read the filtered barcodes, features, and matrices for all
  samples from (preferably a single run of) seqc output. Import and combine
  them as one big SingleCellExperiment object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -228,83 +228,83 @@ <h1>Construct SCE object from seqc output</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>seqcDirs</dt>
+
+
+<dl><dt id="arg-seqcdirs">seqcDirs<a class="anchor" aria-label="anchor" href="#arg-seqcdirs"></a></dt>
 <dd><p>A vector of paths to seqc output files. Each sample
-should have its own path. For example: <code>"./pbmc_1k_50x50"</code>. Must have 
+should have its own path. For example: <code>"./pbmc_1k_50x50"</code>. Must have
 the same length as <code>samples</code>.</p></dd>
 
 
-<dt>samples</dt>
+<dt id="arg-samples">samples<a class="anchor" aria-label="anchor" href="#arg-samples"></a></dt>
 <dd><p>A vector of user-defined sample names for the samples to be
 imported. Must have the same length as <code>seqcDirs</code>.</p></dd>
 
 
-<dt>prefix</dt>
+<dt id="arg-prefix">prefix<a class="anchor" aria-label="anchor" href="#arg-prefix"></a></dt>
 <dd><p>A vector containing the prefix of file names within each
 sample directory. It cannot be null and the vector should have the same
 length as <em>samples</em>.</p></dd>
 
 
-<dt>gzipped</dt>
+<dt id="arg-gzipped">gzipped<a class="anchor" aria-label="anchor" href="#arg-gzipped"></a></dt>
 <dd><p>Boolean. <code>TRUE</code> if the seqc output files
 (sparse_counts_barcode.csv, sparse_counts_genes.csv, and
-sparse_molecule_counts.mtx) were gzip compressed. <code>FALSE</code> otherwise. 
+sparse_molecule_counts.mtx) were gzip compressed. <code>FALSE</code> otherwise.
 Default seqc outputs are not gzipped. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>class</dt>
+<dt id="arg-class">class<a class="anchor" aria-label="anchor" href="#arg-class"></a></dt>
 <dd><p>Character. The class of the expression matrix stored in the SCE
-object. Can be one of <code>"Matrix"</code> (as returned by readMM 
+object. Can be one of <code>"Matrix"</code> (as returned by readMM
 function), or <code>"matrix"</code> (as returned by <a href="https://rdrr.io/r/base/matrix.html" class="external-link">matrix</a> function).
 Default <code>"Matrix"</code>.</p></dd>
 
 
-<dt>delayedArray</dt>
+<dt id="arg-delayedarray">delayedArray<a class="anchor" aria-label="anchor" href="#arg-delayedarray"></a></dt>
 <dd><p>Boolean. Whether to read the expression matrix as
 DelayedArray object or not. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>cbNotFirstCol</dt>
+<dt id="arg-cbnotfirstcol">cbNotFirstCol<a class="anchor" aria-label="anchor" href="#arg-cbnotfirstcol"></a></dt>
 <dd><p>Boolean. <code>TRUE</code> if first column of
-sparse_counts_barcode.csv is row index and it will be removed. <code>FALSE</code> 
+sparse_counts_barcode.csv is row index and it will be removed. <code>FALSE</code>
 the first column will be kept.</p></dd>
 
 
-<dt>feNotFirstCol</dt>
+<dt id="arg-fenotfirstcol">feNotFirstCol<a class="anchor" aria-label="anchor" href="#arg-fenotfirstcol"></a></dt>
 <dd><p>Boolean. <code>TRUE</code> if first column of
-sparse_counts_genes.csv is row index and it will be removed. <code>FALSE</code> 
+sparse_counts_genes.csv is row index and it will be removed. <code>FALSE</code>
 the first column will be kept.</p></dd>
 
 
-<dt>combinedSample</dt>
+<dt id="arg-combinedsample">combinedSample<a class="anchor" aria-label="anchor" href="#arg-combinedsample"></a></dt>
 <dd><p>Boolean. If <code>TRUE</code>, <code>importSEQC</code> returns a
 <code>SingleCellExperiment</code> object containing the combined count matrix,
- feature annotations and the cell annotations. If <code>FALSE</code>, 
+ feature annotations and the cell annotations. If <code>FALSE</code>,
  <code>importSEQC</code> returns a list containing multiple
  <code>SingleCellExperiment</code> objects. Each <code>SingleCellExperiment</code>
  contains count matrix, feature annotations and cell annotations for
  each sample.</p></dd>
 
 
-<dt>rowNamesDedup</dt>
-<dd><p>Boolean. Whether to deduplicate rownames. Only applied 
-if <code>combinedSample</code> is <code>TRUE</code> or only one <code>seqcDirs</code> 
+<dt id="arg-rownamesdedup">rowNamesDedup<a class="anchor" aria-label="anchor" href="#arg-rownamesdedup"></a></dt>
+<dd><p>Boolean. Whether to deduplicate rownames. Only applied
+if <code>combinedSample</code> is <code>TRUE</code> or only one <code>seqcDirs</code>
 specified. Default <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>SingleCellExperiment</code> object containing the combined count
+    <p>A <code>SingleCellExperiment</code> object containing the combined count
  matrix, the feature annotations, and the cell annotation.</p>
     </div>
     <div id="details">
     <h2>Details</h2>
-    <p><code>importSEQC</code> imports output from seqc. The default 
+    <p><code>importSEQC</code> imports output from seqc. The default
  sparse_counts_barcode.csv or sparse_counts_genes.csv from seqc output
  contains two columns. The first column is row index and the second column
- is cell-barcode or gene symbol. <code>importSEQC</code> will remove first column. 
+ is cell-barcode or gene symbol. <code>importSEQC</code> will remove first column.
  Alternatively, user can call
  <code>cbNotFirstCol</code> or <code>feNotFirstCol</code> as FALSE to keep the first
  column of these files. When <code>combinedSample</code> is TRUE, <code>importSEQC</code>
@@ -338,15 +338,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/importSTARsolo.html b/docs/reference/importSTARsolo.html
index 63b90c333..c7c69c037 100644
--- a/docs/reference/importSTARsolo.html
+++ b/docs/reference/importSTARsolo.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Construct SCE object from STARsolo outputs — importSTARsolo • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Construct SCE object from STARsolo outputs — importSTARsolo"><meta property="og:description" content="Read the barcodes, features (genes), and matrices from STARsolo
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Construct SCE object from STARsolo outputs — importSTARsolo • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Construct SCE object from STARsolo outputs — importSTARsolo"><meta property="og:description" content="Read the barcodes, features (genes), and matrices from STARsolo
  outputs. Import them
  as one SingleCellExperiment object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -228,7 +228,9 @@ <h1>Construct SCE object from STARsolo outputs</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>STARsoloDirs</dt>
+
+
+<dl><dt id="arg-starsolodirs">STARsoloDirs<a class="anchor" aria-label="anchor" href="#arg-starsolodirs"></a></dt>
 <dd><p>A vector of root directories of STARsolo output files.
 The paths should be something like this:
 <b>/PATH/TO/<em>prefix</em>Solo.out</b>. For example: <code>./Solo.out</code>.
@@ -236,12 +238,12 @@ <h2>Arguments</h2>
 <code>samples</code>.</p></dd>
 
 
-<dt>samples</dt>
+<dt id="arg-samples">samples<a class="anchor" aria-label="anchor" href="#arg-samples"></a></dt>
 <dd><p>A vector of user-defined sample names for the sample to be
 imported. Must have the same length as <code>STARsoloDirs</code>.</p></dd>
 
 
-<dt>STARsoloOuts</dt>
+<dt id="arg-starsoloouts">STARsoloOuts<a class="anchor" aria-label="anchor" href="#arg-starsoloouts"></a></dt>
 <dd><p>Character. The intermediate
 folder to filtered or raw cell barcode, feature, and matrix files
 for each of <code>samples</code>. Default <code>"Gene"</code>.
@@ -249,25 +251,25 @@ <h2>Arguments</h2>
 which data needs to be imported.</p></dd>
 
 
-<dt>matrixFileNames</dt>
+<dt id="arg-matrixfilenames">matrixFileNames<a class="anchor" aria-label="anchor" href="#arg-matrixfilenames"></a></dt>
 <dd><p>Filenames for the Market Exchange Format (MEX) sparse
 matrix file (.mtx file). Must have length 1 or the same
 length as <code>samples</code>.</p></dd>
 
 
-<dt>featuresFileNames</dt>
+<dt id="arg-featuresfilenames">featuresFileNames<a class="anchor" aria-label="anchor" href="#arg-featuresfilenames"></a></dt>
 <dd><p>Filenames for the feature annotation file.
 Must have length 1 or the same
 length as <code>samples</code>.</p></dd>
 
 
-<dt>barcodesFileNames</dt>
+<dt id="arg-barcodesfilenames">barcodesFileNames<a class="anchor" aria-label="anchor" href="#arg-barcodesfilenames"></a></dt>
 <dd><p>Filenames for the cell barcode list file.
 Must have length 1 or the same
 length as <code>samples</code>.</p></dd>
 
 
-<dt>gzipped</dt>
+<dt id="arg-gzipped">gzipped<a class="anchor" aria-label="anchor" href="#arg-gzipped"></a></dt>
 <dd><p>Boolean. <code>TRUE</code> if the STARsolo output files
 (barcodes.tsv, features.tsv, and matrix.mtx) were
 gzip compressed. <code>FALSE</code> otherwise. This is <code>FALSE</code> in STAR
@@ -276,28 +278,26 @@ <h2>Arguments</h2>
 length as <code>samples</code>.</p></dd>
 
 
-<dt>class</dt>
+<dt id="arg-class">class<a class="anchor" aria-label="anchor" href="#arg-class"></a></dt>
 <dd><p>Character. The class of the expression matrix stored in the SCE
 object. Can be one of "Matrix" (as returned by
 readMM function), or "matrix" (as returned by
 <a href="https://rdrr.io/r/base/matrix.html" class="external-link">matrix</a> function). Default "Matrix".</p></dd>
 
 
-<dt>delayedArray</dt>
+<dt id="arg-delayedarray">delayedArray<a class="anchor" aria-label="anchor" href="#arg-delayedarray"></a></dt>
 <dd><p>Boolean. Whether to read the expression matrix as
 DelayedArray object or not. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>rowNamesDedup</dt>
+<dt id="arg-rownamesdedup">rowNamesDedup<a class="anchor" aria-label="anchor" href="#arg-rownamesdedup"></a></dt>
 <dd><p>Boolean. Whether to deduplicate rownames. Default
 <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>SingleCellExperiment</code> object containing the count
+    <p>A <code>SingleCellExperiment</code> object containing the count
  matrix, the gene annotation, and the cell annotation.</p>
     </div>
 
@@ -345,15 +345,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/index.html b/docs/reference/index.html
index f43d1fbad..8a20f9d2e 100644
--- a/docs/reference/index.html
+++ b/docs/reference/index.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Function reference • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Function reference"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Package index • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Package index"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-index">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="contents col-md-9">
@@ -420,30 +420,23 @@ <h2 id="normalization">Normalization <a href="#normalization" class="anchor" ari
       </tr><tr><td>
           <p><code><a href="scaterlogNormCounts.html">scaterlogNormCounts()</a></code> </p>
         </td>
-        <td><p>scaterlogNormCounts
-Uses logNormCounts to log normalize input data</p></td>
+        <td><p>scaterlogNormCounts Uses logNormCounts to log normalize input data</p></td>
       </tr><tr><td>
           <p><code><a href="scaterCPM.html">scaterCPM()</a></code> </p>
         </td>
-        <td><p>scaterCPM
-Uses CPM from scater library to compute counts-per-million.</p></td>
+        <td><p>scaterCPM Uses CPM from scater library to compute counts-per-million.</p></td>
       </tr><tr><td>
           <p><code><a href="runSeuratNormalizeData.html">runSeuratNormalizeData()</a></code> </p>
         </td>
-        <td><p>runSeuratNormalizeData
-Wrapper for NormalizeData() function from seurat library
-Normalizes the sce object according to the input parameters</p></td>
+        <td><p>runSeuratNormalizeData Wrapper for NormalizeData() function from seurat library Normalizes the sce object according to the input parameters</p></td>
       </tr><tr><td>
           <p><code><a href="runSeuratScaleData.html">runSeuratScaleData()</a></code> </p>
         </td>
-        <td><p>runSeuratScaleData
-Scales the input sce object according to the input parameters</p></td>
+        <td><p>runSeuratScaleData Scales the input sce object according to the input parameters</p></td>
       </tr><tr><td>
           <p><code><a href="runSeuratSCTransform.html">runSeuratSCTransform()</a></code> </p>
         </td>
-        <td><p>runSeuratSCTransform
-Runs the <a href="https://satijalab.org/seurat/reference/SCTransform.html" class="external-link">SCTransform</a> function to transform/normalize the input
-data</p></td>
+        <td><p>runSeuratSCTransform Runs the <a href="https://satijalab.org/seurat/reference/SCTransform.html" class="external-link">SCTransform</a> function to transform/normalize the input data</p></td>
       </tr><tr><td>
           <p><code><a href="computeZScore.html">computeZScore()</a></code> </p>
         </td>
@@ -459,13 +452,11 @@ <h2 id="batch-effect-correction">Batch Effect Correction <a href="#batch-effect-
       </tr></tbody><tbody><tr><td>
           <p><code><a href="runMNNCorrect.html">runMNNCorrect()</a></code> </p>
         </td>
-        <td><p>Apply the mutual nearest neighbors (MNN) batch effect correction method to
-SingleCellExperiment object</p></td>
+        <td><p>Apply the mutual nearest neighbors (MNN) batch effect correction method to SingleCellExperiment object</p></td>
       </tr><tr><td>
           <p><code><a href="runComBatSeq.html">runComBatSeq()</a></code> </p>
         </td>
-        <td><p>Apply ComBat-Seq batch effect correction method to SingleCellExperiment
-object</p></td>
+        <td><p>Apply ComBat-Seq batch effect correction method to SingleCellExperiment object</p></td>
       </tr><tr><td>
           <p><code><a href="runBBKNN.html">runBBKNN()</a></code> </p>
         </td>
@@ -473,8 +464,7 @@ <h2 id="batch-effect-correction">Batch Effect Correction <a href="#batch-effect-
       </tr><tr><td>
           <p><code><a href="runFastMNN.html">runFastMNN()</a></code> </p>
         </td>
-        <td><p>Apply a fast version of the mutual nearest neighbors (MNN) batch effect
-correction method to SingleCellExperiment object</p></td>
+        <td><p>Apply a fast version of the mutual nearest neighbors (MNN) batch effect correction method to SingleCellExperiment object</p></td>
       </tr><tr><td>
           <p><code><a href="runLimmaBC.html">runLimmaBC()</a></code> </p>
         </td>
@@ -486,8 +476,7 @@ <h2 id="batch-effect-correction">Batch Effect Correction <a href="#batch-effect-
       </tr><tr><td>
           <p><code><a href="runSCANORAMA.html">runSCANORAMA()</a></code> </p>
         </td>
-        <td><p>Apply the mutual nearest neighbors (MNN) batch effect correction method to
-SingleCellExperiment object</p></td>
+        <td><p>Apply the mutual nearest neighbors (MNN) batch effect correction method to SingleCellExperiment object</p></td>
       </tr><tr><td>
           <p><code><a href="runSCMerge.html">runSCMerge()</a></code> </p>
         </td>
@@ -495,8 +484,7 @@ <h2 id="batch-effect-correction">Batch Effect Correction <a href="#batch-effect-
       </tr><tr><td>
           <p><code><a href="runSeuratIntegration.html">runSeuratIntegration()</a></code> </p>
         </td>
-        <td><p>runSeuratIntegration
-A wrapper function to Seurat Batch-Correction/Integration workflow.</p></td>
+        <td><p>runSeuratIntegration A wrapper function to Seurat Batch-Correction/Integration workflow.</p></td>
       </tr><tr><td>
           <p><code><a href="runZINBWaVE.html">runZINBWaVE()</a></code> </p>
         </td>
@@ -504,8 +492,7 @@ <h2 id="batch-effect-correction">Batch Effect Correction <a href="#batch-effect-
       </tr><tr><td>
           <p><code><a href="plotBatchVariance.html">plotBatchVariance()</a></code> </p>
         </td>
-        <td><p>Plot the percent of the variation that is explained by batch and condition
-in the data</p></td>
+        <td><p>Plot the percent of the variation that is explained by batch and condition in the data</p></td>
       </tr><tr><td>
           <p><code><a href="plotBatchCorrCompare.html">plotBatchCorrCompare()</a></code> </p>
         </td>
@@ -529,8 +516,7 @@ <h2 id="feature-selection">Feature Selection <a href="#feature-selection" class=
       </tr><tr><td>
           <p><code><a href="runSeuratFindHVG.html">runSeuratFindHVG()</a></code> </p>
         </td>
-        <td><p>runSeuratFindHVG
-Find highly variable genes and store in the input sce object</p></td>
+        <td><p>runSeuratFindHVG Find highly variable genes and store in the input sce object</p></td>
       </tr><tr><td>
           <p><code><a href="getTopHVG.html">getTopHVG()</a></code> <code><a href="getTopHVG.html">setTopHVG()</a></code> </p>
         </td>
@@ -562,27 +548,19 @@ <h2 id="dimensionality-reduction-embedding">Dimensionality Reduction &amp; Embed
       </tr><tr><td>
           <p><code><a href="runSeuratICA.html">runSeuratICA()</a></code> </p>
         </td>
-        <td><p>runSeuratICA
-Computes ICA on the input sce object and stores the calculated independent
-components within the sce object</p></td>
+        <td><p>runSeuratICA Computes ICA on the input sce object and stores the calculated independent components within the sce object</p></td>
       </tr><tr><td>
           <p><code><a href="runSeuratPCA.html">runSeuratPCA()</a></code> </p>
         </td>
-        <td><p>runSeuratPCA
-Computes PCA on the input sce object and stores the calculated principal
-components within the sce object</p></td>
+        <td><p>runSeuratPCA Computes PCA on the input sce object and stores the calculated principal components within the sce object</p></td>
       </tr><tr><td>
           <p><code><a href="runSeuratUMAP.html">runSeuratUMAP()</a></code> </p>
         </td>
-        <td><p>runSeuratUMAP
-Computes UMAP from the given sce object and stores the UMAP computations back
-into the sce object</p></td>
+        <td><p>runSeuratUMAP Computes UMAP from the given sce object and stores the UMAP computations back into the sce object</p></td>
       </tr><tr><td>
           <p><code><a href="runSeuratTSNE.html">runSeuratTSNE()</a></code> </p>
         </td>
-        <td><p>runSeuratTSNE
-Computes tSNE from the given sce object and stores the tSNE computations back
-into the sce object</p></td>
+        <td><p>runSeuratTSNE Computes tSNE from the given sce object and stores the tSNE computations back into the sce object</p></td>
       </tr><tr><td>
           <p><code><a href="plotPCA.html">plotPCA()</a></code> </p>
         </td>
@@ -598,8 +576,7 @@ <h2 id="dimensionality-reduction-embedding">Dimensionality Reduction &amp; Embed
       </tr><tr><td>
           <p><code><a href="plotDimRed.html">plotDimRed()</a></code> </p>
         </td>
-        <td><p>Plot dimensionality reduction from computed metrics including PCA, ICA, tSNE
-and UMAP</p></td>
+        <td><p>Plot dimensionality reduction from computed metrics including PCA, ICA, tSNE and UMAP</p></td>
       </tr><tr><td>
           <p><code><a href="plotSCEDimReduceColData.html">plotSCEDimReduceColData()</a></code> </p>
         </td>
@@ -619,9 +596,7 @@ <h2 id="clustering">Clustering <a href="#clustering" class="anchor" aria-hidden=
       </tr><tr><td>
           <p><code><a href="runSeuratFindClusters.html">runSeuratFindClusters()</a></code> </p>
         </td>
-        <td><p>runSeuratFindClusters
-Computes the clusters from the input sce object and stores them back in sce
-object</p></td>
+        <td><p>runSeuratFindClusters Computes the clusters from the input sce object and stores them back in sce object</p></td>
       </tr><tr><td>
           <p><code><a href="runKMeans.html">runKMeans()</a></code> </p>
         </td>
@@ -677,7 +652,7 @@ <h2 id="find-marker">Find Marker <a href="#find-marker" class="anchor" aria-hidd
       </tr><tr><td>
           <p><code><a href="plotFindMarkerHeatmap.html">plotFindMarkerHeatmap()</a></code> <code><a href="plotFindMarkerHeatmap.html">plotMarkerDiffExp()</a></code> </p>
         </td>
-        <td><p>Plot a heatmap to visualize the result of <code>runFindMarker</code></p></td>
+        <td><p>Plot a heatmap to visualize the result of <code><a href="https://rdrr.io/pkg/singleCellTK/man/runFindMarker.html" class="external-link">runFindMarker</a></code></p></td>
       </tr></tbody><tbody><tr><th colspan="2">
           <h2 id="differential-abundance">Differential Abundance <a href="#differential-abundance" class="anchor" aria-hidden="true"></a></h2>
           <p class="section-desc"></p>
@@ -721,7 +696,7 @@ <h2 id="enrichment-pathway-analysis">Enrichment &amp; Pathway Analysis <a href="
       </tr><tr><td>
           <p><code><a href="runGSVA.html">runGSVA()</a></code> </p>
         </td>
-        <td><p>Run GSVA analysis on a SingleCellExperiment object</p></td>
+        <td><p>Run GSVA analysis on a <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object</p></td>
       </tr><tr><td>
           <p><code><a href="runVAM.html">runVAM()</a></code> </p>
         </td>
@@ -753,8 +728,7 @@ <h2 id="trajectory-analysis">Trajectory Analysis <a href="#trajectory-analysis"
       </tr><tr><td>
           <p><code><a href="plotTSCANClusterDEG.html">plotTSCANClusterDEG()</a></code> </p>
         </td>
-        <td><p>Plot features identified by <code>runTSCANClusterDEAnalysis</code> on
-cell 2D embedding with MST overlaid</p></td>
+        <td><p>Plot features identified by <code><a href="https://rdrr.io/pkg/singleCellTK/man/runTSCANClusterDEAnalysis.html" class="external-link">runTSCANClusterDEAnalysis</a></code> on cell 2D embedding with MST overlaid</p></td>
       </tr><tr><td>
           <p><code><a href="plotTSCANClusterPseudo.html">plotTSCANClusterPseudo()</a></code> </p>
         </td>
@@ -786,14 +760,11 @@ <h2 id="seurat-curated-workflow">Seurat Curated Workflow <a href="#seurat-curate
       </tr></tbody><tbody><tr><td>
           <p><code><a href="runSeuratFindClusters.html">runSeuratFindClusters()</a></code> </p>
         </td>
-        <td><p>runSeuratFindClusters
-Computes the clusters from the input sce object and stores them back in sce
-object</p></td>
+        <td><p>runSeuratFindClusters Computes the clusters from the input sce object and stores them back in sce object</p></td>
       </tr><tr><td>
           <p><code><a href="runSeuratFindHVG.html">runSeuratFindHVG()</a></code> </p>
         </td>
-        <td><p>runSeuratFindHVG
-Find highly variable genes and store in the input sce object</p></td>
+        <td><p>runSeuratFindHVG Find highly variable genes and store in the input sce object</p></td>
       </tr><tr><td>
           <p><code><a href="runSeuratFindMarkers.html">runSeuratFindMarkers()</a></code> </p>
         </td>
@@ -801,64 +772,47 @@ <h2 id="seurat-curated-workflow">Seurat Curated Workflow <a href="#seurat-curate
       </tr><tr><td>
           <p><code><a href="runSeuratHeatmap.html">runSeuratHeatmap()</a></code> </p>
         </td>
-        <td><p>runSeuratHeatmap
-Computes the heatmap plot object from the pca slot in the input sce object</p></td>
+        <td><p>runSeuratHeatmap Computes the heatmap plot object from the pca slot in the input sce object</p></td>
       </tr><tr><td>
           <p><code><a href="runSeuratICA.html">runSeuratICA()</a></code> </p>
         </td>
-        <td><p>runSeuratICA
-Computes ICA on the input sce object and stores the calculated independent
-components within the sce object</p></td>
+        <td><p>runSeuratICA Computes ICA on the input sce object and stores the calculated independent components within the sce object</p></td>
       </tr><tr><td>
           <p><code><a href="runSeuratIntegration.html">runSeuratIntegration()</a></code> </p>
         </td>
-        <td><p>runSeuratIntegration
-A wrapper function to Seurat Batch-Correction/Integration workflow.</p></td>
+        <td><p>runSeuratIntegration A wrapper function to Seurat Batch-Correction/Integration workflow.</p></td>
       </tr><tr><td>
           <p><code><a href="runSeuratJackStraw.html">runSeuratJackStraw()</a></code> </p>
         </td>
-        <td><p>runSeuratJackStraw
-Compute jackstraw plot and store the computations in the input sce object</p></td>
+        <td><p>runSeuratJackStraw Compute jackstraw plot and store the computations in the input sce object</p></td>
       </tr><tr><td>
           <p><code><a href="runSeuratNormalizeData.html">runSeuratNormalizeData()</a></code> </p>
         </td>
-        <td><p>runSeuratNormalizeData
-Wrapper for NormalizeData() function from seurat library
-Normalizes the sce object according to the input parameters</p></td>
+        <td><p>runSeuratNormalizeData Wrapper for NormalizeData() function from seurat library Normalizes the sce object according to the input parameters</p></td>
       </tr><tr><td>
           <p><code><a href="runSeuratPCA.html">runSeuratPCA()</a></code> </p>
         </td>
-        <td><p>runSeuratPCA
-Computes PCA on the input sce object and stores the calculated principal
-components within the sce object</p></td>
+        <td><p>runSeuratPCA Computes PCA on the input sce object and stores the calculated principal components within the sce object</p></td>
       </tr><tr><td>
           <p><code><a href="runSeuratSCTransform.html">runSeuratSCTransform()</a></code> </p>
         </td>
-        <td><p>runSeuratSCTransform
-Runs the <a href="https://satijalab.org/seurat/reference/SCTransform.html" class="external-link">SCTransform</a> function to transform/normalize the input
-data</p></td>
+        <td><p>runSeuratSCTransform Runs the <a href="https://satijalab.org/seurat/reference/SCTransform.html" class="external-link">SCTransform</a> function to transform/normalize the input data</p></td>
       </tr><tr><td>
           <p><code><a href="runSeuratScaleData.html">runSeuratScaleData()</a></code> </p>
         </td>
-        <td><p>runSeuratScaleData
-Scales the input sce object according to the input parameters</p></td>
+        <td><p>runSeuratScaleData Scales the input sce object according to the input parameters</p></td>
       </tr><tr><td>
           <p><code><a href="runSeuratTSNE.html">runSeuratTSNE()</a></code> </p>
         </td>
-        <td><p>runSeuratTSNE
-Computes tSNE from the given sce object and stores the tSNE computations back
-into the sce object</p></td>
+        <td><p>runSeuratTSNE Computes tSNE from the given sce object and stores the tSNE computations back into the sce object</p></td>
       </tr><tr><td>
           <p><code><a href="runSeuratUMAP.html">runSeuratUMAP()</a></code> </p>
         </td>
-        <td><p>runSeuratUMAP
-Computes UMAP from the given sce object and stores the UMAP computations back
-into the sce object</p></td>
+        <td><p>runSeuratUMAP Computes UMAP from the given sce object and stores the UMAP computations back into the sce object</p></td>
       </tr><tr><td>
           <p><code><a href="computeHeatmap.html">computeHeatmap()</a></code> </p>
         </td>
-        <td><p>Computes heatmap for a set of features against dimensionality reduction 
-components</p></td>
+        <td><p>Computes heatmap for a set of features against dimensionality reduction components</p></td>
       </tr><tr><td>
           <p><code><a href="getSeuratVariableFeatures.html">getSeuratVariableFeatures()</a></code> </p>
         </td>
@@ -870,14 +824,11 @@ <h2 id="scanpy-curated-workflow">Scanpy Curated Workflow <a href="#scanpy-curate
       </tr></tbody><tbody><tr><td>
           <p><code><a href="runScanpyFindClusters.html">runScanpyFindClusters()</a></code> </p>
         </td>
-        <td><p>runScanpyFindClusters
-Computes the clusters from the input sce object and stores them back in sce
-object</p></td>
+        <td><p>runScanpyFindClusters Computes the clusters from the input sce object and stores them back in sce object</p></td>
       </tr><tr><td>
           <p><code><a href="runScanpyFindHVG.html">runScanpyFindHVG()</a></code> </p>
         </td>
-        <td><p>runScanpyFindHVG
-Find highly variable genes and store in the input sce object</p></td>
+        <td><p>runScanpyFindHVG Find highly variable genes and store in the input sce object</p></td>
       </tr><tr><td>
           <p><code><a href="runScanpyFindMarkers.html">runScanpyFindMarkers()</a></code> </p>
         </td>
@@ -885,32 +836,23 @@ <h2 id="scanpy-curated-workflow">Scanpy Curated Workflow <a href="#scanpy-curate
       </tr><tr><td>
           <p><code><a href="runScanpyNormalizeData.html">runScanpyNormalizeData()</a></code> </p>
         </td>
-        <td><p>runScanpyNormalizeData
-Wrapper for NormalizeData() function from scanpy library
-Normalizes the sce object according to the input parameters</p></td>
+        <td><p>runScanpyNormalizeData Wrapper for NormalizeData() function from scanpy library Normalizes the sce object according to the input parameters</p></td>
       </tr><tr><td>
           <p><code><a href="runScanpyPCA.html">runScanpyPCA()</a></code> </p>
         </td>
-        <td><p>runScanpyPCA
-Computes PCA on the input sce object and stores the calculated principal
-components within the sce object</p></td>
+        <td><p>runScanpyPCA Computes PCA on the input sce object and stores the calculated principal components within the sce object</p></td>
       </tr><tr><td>
           <p><code><a href="runScanpyScaleData.html">runScanpyScaleData()</a></code> </p>
         </td>
-        <td><p>runScanpyScaleData
-Scales the input sce object according to the input parameters</p></td>
+        <td><p>runScanpyScaleData Scales the input sce object according to the input parameters</p></td>
       </tr><tr><td>
           <p><code><a href="runScanpyTSNE.html">runScanpyTSNE()</a></code> </p>
         </td>
-        <td><p>runScanpyTSNE
-Computes tSNE from the given sce object and stores the tSNE computations back
-into the sce object</p></td>
+        <td><p>runScanpyTSNE Computes tSNE from the given sce object and stores the tSNE computations back into the sce object</p></td>
       </tr><tr><td>
           <p><code><a href="runScanpyUMAP.html">runScanpyUMAP()</a></code> </p>
         </td>
-        <td><p>runScanpyUMAP
-Computes UMAP from the given sce object and stores the UMAP computations back
-into the sce object</p></td>
+        <td><p>runScanpyUMAP Computes UMAP from the given sce object and stores the UMAP computations back into the sce object</p></td>
       </tr></tbody><tbody><tr><th colspan="2">
           <h2 id="visualization">Visualization <a href="#visualization" class="anchor" aria-hidden="true"></a></h2>
           <p class="section-desc"></p>
@@ -930,8 +872,7 @@ <h2 id="visualization">Visualization <a href="#visualization" class="anchor" ari
       </tr><tr><td>
           <p><code><a href="plotBatchVariance.html">plotBatchVariance()</a></code> </p>
         </td>
-        <td><p>Plot the percent of the variation that is explained by batch and condition
-in the data</p></td>
+        <td><p>Plot the percent of the variation that is explained by batch and condition in the data</p></td>
       </tr><tr><td>
           <p><code><a href="plotBcdsResults.html">plotBcdsResults()</a></code> </p>
         </td>
@@ -971,8 +912,7 @@ <h2 id="visualization">Visualization <a href="#visualization" class="anchor" ari
       </tr><tr><td>
           <p><code><a href="plotDimRed.html">plotDimRed()</a></code> </p>
         </td>
-        <td><p>Plot dimensionality reduction from computed metrics including PCA, ICA, tSNE
-and UMAP</p></td>
+        <td><p>Plot dimensionality reduction from computed metrics including PCA, ICA, tSNE and UMAP</p></td>
       </tr><tr><td>
           <p><code><a href="plotDoubletFinderResults.html">plotDoubletFinderResults()</a></code> </p>
         </td>
@@ -988,7 +928,7 @@ <h2 id="visualization">Visualization <a href="#visualization" class="anchor" ari
       </tr><tr><td>
           <p><code><a href="plotFindMarkerHeatmap.html">plotFindMarkerHeatmap()</a></code> <code><a href="plotFindMarkerHeatmap.html">plotMarkerDiffExp()</a></code> </p>
         </td>
-        <td><p>Plot a heatmap to visualize the result of <code>runFindMarker</code></p></td>
+        <td><p>Plot a heatmap to visualize the result of <code><a href="https://rdrr.io/pkg/singleCellTK/man/runFindMarker.html" class="external-link">runFindMarker</a></code></p></td>
       </tr><tr><td>
           <p><code><a href="plotMASTThresholdGenes.html">plotMASTThresholdGenes()</a></code> </p>
         </td>
@@ -1128,9 +1068,7 @@ <h2 id="visualization">Visualization <a href="#visualization" class="anchor" ari
       </tr><tr><td>
           <p><code><a href="plotSeuratElbow.html">plotSeuratElbow()</a></code> </p>
         </td>
-        <td><p>plotSeuratElbow
-Computes the plot object for elbow plot from the pca slot in the input sce
-object</p></td>
+        <td><p>plotSeuratElbow Computes the plot object for elbow plot from the pca slot in the input sce object</p></td>
       </tr><tr><td>
           <p><code><a href="plotSeuratGenes.html">plotSeuratGenes()</a></code> </p>
         </td>
@@ -1138,26 +1076,19 @@ <h2 id="visualization">Visualization <a href="#visualization" class="anchor" ari
       </tr><tr><td>
           <p><code><a href="plotSeuratHVG.html">plotSeuratHVG()</a></code> </p>
         </td>
-        <td><p>plotSeuratHVG
-Plot highly variable genes from input sce object (must have highly variable
-genes computations stored)</p></td>
+        <td><p>plotSeuratHVG Plot highly variable genes from input sce object (must have highly variable genes computations stored)</p></td>
       </tr><tr><td>
           <p><code><a href="plotSeuratHeatmap.html">plotSeuratHeatmap()</a></code> </p>
         </td>
-        <td><p>plotSeuratHeatmap
-Modifies the heatmap plot object so it contains specified number of heatmaps
-in a single plot</p></td>
+        <td><p>plotSeuratHeatmap Modifies the heatmap plot object so it contains specified number of heatmaps in a single plot</p></td>
       </tr><tr><td>
           <p><code><a href="plotSeuratJackStraw.html">plotSeuratJackStraw()</a></code> </p>
         </td>
-        <td><p>plotSeuratJackStraw
-Computes the plot object for jackstraw plot from the pca slot in the input
-sce object</p></td>
+        <td><p>plotSeuratJackStraw Computes the plot object for jackstraw plot from the pca slot in the input sce object</p></td>
       </tr><tr><td>
           <p><code><a href="plotSeuratReduction.html">plotSeuratReduction()</a></code> </p>
         </td>
-        <td><p>plotSeuratReduction
-Plots the selected dimensionality reduction method</p></td>
+        <td><p>plotSeuratReduction Plots the selected dimensionality reduction method</p></td>
       </tr><tr><td>
           <p><code><a href="plotSoupXResults.html">plotSoupXResults()</a></code> </p>
         </td>
@@ -1165,8 +1096,7 @@ <h2 id="visualization">Visualization <a href="#visualization" class="anchor" ari
       </tr><tr><td>
           <p><code><a href="plotTSCANClusterDEG.html">plotTSCANClusterDEG()</a></code> </p>
         </td>
-        <td><p>Plot features identified by <code>runTSCANClusterDEAnalysis</code> on
-cell 2D embedding with MST overlaid</p></td>
+        <td><p>Plot features identified by <code><a href="https://rdrr.io/pkg/singleCellTK/man/runTSCANClusterDEAnalysis.html" class="external-link">runTSCANClusterDEAnalysis</a></code> on cell 2D embedding with MST overlaid</p></td>
       </tr><tr><td>
           <p><code><a href="plotTSCANClusterPseudo.html">plotTSCANClusterPseudo()</a></code> </p>
         </td>
@@ -1234,54 +1164,39 @@ <h2 id="report-generation">Report Generation <a href="#report-generation" class=
       </tr><tr><td>
           <p><code><a href="reportSeurat.html">reportSeurat()</a></code> </p>
         </td>
-        <td><p>Generates an HTML report for the complete Seurat workflow and returns the
- SCE object with the results computed and stored inside the object.</p></td>
+        <td><p>Generates an HTML report for the complete Seurat workflow and returns the SCE object with the results computed and stored inside the object.</p></td>
       </tr><tr><td>
           <p><code><a href="reportSeuratClustering.html">reportSeuratClustering()</a></code> </p>
         </td>
-        <td><p>Generates an HTML report for Seurat Clustering and returns the SCE object
- with the results computed and stored inside the object.</p></td>
+        <td><p>Generates an HTML report for Seurat Clustering and returns the SCE object with the results computed and stored inside the object.</p></td>
       </tr><tr><td>
           <p><code><a href="reportSeuratDimRed.html">reportSeuratDimRed()</a></code> </p>
         </td>
-        <td><p>Generates an HTML report for Seurat Dimensionality Reduction
- and returns the SCE object with the results computed and stored
- inside the object.</p></td>
+        <td><p>Generates an HTML report for Seurat Dimensionality Reduction and returns the SCE object with the results computed and stored inside the object.</p></td>
       </tr><tr><td>
           <p><code><a href="reportSeuratFeatureSelection.html">reportSeuratFeatureSelection()</a></code> </p>
         </td>
-        <td><p>Generates an HTML report for Seurat Feature Selection and returns the
-SCE object with the results computed and stored inside the object.</p></td>
+        <td><p>Generates an HTML report for Seurat Feature Selection and returns the SCE object with the results computed and stored inside the object.</p></td>
       </tr><tr><td>
           <p><code><a href="reportSeuratMarkerSelection.html">reportSeuratMarkerSelection()</a></code> </p>
         </td>
-        <td><p>Generates an HTML report for Seurat Results (including Clustering &amp; Marker
- Selection) and returns the SCE object with the results computed and stored
- inside the object.</p></td>
+        <td><p>Generates an HTML report for Seurat Results (including Clustering &amp; Marker Selection) and returns the SCE object with the results computed and stored inside the object.</p></td>
       </tr><tr><td>
           <p><code><a href="reportSeuratNormalization.html">reportSeuratNormalization()</a></code> </p>
         </td>
-        <td><p>Generates an HTML report for Seurat Normalization
- and returns the SCE object with the results computed and stored
- inside the object.</p></td>
+        <td><p>Generates an HTML report for Seurat Normalization and returns the SCE object with the results computed and stored inside the object.</p></td>
       </tr><tr><td>
           <p><code><a href="reportSeuratResults.html">reportSeuratResults()</a></code> </p>
         </td>
-        <td><p>Generates an HTML report for Seurat Results (including Clustering &amp; Marker
- Selection) and returns the SCE object with the results computed and stored
- inside the object.</p></td>
+        <td><p>Generates an HTML report for Seurat Results (including Clustering &amp; Marker Selection) and returns the SCE object with the results computed and stored inside the object.</p></td>
       </tr><tr><td>
           <p><code><a href="reportSeuratRun.html">reportSeuratRun()</a></code> </p>
         </td>
-        <td><p>Generates an HTML report for Seurat Run (including Normalization,
- Feature Selection, Dimensionality Reduction &amp; Clustering) and returns the
- SCE object with the results computed and stored inside the object.</p></td>
+        <td><p>Generates an HTML report for Seurat Run (including Normalization, Feature Selection, Dimensionality Reduction &amp; Clustering) and returns the SCE object with the results computed and stored inside the object.</p></td>
       </tr><tr><td>
           <p><code><a href="reportSeuratScaling.html">reportSeuratScaling()</a></code> </p>
         </td>
-        <td><p>Generates an HTML report for Seurat Scaling
- and returns the SCE object with the results computed and stored
- inside the object.</p></td>
+        <td><p>Generates an HTML report for Seurat Scaling and returns the SCE object with the results computed and stored inside the object.</p></td>
       </tr></tbody><tbody><tr><th colspan="2">
           <h2 id="exporting-results">Exporting Results <a href="#exporting-results" class="anchor" aria-hidden="true"></a></h2>
           <p class="section-desc"></p>
@@ -1297,8 +1212,7 @@ <h2 id="exporting-results">Exporting Results <a href="#exporting-results" class=
       </tr><tr><td>
           <p><code><a href="exportSCEtoAnnData.html">exportSCEtoAnnData()</a></code> </p>
         </td>
-        <td><p>Export a <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> R object as
-Python annData object</p></td>
+        <td><p>Export a <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> R object as Python annData object</p></td>
       </tr><tr><td>
           <p><code><a href="exportSCEtoFlatFile.html">exportSCEtoFlatFile()</a></code> </p>
         </td>
@@ -1310,13 +1224,11 @@ <h2 id="datasets">Datasets <a href="#datasets" class="anchor" aria-hidden="true"
       </tr></tbody><tbody><tr><td>
           <p><code><a href="mouseBrainSubsetSCE.html">mouseBrainSubsetSCE</a></code> </p>
         </td>
-        <td><p>Example Single Cell RNA-Seq data in SingleCellExperiment Object, GSE60361
-subset</p></td>
+        <td><p>Example Single Cell RNA-Seq data in SingleCellExperiment Object, GSE60361 subset</p></td>
       </tr><tr><td>
           <p><code><a href="sceBatches.html">sceBatches</a></code> </p>
         </td>
-        <td><p>Example Single Cell RNA-Seq data in SingleCellExperiment object, with
-different batches annotated</p></td>
+        <td><p>Example Single Cell RNA-Seq data in SingleCellExperiment object, with different batches annotated</p></td>
       </tr><tr><td>
           <p><code><a href="MitoGenes.html">MitoGenes</a></code> </p>
         </td>
@@ -1328,8 +1240,7 @@ <h2 id="datasets">Datasets <a href="#datasets" class="anchor" aria-hidden="true"
       </tr><tr><td>
           <p><code><a href="sce.html">scExample</a></code> </p>
         </td>
-        <td><p>Example Single Cell RNA-Seq data in SingleCellExperiment Object,
-subset of 10x public dataset</p></td>
+        <td><p>Example Single Cell RNA-Seq data in SingleCellExperiment Object, subset of 10x public dataset</p></td>
       </tr><tr><td>
           <p><code><a href="SEG.html">SEG</a></code> </p>
         </td>
@@ -1341,54 +1252,43 @@ <h2 id="other-data-processing">Other Data Processing <a href="#other-data-proces
       </tr></tbody><tbody><tr><td>
           <p><code><a href="expData-ANY-character-method.html">expData(<i>&lt;ANY&gt;</i>,<i>&lt;character&gt;</i>)</a></code> </p>
         </td>
-        <td><p>expData
-Get data item from an input <code>SingleCellExperiment</code> object. The data item can be an <code>assay</code>, <code>altExp</code> (subset) or a <code>reducedDim</code>, which is retrieved based on the name of the data item.</p></td>
+        <td><p>expData Get data item from an input <code>SingleCellExperiment</code> object. The data item can be an <code>assay</code>, <code>altExp</code> (subset) or a <code>reducedDim</code>, which is retrieved based on the name of the data item.</p></td>
       </tr><tr><td>
           <p><code><a href="expData-set-ANY-character-CharacterOrNullOrMissing-logical-method.html">`expData&lt;-`(<i>&lt;ANY&gt;</i>,<i>&lt;character&gt;</i>,<i>&lt;CharacterOrNullOrMissing&gt;</i>,<i>&lt;logical&gt;</i>)</a></code> </p>
         </td>
-        <td><p>expData
-Store data items using tags to identify the type of data item stored. To be used as a replacement for assay&lt;- setter function but with additional parameter to set a tag to a data item.</p></td>
+        <td><p>expData Store data items using tags to identify the type of data item stored. To be used as a replacement for assay&lt;- setter function but with additional parameter to set a tag to a data item.</p></td>
       </tr><tr><td>
           <p><code><a href="expData-set.html">`expData&lt;-`()</a></code> </p>
         </td>
-        <td><p>expData
-Store data items using tags to identify the type of data item stored. To be used as a replacement for assay&lt;- setter function but with additional parameter to set a tag to a data item.</p></td>
+        <td><p>expData Store data items using tags to identify the type of data item stored. To be used as a replacement for assay&lt;- setter function but with additional parameter to set a tag to a data item.</p></td>
       </tr><tr><td>
           <p><code><a href="expData.html">expData()</a></code> </p>
         </td>
-        <td><p>expData
-Get data item from an input <code>SingleCellExperiment</code> object. The data item can be an <code>assay</code>, <code>altExp</code> (subset) or a <code>reducedDim</code>, which is retrieved based on the name of the data item.</p></td>
+        <td><p>expData Get data item from an input <code>SingleCellExperiment</code> object. The data item can be an <code>assay</code>, <code>altExp</code> (subset) or a <code>reducedDim</code>, which is retrieved based on the name of the data item.</p></td>
       </tr><tr><td>
           <p><code><a href="expDataNames-ANY-method.html">expDataNames(<i>&lt;ANY&gt;</i>)</a></code> </p>
         </td>
-        <td><p>expDataNames
-Get names of all the data items in the input <code>SingleCellExperiment</code> object including assays, altExps and reducedDims.</p></td>
+        <td><p>expDataNames Get names of all the data items in the input <code>SingleCellExperiment</code> object including assays, altExps and reducedDims.</p></td>
       </tr><tr><td>
           <p><code><a href="expDataNames.html">expDataNames()</a></code> </p>
         </td>
-        <td><p>expDataNames
-Get names of all the data items in the input <code>SingleCellExperiment</code> object including assays, altExps and reducedDims.</p></td>
+        <td><p>expDataNames Get names of all the data items in the input <code>SingleCellExperiment</code> object including assays, altExps and reducedDims.</p></td>
       </tr><tr><td>
           <p><code><a href="expDeleteDataTag.html">expDeleteDataTag()</a></code> </p>
         </td>
-        <td><p>expDeleteDataTag
-Remove tag against an input data from the stored tag information in the metadata of the input object.</p></td>
+        <td><p>expDeleteDataTag Remove tag against an input data from the stored tag information in the metadata of the input object.</p></td>
       </tr><tr><td>
           <p><code><a href="expSetDataTag.html">expSetDataTag()</a></code> </p>
         </td>
-        <td><p>expSetDataTag
-Set tag to an assay or a data item in the input SCE object.</p></td>
+        <td><p>expSetDataTag Set tag to an assay or a data item in the input SCE object.</p></td>
       </tr><tr><td>
           <p><code><a href="expTaggedData.html">expTaggedData()</a></code> </p>
         </td>
-        <td><p>expTaggedData
-Returns a list of names of data items from the 
-input <code>SingleCellExperiment</code> object based upon the input parameters.</p></td>
+        <td><p>expTaggedData Returns a list of names of data items from the input <code>SingleCellExperiment</code> object based upon the input parameters.</p></td>
       </tr><tr><td>
           <p><code><a href="calcEffectSizes.html">calcEffectSizes()</a></code> </p>
         </td>
-        <td><p>Finds the effect sizes for all genes in the original dataset, regardless of
-significance.</p></td>
+        <td><p>Finds the effect sizes for all genes in the original dataset, regardless of significance.</p></td>
       </tr><tr><td>
           <p><code><a href="combineSCE.html">combineSCE()</a></code> </p>
         </td>
@@ -1396,13 +1296,11 @@ <h2 id="other-data-processing">Other Data Processing <a href="#other-data-proces
       </tr><tr><td>
           <p><code><a href="convertSCEToSeurat.html">convertSCEToSeurat()</a></code> </p>
         </td>
-        <td><p>convertSCEToSeurat
-Converts sce object to seurat while retaining all assays and metadata</p></td>
+        <td><p>convertSCEToSeurat Converts sce object to seurat while retaining all assays and metadata</p></td>
       </tr><tr><td>
           <p><code><a href="convertSeuratToSCE.html">convertSeuratToSCE()</a></code> </p>
         </td>
-        <td><p>convertSeuratToSCE
-Converts the input seurat object to a sce object</p></td>
+        <td><p>convertSeuratToSCE Converts the input seurat object to a sce object</p></td>
       </tr><tr><td>
           <p><code><a href="constructSCE.html">constructSCE()</a></code> </p>
         </td>
@@ -1426,13 +1324,11 @@ <h2 id="other-data-processing">Other Data Processing <a href="#other-data-proces
       </tr><tr><td>
           <p><code><a href="downSampleCells.html">downSampleCells()</a></code> </p>
         </td>
-        <td><p>Estimate numbers of detected genes, significantly differentially expressed
-genes, and median significant effect size</p></td>
+        <td><p>Estimate numbers of detected genes, significantly differentially expressed genes, and median significant effect size</p></td>
       </tr><tr><td>
           <p><code><a href="downSampleDepth.html">downSampleDepth()</a></code> </p>
         </td>
-        <td><p>Estimate numbers of detected genes, significantly differentially expressed
-genes, and median significant effect size</p></td>
+        <td><p>Estimate numbers of detected genes, significantly differentially expressed genes, and median significant effect size</p></td>
       </tr><tr><td>
           <p><code><a href="featureIndex.html">featureIndex()</a></code> </p>
         </td>
@@ -1484,13 +1380,11 @@ <h2 id="other-data-processing">Other Data Processing <a href="#other-data-proces
       </tr><tr><td>
           <p><code><a href="generateSimulatedData.html">generateSimulatedData()</a></code> </p>
         </td>
-        <td><p>Generates a single simulated dataset, bootstrapping from the input counts
-matrix.</p></td>
+        <td><p>Generates a single simulated dataset, bootstrapping from the input counts matrix.</p></td>
       </tr><tr><td>
           <p><code><a href="getBiomarker.html">getBiomarker()</a></code> </p>
         </td>
-        <td><p>Given a list of genes and a SingleCellExperiment object, return
-the binary or continuous expression of the genes.</p></td>
+        <td><p>Given a list of genes and a SingleCellExperiment object, return the binary or continuous expression of the genes.</p></td>
       </tr><tr><td>
           <p><code><a href="getSceParams.html">getSceParams()</a></code> </p>
         </td>
@@ -1514,13 +1408,11 @@ <h2 id="other-data-processing">Other Data Processing <a href="#other-data-proces
       </tr><tr><td>
           <p><code><a href="subDiffEx.html">subDiffEx()</a></code> <code><a href="subDiffEx.html">subDiffExttest()</a></code> <code><a href="subDiffEx.html">subDiffExANOVA()</a></code> </p>
         </td>
-        <td><p>Passes the output of generateSimulatedData() to differential expression
-tests, picking either t-tests or ANOVA for data with only two conditions or
-multiple conditions, respectively.</p></td>
+        <td><p>Passes the output of generateSimulatedData() to differential expression tests, picking either t-tests or ANOVA for data with only two conditions or multiple conditions, respectively.</p></td>
       </tr><tr><td>
           <p><code><a href="summarizeSCE.html">summarizeSCE()</a></code> </p>
         </td>
-        <td><p>Summarize an assay in a SingleCellExperiment</p></td>
+        <td><p>Summarize an assay in a <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></p></td>
       </tr></tbody><tbody><tr><th colspan="2">
           <h2 id="python-environment-setting">Python Environment Setting <a href="#python-environment-setting" class="anchor" aria-hidden="true"></a></h2>
           <p class="section-desc"></p>
@@ -1554,15 +1446,15 @@ <h2 id="python-environment-setting">Python Environment Setting <a href="#python-
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/iterateSimulations.html b/docs/reference/iterateSimulations.html
index 3953dfad4..eb12c62e6 100644
--- a/docs/reference/iterateSimulations.html
+++ b/docs/reference/iterateSimulations.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Returns significance data from a snapshot. — iterateSimulations • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Returns significance data from a snapshot. — iterateSimulations"><meta property="og:description" content="Returns significance data from a snapshot."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Returns significance data from a snapshot. — iterateSimulations • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Returns significance data from a snapshot. — iterateSimulations"><meta property="og:description" content="Returns significance data from a snapshot."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -220,39 +220,39 @@ <h1>Returns significance data from a snapshot.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>originalData</dt>
+
+
+<dl><dt id="arg-originaldata">originalData<a class="anchor" aria-label="anchor" href="#arg-originaldata"></a></dt>
 <dd><p>The SingleCellExperiment object storing all
 assay data from the shiny app.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Character. The name of the assay to be used for subsampling.</p></dd>
 
 
-<dt>realLabels</dt>
+<dt id="arg-reallabels">realLabels<a class="anchor" aria-label="anchor" href="#arg-reallabels"></a></dt>
 <dd><p>Character. The name of the condition of interest. Must match
 a name from sample data.</p></dd>
 
 
-<dt>totalReads</dt>
+<dt id="arg-totalreads">totalReads<a class="anchor" aria-label="anchor" href="#arg-totalreads"></a></dt>
 <dd><p>Numeric. The total number of reads in the simulated
 dataset, to be split between all simulated cells.</p></dd>
 
 
-<dt>cells</dt>
+<dt id="arg-cells">cells<a class="anchor" aria-label="anchor" href="#arg-cells"></a></dt>
 <dd><p>Numeric. The number of virtual cells to simulate.</p></dd>
 
 
-<dt>iterations</dt>
+<dt id="arg-iterations">iterations<a class="anchor" aria-label="anchor" href="#arg-iterations"></a></dt>
 <dd><p>Numeric. How many times should each experimental design be
 simulated.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A matrix of significance information from a snapshot</p>
+    <p>A matrix of significance information from a snapshot</p>
     </div>
 
     <div id="ref-examples">
@@ -275,15 +275,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/listSampleSummaryStatsTables.html b/docs/reference/listSampleSummaryStatsTables.html
index cedbb03f3..8750eb067 100644
--- a/docs/reference/listSampleSummaryStatsTables.html
+++ b/docs/reference/listSampleSummaryStatsTables.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Lists the table of SCTK QC outputs stored within the metadata. — listSampleSummaryStatsTables • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Lists the table of SCTK QC outputs stored within the metadata. — listSampleSummaryStatsTables"><meta property="og:description" content="Returns a character vector of the tables
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Lists the table of SCTK QC outputs stored within the metadata. — listSampleSummaryStatsTables • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Lists the table of SCTK QC outputs stored within the metadata. — listSampleSummaryStatsTables"><meta property="og:description" content="Returns a character vector of the tables
 within the metadata slot of the SingleCellExperiment object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -212,26 +212,26 @@ <h1>Lists the table of SCTK QC outputs stored within the metadata.</h1>
     <div id="ref-usage">
     <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">listSampleSummaryStatsTables</span><span class="op">(</span><span class="va">inSCE</span>, <span class="va">...</span><span class="op">)</span></span>
 <span></span>
-<span><span class="co"># S4 method for SingleCellExperiment</span></span>
+<span><span class="co"># S4 method for class 'SingleCellExperiment'</span></span>
 <span><span class="fu">listSampleSummaryStatsTables</span><span class="op">(</span><span class="va">inSCE</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div>
     </div>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 table within the metadata data. Required.</p></dd>
 
 
-<dt>...</dt>
+<dt id="arg--">...<a class="anchor" aria-label="anchor" href="#arg--"></a></dt>
 <dd><p>Other arguments passed to the function.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A character vector. Contains a list of summary tables
+    <p>A character vector. Contains a list of summary tables
 within the SingleCellExperiment object.</p>
     </div>
 
@@ -256,15 +256,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/mergeSCEColData.html b/docs/reference/mergeSCEColData.html
index 6e011167b..be58035b0 100644
--- a/docs/reference/mergeSCEColData.html
+++ b/docs/reference/mergeSCEColData.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Merging colData from two singleCellExperiment objects — mergeSCEColData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Merging colData from two singleCellExperiment objects — mergeSCEColData"><meta property="og:description" content="Merges colData of the singleCellExperiment objects
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Merging colData from two singleCellExperiment objects — mergeSCEColData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Merging colData from two singleCellExperiment objects — mergeSCEColData"><meta property="og:description" content="Merges colData of the singleCellExperiment objects
  obtained from the same dataset which contain differing colData.
  (i.e. raw data and filtered data)"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -217,31 +217,31 @@ <h1>Merging colData from two singleCellExperiment objects</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE1</dt>
+
+
+<dl><dt id="arg-insce-">inSCE1<a class="anchor" aria-label="anchor" href="#arg-insce-"></a></dt>
 <dd><p>Input SingleCellExperiment object. The function will output this
 singleCellExperiment object with a combined colData from inSCE1 and inSCE2.</p></dd>
 
 
-<dt>inSCE2</dt>
+<dt id="arg-insce-">inSCE2<a class="anchor" aria-label="anchor" href="#arg-insce-"></a></dt>
 <dd><p>Input SingleCellExperiment object. colData from this object
 will be merged with colData from inSCE1 and loaded into inSCE1.</p></dd>
 
 
-<dt>id1</dt>
+<dt id="arg-id-">id1<a class="anchor" aria-label="anchor" href="#arg-id-"></a></dt>
 <dd><p>Character vector. Column in colData of inSCE1 that will be
 used to combine inSCE1 and inSCE2. Default "column_name"</p></dd>
 
 
-<dt>id2</dt>
+<dt id="arg-id-">id2<a class="anchor" aria-label="anchor" href="#arg-id-"></a></dt>
 <dd><p>Character vector. Column in colData of inSCE2 that will be
 used to combine inSCE1 and inSCE2. Default "column_name"</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>SingleCellExperiment object containing combined colData from
+    <p>SingleCellExperiment object containing combined colData from
  both singleCellExperiment for samples in inSCE1.</p>
     </div>
 
@@ -270,15 +270,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/mouseBrainSubsetSCE.html b/docs/reference/mouseBrainSubsetSCE.html
index 518997f0a..ddc880e86 100644
--- a/docs/reference/mouseBrainSubsetSCE.html
+++ b/docs/reference/mouseBrainSubsetSCE.html
@@ -1,7 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Example Single Cell RNA-Seq data in SingleCellExperiment Object, GSE60361
-subset — mouseBrainSubsetSCE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Example Single Cell RNA-Seq data in SingleCellExperiment Object, GSE60361
-subset — mouseBrainSubsetSCE"><meta property="og:description" content="A subset of 30 cells from a single cell RNA-Seq experiment from Zeisel, et
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Example Single Cell RNA-Seq data in SingleCellExperiment Object, GSE60361 subset — mouseBrainSubsetSCE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Example Single Cell RNA-Seq data in SingleCellExperiment Object, GSE60361 subset — mouseBrainSubsetSCE"><meta property="og:description" content="A subset of 30 cells from a single cell RNA-Seq experiment from Zeisel, et
 al. Science 2015. The data was produced from cells from the mouse
 somatosensory cortex (S1) and hippocampus (CA1). 15 of the cells were
 identified as oligodendrocytes and 15 of the cell were identified as
@@ -9,7 +7,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +21,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +29,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +38,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +63,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,26 +184,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Example Single Cell RNA-Seq data in SingleCellExperiment Object, GSE60361
-subset</h1>
+    <h1>Example Single Cell RNA-Seq data in SingleCellExperiment Object, GSE60361 subset</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/data.R" class="external-link"><code>R/data.R</code></a></small>
     <div class="hidden name"><code>mouseBrainSubsetSCE.Rd</code></div>
     </div>
@@ -232,9 +229,7 @@ <h2>Source</h2>
     </div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A subset of 30 cells from a single cell RNA-Seq experiment</p>
+    <p>A subset of 30 cells from a single cell RNA-Seq experiment</p>
     </div>
 
     <div id="ref-examples">
@@ -254,15 +249,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/msigdb_table.html b/docs/reference/msigdb_table.html
index 30b22c63e..b055b181b 100644
--- a/docs/reference/msigdb_table.html
+++ b/docs/reference/msigdb_table.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>MSigDB gene get Category table — msigdb_table • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="MSigDB gene get Category table — msigdb_table"><meta property="og:description" content="A table of gene set categories that can be download from MSigDB. The
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 categories and descriptions can be found here:
 https://www.gsea-msigdb.org/gsea/msigdb/collections.jsp. The IDs in the
 first column can be used to retrieve the gene sets for these categories
@@ -7,7 +7,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
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@@ -21,7 +21,7 @@
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       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -29,7 +29,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
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 <li>
@@ -38,7 +38,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
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+
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   <ul class="dropdown-menu" role="menu"><li>
@@ -63,7 +63,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
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   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -184,20 +184,20 @@
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   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
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+
 
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@@ -225,9 +225,7 @@ <h2>Format</h2>
     </div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A table of gene set categories</p>
+    <p>A table of gene set categories</p>
     </div>
 
     <div id="ref-examples">
@@ -247,15 +245,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/docs/reference/plotBarcodeRankDropsResults-1.png b/docs/reference/plotBarcodeRankDropsResults-1.png
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diff --git a/docs/reference/plotBarcodeRankDropsResults.html b/docs/reference/plotBarcodeRankDropsResults.html
index 13e52276c..84be86a14 100644
--- a/docs/reference/plotBarcodeRankDropsResults.html
+++ b/docs/reference/plotBarcodeRankDropsResults.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runBarcodeRankDrops outputs. — plotBarcodeRankDropsResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runBarcodeRankDrops outputs. — plotBarcodeRankDropsResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
-runBarcodeRankDrops function stored in the metadata slot of 
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runBarcodeRankDrops outputs. — plotBarcodeRankDropsResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runBarcodeRankDrops outputs. — plotBarcodeRankDropsResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
+runBarcodeRankDrops function stored in the metadata slot of
 the SingleCellExperiment object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
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     <span class="fab fa-github fa-lg"></span>
-     
+
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 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -207,7 +207,7 @@ <h1>Plots for runBarcodeRankDrops outputs.</h1>
 
     <div class="ref-description">
     <p>A wrapper function which visualizes outputs from the
-<code>runBarcodeRankDrops</code> function stored in the <code>metadata</code> slot of 
+<code>runBarcodeRankDrops</code> function stored in the <code>metadata</code> slot of
 the SingleCellExperiment object.</p>
     </div>
 
@@ -226,54 +226,54 @@ <h1>Plots for runBarcodeRankDrops outputs.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results from
 <code><a href="runBarcodeRankDrops.html">runBarcodeRankDrops</a></code>. Required.</p></dd>
 
 
-<dt>sample</dt>
-<dd><p>Character vector or colData variable name. Indicates which 
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
+<dd><p>Character vector or colData variable name. Indicates which
 sample each cell belongs to. Default <code>NULL</code>.</p></dd>
 
 
-<dt>defaultTheme</dt>
-<dd><p>Removes grid in plot and sets axis title size to 
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
+<dd><p>Removes grid in plot and sets axis title size to
 <code>10</code> when <code>TRUE</code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default <code>0.5</code>.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default <code>18</code>.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default <code>15</code>.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default <code>18</code>.</p></dd>
 
 
-<dt>legendSize</dt>
+<dt id="arg-legendsize">legendSize<a class="anchor" aria-label="anchor" href="#arg-legendsize"></a></dt>
 <dd><p>size of legend. Default <code>15</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>list of .ggplot objects</p>
+    <p>list of .ggplot objects</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runBarcodeRankDrops.html">runBarcodeRankDrops</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:02 2024 ... Running 'barcodeRanks'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:11 2025 ... Running 'barcodeRanks'</span>
 <span class="r-in"><span><span class="fu">plotBarcodeRankDropsResults</span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> $scatterBarcodeRank</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span><span style="color: #00BB00;">log-10</span> transformation introduced infinite values.</span>
@@ -293,15 +293,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotBarcodeRankScatter-1.png b/docs/reference/plotBarcodeRankScatter-1.png
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diff --git a/docs/reference/plotBarcodeRankScatter.html b/docs/reference/plotBarcodeRankScatter.html
index aa6b33c4a..5ab56e745 100644
--- a/docs/reference/plotBarcodeRankScatter.html
+++ b/docs/reference/plotBarcodeRankScatter.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runBarcodeRankDrops outputs. — plotBarcodeRankScatter • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runBarcodeRankDrops outputs. — plotBarcodeRankScatter"><meta property="og:description" content="A plotting function which visualizes outputs from the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runBarcodeRankDrops outputs. — plotBarcodeRankScatter • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runBarcodeRankDrops outputs. — plotBarcodeRankScatter"><meta property="og:description" content="A plotting function which visualizes outputs from the
  runBarcodeRankDrops function stored in the colData slot of the SingleCellExperiment
  object via scatterplot."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -232,80 +232,80 @@ <h1>Plots for runBarcodeRankDrops outputs.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results from
 <code><a href="runBarcodeRankDrops.html">runBarcodeRankDrops</a></code>. Required.</p></dd>
 
 
-<dt>sample</dt>
-<dd><p>Character vector or colData variable name. Indicates which 
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
+<dd><p>Character vector or colData variable name. Indicates which
 sample each cell belongs to. Default <code>NULL</code>.</p></dd>
 
 
-<dt>defaultTheme</dt>
-<dd><p>Removes grid in plot and sets axis title size to 
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
+<dd><p>Removes grid in plot and sets axis title size to
 <code>10</code> when <code>TRUE</code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default <code>0.1</code>.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Title of plot. Default <code>NULL</code>.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default <code>18</code>.</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default <code>NULL</code>.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default <code>NULL</code>.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default <code>12</code>.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default <code>15</code>.</p></dd>
 
 
-<dt>legendSize</dt>
+<dt id="arg-legendsize">legendSize<a class="anchor" aria-label="anchor" href="#arg-legendsize"></a></dt>
 <dd><p>size of legend. Default <code>10</code>.</p></dd>
 
 
-<dt>combinePlot</dt>
-<dd><p>Must be either <code>"all"</code>, <code>"sample"</code>, or 
-<code>"none"</code>. <code>"all"</code> will combine all plots into a single .ggplot 
-object, while <code>"sample"</code> will output a list of plots separated by 
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
+<dd><p>Must be either <code>"all"</code>, <code>"sample"</code>, or
+<code>"none"</code>. <code>"all"</code> will combine all plots into a single .ggplot
+object, while <code>"sample"</code> will output a list of plots separated by
 sample. Default <code>"all"</code>.</p></dd>
 
 
-<dt>sampleRelHeights</dt>
-<dd><p>If there are multiple samples and combining by 
+<dt id="arg-samplerelheights">sampleRelHeights<a class="anchor" aria-label="anchor" href="#arg-samplerelheights"></a></dt>
+<dd><p>If there are multiple samples and combining by
 <code>"all"</code>, the relative heights for each plot. Default <code>1</code>.</p></dd>
 
 
-<dt>sampleRelWidths</dt>
-<dd><p>If there are multiple samples and combining by 
+<dt id="arg-samplerelwidths">sampleRelWidths<a class="anchor" aria-label="anchor" href="#arg-samplerelwidths"></a></dt>
+<dd><p>If there are multiple samples and combining by
 <code>"all"</code>, the relative widths for each plot. Default <code>1</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>a ggplot object of the scatter plot.</p>
+    <p>a ggplot object of the scatter plot.</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
-    <div class="dont-index"><p><code><a href="plotBarcodeRankDropsResults.html">plotBarcodeRankDropsResults</a></code>, 
+    <div class="dont-index"><p><code><a href="plotBarcodeRankDropsResults.html">plotBarcodeRankDropsResults</a></code>,
 <code><a href="runBarcodeRankDrops.html">runBarcodeRankDrops</a></code></p></div>
     </div>
 
@@ -313,7 +313,7 @@ <h2>See also</h2>
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runBarcodeRankDrops.html">runBarcodeRankDrops</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:03 2024 ... Running 'barcodeRanks'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:12 2025 ... Running 'barcodeRanks'</span>
 <span class="r-in"><span><span class="fu">plotBarcodeRankScatter</span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span><span class="op">)</span></span></span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span><span style="color: #00BB00;">log-10</span> transformation introduced infinite values.</span>
 <span class="r-plt img"><img src="plotBarcodeRankScatter-1.png" alt="" width="700" height="433"></span>
@@ -331,15 +331,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotBatchCorrCompare-1.png b/docs/reference/plotBatchCorrCompare-1.png
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diff --git a/docs/reference/plotBatchCorrCompare.html b/docs/reference/plotBatchCorrCompare.html
index 2d7228a70..1abe20eac 100644
--- a/docs/reference/plotBatchCorrCompare.html
+++ b/docs/reference/plotBatchCorrCompare.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot comparison of batch corrected result against original assay — plotBatchCorrCompare • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot comparison of batch corrected result against original assay — plotBatchCorrCompare"><meta property="og:description" content="Plot comparison of batch corrected result against original assay"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot comparison of batch corrected result against original assay — plotBatchCorrCompare • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot comparison of batch corrected result against original assay — plotBatchCorrCompare"><meta property="og:description" content="Plot comparison of batch corrected result against original assay"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -222,40 +222,42 @@ <h1>Plot comparison of batch corrected result against original assay</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>SingleCellExperiment inherited object.</p></dd>
 
 
-<dt>corrMat</dt>
+<dt id="arg-corrmat">corrMat<a class="anchor" aria-label="anchor" href="#arg-corrmat"></a></dt>
 <dd><p>A single character indicating the name of the corrected matrix.</p></dd>
 
 
-<dt>batch</dt>
+<dt id="arg-batch">batch<a class="anchor" aria-label="anchor" href="#arg-batch"></a></dt>
 <dd><p>A single character. The name of batch annotation column in
 <code>colData(inSCE)</code>.</p></dd>
 
 
-<dt>condition</dt>
+<dt id="arg-condition">condition<a class="anchor" aria-label="anchor" href="#arg-condition"></a></dt>
 <dd><p>A single character. The name of an additional covariate
 annotation column in <code>colData(inSCE)</code>.</p></dd>
 
 
-<dt>origAssay</dt>
+<dt id="arg-origassay">origAssay<a class="anchor" aria-label="anchor" href="#arg-origassay"></a></dt>
 <dd><p>A single character indicating what the original assay used
 for batch correction is.</p></dd>
 
 
-<dt>origLogged</dt>
+<dt id="arg-origlogged">origLogged<a class="anchor" aria-label="anchor" href="#arg-origlogged"></a></dt>
 <dd><p>Logical scalar indicating whether <code>origAssay</code> is
 log-normalized.</p></dd>
 
 
-<dt>method</dt>
+<dt id="arg-method">method<a class="anchor" aria-label="anchor" href="#arg-method"></a></dt>
 <dd><p>A single character indicating the name of the batch correction
 method. Only used for the titles of plots.</p></dd>
 
 
-<dt>matType</dt>
+<dt id="arg-mattype">matType<a class="anchor" aria-label="anchor" href="#arg-mattype"></a></dt>
 <dd><p>A single character indicating the type of the batch correction
 result matrix, choose from <code>"assay"</code>, <code>"altExp"</code>,
 <code>"reducedDim"</code>.</p></dd>
@@ -263,9 +265,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>An object of class <code>"gtable"</code>, combining four <code>ggplot</code>s.</p>
+    <p>An object of class <code>"gtable"</code>, combining four <code>ggplot</code>s.</p>
     </div>
     <div id="details">
     <h2>Details</h2>
@@ -288,8 +288,8 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="fu">logcounts</span><span class="op">(</span><span class="va">sceBatches</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log1p</a></span><span class="op">(</span><span class="fu">counts</span><span class="op">(</span><span class="va">sceBatches</span><span class="op">)</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sceBatches</span> <span class="op">&lt;-</span> <span class="fu"><a href="runLimmaBC.html">runLimmaBC</a></span><span class="op">(</span><span class="va">sceBatches</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotBatchCorrCompare</span><span class="op">(</span><span class="va">sceBatches</span>, <span class="st">"LIMMA"</span>, condition <span class="op">=</span> <span class="st">"cell_type"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:04 2024 ... Computing Scater UMAP for sample '1'.</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:07 2024 ... Computing Scater UMAP for sample '1'.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:13 2025 ... Computing Scater UMAP for sample '1'.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:17 2025 ... Computing Scater UMAP for sample '1'.</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Removed 54 rows containing missing values or values outside the scale range</span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> (`geom_point()`).</span>
 <span class="r-plt img"><img src="plotBatchCorrCompare-1.png" alt="" width="700" height="433"></span>
@@ -307,15 +307,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotBatchVariance.html b/docs/reference/plotBatchVariance.html
index 79c8edf6f..8eb4ff608 100644
--- a/docs/reference/plotBatchVariance.html
+++ b/docs/reference/plotBatchVariance.html
@@ -1,14 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot the percent of the variation that is explained by batch and condition
-in the data — plotBatchVariance • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot the percent of the variation that is explained by batch and condition
-in the data — plotBatchVariance"><meta property="og:description" content="Visualize the percent variation in the data that is explained by batch and
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot the percent of the variation that is explained by batch and condition in the data — plotBatchVariance • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot the percent of the variation that is explained by batch and condition in the data — plotBatchVariance"><meta property="og:description" content="Visualize the percent variation in the data that is explained by batch and
 condition, individually, and that explained by combining both annotations.
 Plotting only the variation explained by batch is supported but not
 recommended, because this can be confounded by potential condition."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -22,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -30,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -39,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -64,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -185,26 +183,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Plot the percent of the variation that is explained by batch and condition
-in the data</h1>
+    <h1>Plot the percent of the variation that is explained by batch and condition in the data</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/plotBatchVariance.R" class="external-link"><code>R/plotBatchVariance.R</code></a></small>
     <div class="hidden name"><code>plotBatchVariance.Rd</code></div>
     </div>
@@ -230,46 +227,46 @@ <h1>Plot the percent of the variation that is explained by batch and condition
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>SingleCellExperiment inherited object.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A single character. The name of the assay that stores the
 value to plot. For <code>useReddim</code> and <code>useAltExp</code> also. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>useReddim</dt>
+<dt id="arg-usereddim">useReddim<a class="anchor" aria-label="anchor" href="#arg-usereddim"></a></dt>
 <dd><p>A single character. The name of the dimension reduced
 matrix that stores the value to plot. Default <code>NULL</code>.</p></dd>
 
 
-<dt>useAltExp</dt>
+<dt id="arg-usealtexp">useAltExp<a class="anchor" aria-label="anchor" href="#arg-usealtexp"></a></dt>
 <dd><p>A single character. The name of the alternative experiment
 that stores an assay of the value to plot. Default <code>NULL</code>.</p></dd>
 
 
-<dt>batch</dt>
+<dt id="arg-batch">batch<a class="anchor" aria-label="anchor" href="#arg-batch"></a></dt>
 <dd><p>A single character. The name of batch annotation column in
 <code>colData(inSCE)</code>. Default <code>"batch"</code>.</p></dd>
 
 
-<dt>condition</dt>
+<dt id="arg-condition">condition<a class="anchor" aria-label="anchor" href="#arg-condition"></a></dt>
 <dd><p>A single character. The name of an additional condition
 annotation column in <code>colData(inSCE)</code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>A single character. The title text on the top. Default
 <code>NULL</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A ggplot object of a boxplot of variation explained by batch,
+    <p>A ggplot object of a boxplot of variation explained by batch,
 condition, and batch+condition.</p>
     </div>
     <div id="details">
@@ -303,15 +300,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotBcdsResults.html b/docs/reference/plotBcdsResults.html
index fc801bbec..dfee937a6 100644
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+++ b/docs/reference/plotBcdsResults.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runBcds outputs. — plotBcdsResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runBcds outputs. — plotBcdsResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runBcds outputs. — plotBcdsResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runBcds outputs. — plotBcdsResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
 runBcds function stored in the colData slot of the
 SingleCellExperiment object via various plots."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -252,182 +252,182 @@ <h1>Plots for runBcds outputs.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results from
 <code><a href="runBcds.html">runBcds</a></code>. Required.</p></dd>
 
 
-<dt>sample</dt>
-<dd><p>Character vector or colData variable name. Indicates which 
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
+<dd><p>Character vector or colData variable name. Indicates which
 sample each cell belongs to. Default <code>NULL</code>.</p></dd>
 
 
-<dt>shape</dt>
+<dt id="arg-shape">shape<a class="anchor" aria-label="anchor" href="#arg-shape"></a></dt>
 <dd><p>If provided, add shapes based on the value. Default <code>NULL</code>.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Groupings for each numeric value. A user may input a vector
-equal length to the number of the samples in <code>inSCE</code>, or can be 
+equal length to the number of the samples in <code>inSCE</code>, or can be
 retrieved from the colData slot. Default <code>NULL</code>.</p></dd>
 
 
-<dt>combinePlot</dt>
-<dd><p>Must be either <code>"all"</code>, <code>"sample"</code>, or 
-<code>"none"</code>. <code>"all"</code> will combine all plots into a single .ggplot 
-object, while <code>"sample"</code> will output a list of plots separated by 
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
+<dd><p>Must be either <code>"all"</code>, <code>"sample"</code>, or
+<code>"none"</code>. <code>"all"</code> will combine all plots into a single .ggplot
+object, while <code>"sample"</code> will output a list of plots separated by
 sample. Default <code>"all"</code>.</p></dd>
 
 
-<dt>violin</dt>
-<dd><p>Boolean. If <code>TRUE</code>, will plot the violin plot. Default 
+<dt id="arg-violin">violin<a class="anchor" aria-label="anchor" href="#arg-violin"></a></dt>
+<dd><p>Boolean. If <code>TRUE</code>, will plot the violin plot. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>boxplot</dt>
-<dd><p>Boolean. If <code>TRUE</code>, will plot boxplots for each violin 
+<dt id="arg-boxplot">boxplot<a class="anchor" aria-label="anchor" href="#arg-boxplot"></a></dt>
+<dd><p>Boolean. If <code>TRUE</code>, will plot boxplots for each violin
 plot. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>dots</dt>
+<dt id="arg-dots">dots<a class="anchor" aria-label="anchor" href="#arg-dots"></a></dt>
 <dd><p>Boolean. If <code>TRUE</code>, will plot dots for each violin plot.
 Default <code>TRUE</code>.</p></dd>
 
 
-<dt>reducedDimName</dt>
-<dd><p>Saved dimension reduction name in <code>inSCE</code>. 
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
+<dd><p>Saved dimension reduction name in <code>inSCE</code>.
 Default <code>"UMAP"</code>.</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default <code>NULL</code>.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default <code>NULL</code>.</p></dd>
 
 
-<dt>dim1</dt>
-<dd><p>1st dimension to be used for plotting. Can either be a string 
-which specifies the name of the dimension to be plotted from reducedDims, or 
-a numeric value which specifies the index of the dimension to be plotted. 
+<dt id="arg-dim-">dim1<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
+<dd><p>1st dimension to be used for plotting. Can either be a string
+which specifies the name of the dimension to be plotted from reducedDims, or
+a numeric value which specifies the index of the dimension to be plotted.
 Default is <code>NULL</code>.</p></dd>
 
 
-<dt>dim2</dt>
-<dd><p>2nd dimension to be used for plotting. Similar to <code>dim1</code>. 
+<dt id="arg-dim-">dim2<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
+<dd><p>2nd dimension to be used for plotting. Similar to <code>dim1</code>.
 Default is <code>NULL</code>.</p></dd>
 
 
-<dt>bin</dt>
-<dd><p>Numeric vector. If single value, will divide the numeric values 
+<dt id="arg-bin">bin<a class="anchor" aria-label="anchor" href="#arg-bin"></a></dt>
+<dd><p>Numeric vector. If single value, will divide the numeric values
 into <code>bin</code> groups. If more than one value, will bin numeric values using
 values as a cut point. Default <code>NULL</code>.</p></dd>
 
 
-<dt>binLabel</dt>
+<dt id="arg-binlabel">binLabel<a class="anchor" aria-label="anchor" href="#arg-binlabel"></a></dt>
 <dd><p>Character vector. Labels for the bins created by <code>bin</code>.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>defaultTheme</dt>
-<dd><p>Removes grid in plot and sets axis title size to 
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
+<dd><p>Removes grid in plot and sets axis title size to
 <code>10</code> when <code>TRUE</code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default <code>0.5</code>.</p></dd>
 
 
-<dt>summary</dt>
+<dt id="arg-summary">summary<a class="anchor" aria-label="anchor" href="#arg-summary"></a></dt>
 <dd><p>Adds a summary statistic, as well as a crossbar to the
-violin plot. Options are <code>"mean"</code> or <code>"median"</code>. Default 
+violin plot. Options are <code>"mean"</code> or <code>"median"</code>. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>summaryTextSize</dt>
+<dt id="arg-summarytextsize">summaryTextSize<a class="anchor" aria-label="anchor" href="#arg-summarytextsize"></a></dt>
 <dd><p>The text size of the summary statistic displayed
 above the violin plot. Default <code>3</code>.</p></dd>
 
 
-<dt>transparency</dt>
-<dd><p>Transparency of the dots, values will be 0-1. Default 
+<dt id="arg-transparency">transparency<a class="anchor" aria-label="anchor" href="#arg-transparency"></a></dt>
+<dd><p>Transparency of the dots, values will be 0-1. Default
 <code>1</code>.</p></dd>
 
 
-<dt>baseSize</dt>
+<dt id="arg-basesize">baseSize<a class="anchor" aria-label="anchor" href="#arg-basesize"></a></dt>
 <dd><p>The base font size for all text. Default <code>12</code>.
-Can be overwritten by <code>titleSize</code>, <code>axisSize</code>, and 
+Can be overwritten by <code>titleSize</code>, <code>axisSize</code>, and
 <code>axisLabelSize</code>, <code>legendSize</code>, <code>legendTitleSize</code>.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default <code>NULL</code>.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default <code>NULL</code>.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default <code>NULL</code>.</p></dd>
 
 
-<dt>legendSize</dt>
+<dt id="arg-legendsize">legendSize<a class="anchor" aria-label="anchor" href="#arg-legendsize"></a></dt>
 <dd><p>size of legend. Default <code>NULL</code>.</p></dd>
 
 
-<dt>legendTitleSize</dt>
+<dt id="arg-legendtitlesize">legendTitleSize<a class="anchor" aria-label="anchor" href="#arg-legendtitlesize"></a></dt>
 <dd><p>size of legend title. Default <code>NULL</code>.</p></dd>
 
 
-<dt>relHeights</dt>
-<dd><p>Relative heights of plots when combine is set. Default 
+<dt id="arg-relheights">relHeights<a class="anchor" aria-label="anchor" href="#arg-relheights"></a></dt>
+<dd><p>Relative heights of plots when combine is set. Default
 <code>1</code>.</p></dd>
 
 
-<dt>relWidths</dt>
-<dd><p>Relative widths of plots when combine is set. Default 
+<dt id="arg-relwidths">relWidths<a class="anchor" aria-label="anchor" href="#arg-relwidths"></a></dt>
+<dd><p>Relative widths of plots when combine is set. Default
 <code>c(1, 1, 1)</code>.</p></dd>
 
 
-<dt>plotNCols</dt>
-<dd><p>Number of columns when plots are combined in a grid. Default 
+<dt id="arg-plotncols">plotNCols<a class="anchor" aria-label="anchor" href="#arg-plotncols"></a></dt>
+<dd><p>Number of columns when plots are combined in a grid. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>plotNRows</dt>
-<dd><p>Number of rows when plots are combined in a grid. Default 
+<dt id="arg-plotnrows">plotNRows<a class="anchor" aria-label="anchor" href="#arg-plotnrows"></a></dt>
+<dd><p>Number of rows when plots are combined in a grid. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>labelSamples</dt>
-<dd><p>Will label sample name in title of plot if TRUE. Default 
+<dt id="arg-labelsamples">labelSamples<a class="anchor" aria-label="anchor" href="#arg-labelsamples"></a></dt>
+<dd><p>Will label sample name in title of plot if TRUE. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>samplePerColumn</dt>
-<dd><p>If <code>TRUE</code>, when there are multiple samples and 
-combining by <code>"all"</code>, the output .ggplot will have plots from each 
+<dt id="arg-samplepercolumn">samplePerColumn<a class="anchor" aria-label="anchor" href="#arg-samplepercolumn"></a></dt>
+<dd><p>If <code>TRUE</code>, when there are multiple samples and
+combining by <code>"all"</code>, the output .ggplot will have plots from each
 sample on a single column. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>sampleRelHeights</dt>
-<dd><p>If there are multiple samples and combining by 
+<dt id="arg-samplerelheights">sampleRelHeights<a class="anchor" aria-label="anchor" href="#arg-samplerelheights"></a></dt>
+<dd><p>If there are multiple samples and combining by
 <code>"all"</code>, the relative heights for each plot. Default <code>1</code>.</p></dd>
 
 
-<dt>sampleRelWidths</dt>
-<dd><p>If there are multiple samples and combining by 
+<dt id="arg-samplerelwidths">sampleRelWidths<a class="anchor" aria-label="anchor" href="#arg-samplerelwidths"></a></dt>
+<dd><p>If there are multiple samples and combining by
 <code>"all"</code>, the relative widths for each plot. Default <code>1</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>list of .ggplot objects</p>
+    <p>list of .ggplot objects</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
@@ -439,9 +439,9 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package<span class="op">=</span><span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runUMAP.html">runQuickUMAP</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:13 2024 ... Computing Scater UMAP for sample 'pbmc_4k'.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:22 2025 ... Computing Scater UMAP for sample 'pbmc_4k'.</span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runBcds.html">runBcds</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:16 2024 ... Running 'bcds'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:26 2025 ... Running 'bcds'</span>
 <span class="r-in"><span><span class="fu">plotBcdsResults</span><span class="op">(</span>inSCE<span class="op">=</span><span class="va">sce</span>, reducedDimName<span class="op">=</span><span class="st">"UMAP"</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="plotBcdsResults-1.png" alt="" width="700" height="433"></span>
 </code></pre></div>
@@ -458,15 +458,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotClusterAbundance.html b/docs/reference/plotClusterAbundance.html
index 20ab3f026..39557d2bf 100644
--- a/docs/reference/plotClusterAbundance.html
+++ b/docs/reference/plotClusterAbundance.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
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@@ -17,7 +17,7 @@
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-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
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     </div>
 
@@ -25,7 +25,7 @@
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   <a href="https://www.camplab.net/sctk" class="external-link">
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@@ -34,7 +34,7 @@
 <li class="dropdown">
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@@ -59,7 +59,7 @@
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@@ -213,33 +213,33 @@ <h1>Plot the differential Abundance</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code>
 object.</p></dd>
 
 
-<dt>cluster</dt>
+<dt id="arg-cluster">cluster<a class="anchor" aria-label="anchor" href="#arg-cluster"></a></dt>
 <dd><p>A single <code>character</code>, specifying the name to store the
 cluster label in <code>colData</code>.</p></dd>
 
 
-<dt>variable</dt>
+<dt id="arg-variable">variable<a class="anchor" aria-label="anchor" href="#arg-variable"></a></dt>
 <dd><p>A single <code>character</code>, specifying the name to store the
 phenotype labels in <code>colData</code>.</p></dd>
 
 
-<dt>combinePlot</dt>
-<dd><p>Must be either "all" or "none". "all" will combine all 
-plots into a single <code><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot</a></code> object. Default 
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
+<dd><p>Must be either "all" or "none". "all" will combine all
+plots into a single <code><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot</a></code> object. Default
 <code>"all"</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>When <code>combinePlot = "none"</code>, a <code>list</code> with 4 
-<code><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot</a></code> objects; when <code>combinePlot = "all"</code>, a 
+    <p>When <code>combinePlot = "none"</code>, a <code>list</code> with 4
+<code><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot</a></code> objects; when <code>combinePlot = "all"</code>, a
 single <code><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot</a></code> object with for subplots.</p>
     </div>
     <div id="details">
@@ -270,15 +270,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
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diff --git a/docs/reference/plotCxdsResults.html b/docs/reference/plotCxdsResults.html
index 5193a1385..f833dfbd7 100644
--- a/docs/reference/plotCxdsResults.html
+++ b/docs/reference/plotCxdsResults.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runCxds outputs. — plotCxdsResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runCxds outputs. — plotCxdsResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runCxds outputs. — plotCxdsResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runCxds outputs. — plotCxdsResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
 runCxds function stored in the colData slot of the
 SingleCellExperiment object via various plots."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -252,182 +252,182 @@ <h1>Plots for runCxds outputs.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results from
 <code><a href="runCxds.html">runCxds</a></code>. Required.</p></dd>
 
 
-<dt>sample</dt>
-<dd><p>Character vector or colData variable name. Indicates which 
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
+<dd><p>Character vector or colData variable name. Indicates which
 sample each cell belongs to. Default <code>NULL</code>.</p></dd>
 
 
-<dt>shape</dt>
+<dt id="arg-shape">shape<a class="anchor" aria-label="anchor" href="#arg-shape"></a></dt>
 <dd><p>If provided, add shapes based on the value. Default <code>NULL</code>.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Groupings for each numeric value. A user may input a vector
-equal length to the number of the samples in <code>inSCE</code>, or can be 
+equal length to the number of the samples in <code>inSCE</code>, or can be
 retrieved from the colData slot. Default <code>NULL</code>.</p></dd>
 
 
-<dt>combinePlot</dt>
-<dd><p>Must be either <code>"all"</code>, <code>"sample"</code>, or 
-<code>"none"</code>. <code>"all"</code> will combine all plots into a single .ggplot 
-object, while <code>"sample"</code> will output a list of plots separated by 
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
+<dd><p>Must be either <code>"all"</code>, <code>"sample"</code>, or
+<code>"none"</code>. <code>"all"</code> will combine all plots into a single .ggplot
+object, while <code>"sample"</code> will output a list of plots separated by
 sample. Default <code>"all"</code>.</p></dd>
 
 
-<dt>violin</dt>
-<dd><p>Boolean. If <code>TRUE</code>, will plot the violin plot. Default 
+<dt id="arg-violin">violin<a class="anchor" aria-label="anchor" href="#arg-violin"></a></dt>
+<dd><p>Boolean. If <code>TRUE</code>, will plot the violin plot. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>boxplot</dt>
-<dd><p>Boolean. If <code>TRUE</code>, will plot boxplots for each violin 
+<dt id="arg-boxplot">boxplot<a class="anchor" aria-label="anchor" href="#arg-boxplot"></a></dt>
+<dd><p>Boolean. If <code>TRUE</code>, will plot boxplots for each violin
 plot. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>dots</dt>
+<dt id="arg-dots">dots<a class="anchor" aria-label="anchor" href="#arg-dots"></a></dt>
 <dd><p>Boolean. If <code>TRUE</code>, will plot dots for each violin plot.
 Default <code>TRUE</code>.</p></dd>
 
 
-<dt>reducedDimName</dt>
-<dd><p>Saved dimension reduction name in <code>inSCE</code>. 
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
+<dd><p>Saved dimension reduction name in <code>inSCE</code>.
 Default <code>"UMAP"</code>.</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default <code>NULL</code>.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default <code>NULL</code>.</p></dd>
 
 
-<dt>dim1</dt>
-<dd><p>1st dimension to be used for plotting. Can either be a string 
-which specifies the name of the dimension to be plotted from reducedDims, or 
-a numeric value which specifies the index of the dimension to be plotted. 
+<dt id="arg-dim-">dim1<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
+<dd><p>1st dimension to be used for plotting. Can either be a string
+which specifies the name of the dimension to be plotted from reducedDims, or
+a numeric value which specifies the index of the dimension to be plotted.
 Default is <code>NULL</code>.</p></dd>
 
 
-<dt>dim2</dt>
-<dd><p>2nd dimension to be used for plotting. Similar to <code>dim1</code>. 
+<dt id="arg-dim-">dim2<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
+<dd><p>2nd dimension to be used for plotting. Similar to <code>dim1</code>.
 Default is <code>NULL</code>.</p></dd>
 
 
-<dt>bin</dt>
-<dd><p>Numeric vector. If single value, will divide the numeric values 
+<dt id="arg-bin">bin<a class="anchor" aria-label="anchor" href="#arg-bin"></a></dt>
+<dd><p>Numeric vector. If single value, will divide the numeric values
 into <code>bin</code> groups. If more than one value, will bin numeric values using
 values as a cut point. Default <code>NULL</code>.</p></dd>
 
 
-<dt>binLabel</dt>
+<dt id="arg-binlabel">binLabel<a class="anchor" aria-label="anchor" href="#arg-binlabel"></a></dt>
 <dd><p>Character vector. Labels for the bins created by <code>bin</code>.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>defaultTheme</dt>
-<dd><p>Removes grid in plot and sets axis title size to 
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
+<dd><p>Removes grid in plot and sets axis title size to
 <code>10</code> when <code>TRUE</code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default <code>0.5</code>.</p></dd>
 
 
-<dt>summary</dt>
+<dt id="arg-summary">summary<a class="anchor" aria-label="anchor" href="#arg-summary"></a></dt>
 <dd><p>Adds a summary statistic, as well as a crossbar to the
-violin plot. Options are <code>"mean"</code> or <code>"median"</code>. Default 
+violin plot. Options are <code>"mean"</code> or <code>"median"</code>. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>summaryTextSize</dt>
+<dt id="arg-summarytextsize">summaryTextSize<a class="anchor" aria-label="anchor" href="#arg-summarytextsize"></a></dt>
 <dd><p>The text size of the summary statistic displayed
 above the violin plot. Default <code>3</code>.</p></dd>
 
 
-<dt>transparency</dt>
-<dd><p>Transparency of the dots, values will be 0-1. Default 
+<dt id="arg-transparency">transparency<a class="anchor" aria-label="anchor" href="#arg-transparency"></a></dt>
+<dd><p>Transparency of the dots, values will be 0-1. Default
 <code>1</code>.</p></dd>
 
 
-<dt>baseSize</dt>
+<dt id="arg-basesize">baseSize<a class="anchor" aria-label="anchor" href="#arg-basesize"></a></dt>
 <dd><p>The base font size for all text. Default <code>12</code>.
-Can be overwritten by <code>titleSize</code>, <code>axisSize</code>, and 
+Can be overwritten by <code>titleSize</code>, <code>axisSize</code>, and
 <code>axisLabelSize</code>, <code>legendSize</code>, <code>legendTitleSize</code>.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default <code>NULL</code>.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default <code>NULL</code>.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default <code>NULL</code>.</p></dd>
 
 
-<dt>legendSize</dt>
+<dt id="arg-legendsize">legendSize<a class="anchor" aria-label="anchor" href="#arg-legendsize"></a></dt>
 <dd><p>size of legend. Default <code>NULL</code>.</p></dd>
 
 
-<dt>legendTitleSize</dt>
+<dt id="arg-legendtitlesize">legendTitleSize<a class="anchor" aria-label="anchor" href="#arg-legendtitlesize"></a></dt>
 <dd><p>size of legend title. Default <code>NULL</code>.</p></dd>
 
 
-<dt>relHeights</dt>
-<dd><p>Relative heights of plots when combine is set. Default 
+<dt id="arg-relheights">relHeights<a class="anchor" aria-label="anchor" href="#arg-relheights"></a></dt>
+<dd><p>Relative heights of plots when combine is set. Default
 <code>1</code>.</p></dd>
 
 
-<dt>relWidths</dt>
-<dd><p>Relative widths of plots when combine is set. Default 
+<dt id="arg-relwidths">relWidths<a class="anchor" aria-label="anchor" href="#arg-relwidths"></a></dt>
+<dd><p>Relative widths of plots when combine is set. Default
 <code>c(1, 1, 1)</code>.</p></dd>
 
 
-<dt>plotNCols</dt>
-<dd><p>Number of columns when plots are combined in a grid. Default 
+<dt id="arg-plotncols">plotNCols<a class="anchor" aria-label="anchor" href="#arg-plotncols"></a></dt>
+<dd><p>Number of columns when plots are combined in a grid. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>plotNRows</dt>
-<dd><p>Number of rows when plots are combined in a grid. Default 
+<dt id="arg-plotnrows">plotNRows<a class="anchor" aria-label="anchor" href="#arg-plotnrows"></a></dt>
+<dd><p>Number of rows when plots are combined in a grid. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>labelSamples</dt>
-<dd><p>Will label sample name in title of plot if TRUE. Default 
+<dt id="arg-labelsamples">labelSamples<a class="anchor" aria-label="anchor" href="#arg-labelsamples"></a></dt>
+<dd><p>Will label sample name in title of plot if TRUE. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>samplePerColumn</dt>
-<dd><p>If <code>TRUE</code>, when there are multiple samples and 
-combining by <code>"all"</code>, the output .ggplot will have plots from each 
+<dt id="arg-samplepercolumn">samplePerColumn<a class="anchor" aria-label="anchor" href="#arg-samplepercolumn"></a></dt>
+<dd><p>If <code>TRUE</code>, when there are multiple samples and
+combining by <code>"all"</code>, the output .ggplot will have plots from each
 sample on a single column. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>sampleRelHeights</dt>
-<dd><p>If there are multiple samples and combining by 
+<dt id="arg-samplerelheights">sampleRelHeights<a class="anchor" aria-label="anchor" href="#arg-samplerelheights"></a></dt>
+<dd><p>If there are multiple samples and combining by
 <code>"all"</code>, the relative heights for each plot. Default <code>1</code>.</p></dd>
 
 
-<dt>sampleRelWidths</dt>
-<dd><p>If there are multiple samples and combining by 
+<dt id="arg-samplerelwidths">sampleRelWidths<a class="anchor" aria-label="anchor" href="#arg-samplerelwidths"></a></dt>
+<dd><p>If there are multiple samples and combining by
 <code>"all"</code>, the relative widths for each plot. Default <code>1</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>list of .ggplot objects</p>
+    <p>list of .ggplot objects</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
@@ -439,9 +439,9 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package<span class="op">=</span><span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runUMAP.html">runQuickUMAP</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:22 2024 ... Computing Scater UMAP for sample 'pbmc_4k'.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:31 2025 ... Computing Scater UMAP for sample 'pbmc_4k'.</span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runCxds.html">runCxds</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:25 2024 ... Running 'cxds'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:34 2025 ... Running 'cxds'</span>
 <span class="r-in"><span><span class="fu">plotCxdsResults</span><span class="op">(</span>inSCE<span class="op">=</span><span class="va">sce</span>, reducedDimName<span class="op">=</span><span class="st">"UMAP"</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="plotCxdsResults-1.png" alt="" width="700" height="433"></span>
 </code></pre></div>
@@ -458,15 +458,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotDEGHeatmap.html b/docs/reference/plotDEGHeatmap.html
index edf797645..179390d61 100644
--- a/docs/reference/plotDEGHeatmap.html
+++ b/docs/reference/plotDEGHeatmap.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Heatmap visualization of DEG result — plotDEGHeatmap • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Heatmap visualization of DEG result — plotDEGHeatmap"><meta property="og:description" content="Heatmap visualization of DEG result"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Heatmap visualization of DEG result — plotDEGHeatmap • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Heatmap visualization of DEG result — plotDEGHeatmap"><meta property="og:description" content="Heatmap visualization of DEG result"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -236,110 +236,112 @@ <h1>Heatmap visualization of DEG result</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>SingleCellExperiment inherited object.</p></dd>
 
 
-<dt>useResult</dt>
+<dt id="arg-useresult">useResult<a class="anchor" aria-label="anchor" href="#arg-useresult"></a></dt>
 <dd><p>character. A string specifying the <code>analysisName</code>
 used when running a differential expression analysis function.</p></dd>
 
 
-<dt>onlyPos</dt>
+<dt id="arg-onlypos">onlyPos<a class="anchor" aria-label="anchor" href="#arg-onlypos"></a></dt>
 <dd><p>logical. Whether to only plot DEG with positive log2_FC
 value. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>log2fcThreshold</dt>
+<dt id="arg-log-fcthreshold">log2fcThreshold<a class="anchor" aria-label="anchor" href="#arg-log-fcthreshold"></a></dt>
 <dd><p>numeric. Only plot DEGs with the absolute values of
 log2FC larger than this value. Default <code>0.25</code>.</p></dd>
 
 
-<dt>fdrThreshold</dt>
+<dt id="arg-fdrthreshold">fdrThreshold<a class="anchor" aria-label="anchor" href="#arg-fdrthreshold"></a></dt>
 <dd><p>numeric. Only plot DEGs with FDR value smaller than this
 value. Default <code>0.05</code>.</p></dd>
 
 
-<dt>minGroup1MeanExp</dt>
+<dt id="arg-mingroup-meanexp">minGroup1MeanExp<a class="anchor" aria-label="anchor" href="#arg-mingroup-meanexp"></a></dt>
 <dd><p>numeric. Only plot DEGs with mean expression in
 group1 greater then this value. Default <code>NULL</code>.</p></dd>
 
 
-<dt>maxGroup2MeanExp</dt>
+<dt id="arg-maxgroup-meanexp">maxGroup2MeanExp<a class="anchor" aria-label="anchor" href="#arg-maxgroup-meanexp"></a></dt>
 <dd><p>numeric. Only plot DEGs with mean expression in
 group2 less then this value. Default <code>NULL</code>.</p></dd>
 
 
-<dt>minGroup1ExprPerc</dt>
+<dt id="arg-mingroup-exprperc">minGroup1ExprPerc<a class="anchor" aria-label="anchor" href="#arg-mingroup-exprperc"></a></dt>
 <dd><p>numeric. Only plot DEGs expressed in greater then
 this fraction of cells in group1. Default <code>NULL</code>.</p></dd>
 
 
-<dt>maxGroup2ExprPerc</dt>
+<dt id="arg-maxgroup-exprperc">maxGroup2ExprPerc<a class="anchor" aria-label="anchor" href="#arg-maxgroup-exprperc"></a></dt>
 <dd><p>numeric. Only plot DEGs expressed in less then this
 fraction of cells in group2. Default <code>NULL</code>.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>character. A string specifying an assay of expression value
 to plot. By default the assay used for <code><a href="runDEAnalysis.html">runMAST()</a></code> will be used.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>doLog</dt>
+<dt id="arg-dolog">doLog<a class="anchor" aria-label="anchor" href="#arg-dolog"></a></dt>
 <dd><p>Logical scalar. Whether to do <code>log(assay + 1)</code>
 transformation on the assay used for the analysis. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>featureAnnotations</dt>
+<dt id="arg-featureannotations">featureAnnotations<a class="anchor" aria-label="anchor" href="#arg-featureannotations"></a></dt>
 <dd><p><code>data.frame</code>, with <code>rownames</code> containing
 all the features going to be plotted. Character columns should be factors.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>cellAnnotations</dt>
+<dt id="arg-cellannotations">cellAnnotations<a class="anchor" aria-label="anchor" href="#arg-cellannotations"></a></dt>
 <dd><p><code>data.frame</code>, with <code>rownames</code> containing
 all the cells going to be plotted. Character columns should be factors.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>featureAnnotationColor</dt>
+<dt id="arg-featureannotationcolor">featureAnnotationColor<a class="anchor" aria-label="anchor" href="#arg-featureannotationcolor"></a></dt>
 <dd><p>A named list. Customized color settings for
 feature labeling. Should match the entries in the <code>featureAnnotations</code>
 or <code>rowDataName</code>. For each entry, there should be a list/vector of
 colors named with categories. Default <code>NULL</code>.</p></dd>
 
 
-<dt>cellAnnotationColor</dt>
+<dt id="arg-cellannotationcolor">cellAnnotationColor<a class="anchor" aria-label="anchor" href="#arg-cellannotationcolor"></a></dt>
 <dd><p>A named list. Customized color settings for
 cell labeling. Should match the entries in the <code>cellAnnotations</code> or
 <code>colDataName</code>. For each entry, there should be a list/vector of colors
 named with categories. Default <code>NULL</code>.</p></dd>
 
 
-<dt>rowDataName</dt>
+<dt id="arg-rowdataname">rowDataName<a class="anchor" aria-label="anchor" href="#arg-rowdataname"></a></dt>
 <dd><p>character. The column name(s) in <code>rowData</code> that need
 to be added to the annotation. Default <code>NULL</code>.</p></dd>
 
 
-<dt>colDataName</dt>
+<dt id="arg-coldataname">colDataName<a class="anchor" aria-label="anchor" href="#arg-coldataname"></a></dt>
 <dd><p>character. The column name(s) in <code>colData</code> that need
 to be added to the annotation. Default <code>NULL</code>.</p></dd>
 
 
-<dt>colSplitBy</dt>
+<dt id="arg-colsplitby">colSplitBy<a class="anchor" aria-label="anchor" href="#arg-colsplitby"></a></dt>
 <dd><p>character. Do semi-heatmap based on the grouping of
 this(these) annotation(s). Should exist in either <code>colDataName</code> or
 <code>names(cellAnnotations)</code>. Default <code>"condition"</code>.</p></dd>
 
 
-<dt>rowSplitBy</dt>
+<dt id="arg-rowsplitby">rowSplitBy<a class="anchor" aria-label="anchor" href="#arg-rowsplitby"></a></dt>
 <dd><p>character. Do semi-heatmap based on the grouping of
 this(these) annotation(s). Should exist in either <code>rowDataName</code> or
 <code>names(featureAnnotations)</code>. Default <code>"regulation"</code>.</p></dd>
 
 
-<dt>rowLabel</dt>
+<dt id="arg-rowlabel">rowLabel<a class="anchor" aria-label="anchor" href="#arg-rowlabel"></a></dt>
 <dd><p><code>FALSE</code> for not displaying; a variable in <code>rowData</code>
 to display feature identifiers stored there; if have run
 <code><a href="setSCTKDisplayRow.html">setSCTKDisplayRow</a></code>, display the specified feature name;
@@ -348,20 +350,18 @@ <h2>Arguments</h2>
 than 60. Default looks for <code><a href="setSCTKDisplayRow.html">setSCTKDisplayRow</a></code> information.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>character. Main title of the heatmap. Default
 <code>"DE Analysis: &lt;useResult&gt;"</code>.</p></dd>
 
 
-<dt>...</dt>
+<dt id="arg--">...<a class="anchor" aria-label="anchor" href="#arg--"></a></dt>
 <dd><p>Other arguments passed to <code><a href="plotSCEHeatmap.html">plotSCEHeatmap</a></code></p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot</a></code> object</p>
+    <p>A <code><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot</a></code> object</p>
     </div>
     <div id="details">
     <h2>Details</h2>
@@ -388,7 +388,7 @@ <h2>Examples</h2>
 <span class="r-in"><span>                   classGroup1 <span class="op">=</span> <span class="st">"alpha"</span>, classGroup2 <span class="op">=</span> <span class="st">"beta"</span>,</span></span>
 <span class="r-in"><span>                   groupName1 <span class="op">=</span> <span class="st">"w.alpha"</span>, groupName2 <span class="op">=</span> <span class="st">"w.beta"</span>,</span></span>
 <span class="r-in"><span>                   analysisName <span class="op">=</span> <span class="st">"w.aVSb"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:27 2024 ... Running DE with wilcox, Analysis name: w.aVSb</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:35 2025 ... Running DE with wilcox, Analysis name: w.aVSb</span>
 <span class="r-in"><span><span class="fu">plotDEGHeatmap</span><span class="op">(</span><span class="va">sce.w</span>, <span class="st">"w.aVSb"</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="plotDEGHeatmap-1.png" alt="" width="700" height="433"></span>
 </code></pre></div>
@@ -405,15 +405,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotDEGRegression.html b/docs/reference/plotDEGRegression.html
index eaced7390..17264351b 100644
--- a/docs/reference/plotDEGRegression.html
+++ b/docs/reference/plotDEGRegression.html
@@ -1,9 +1,9 @@
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-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Create linear regression plot to show the expression the of top DEGs — plotDEGRegression • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create linear regression plot to show the expression the of top DEGs — plotDEGRegression"><meta property="og:description" content="Create linear regression plot to show the expression the of top DEGs"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Create linear regression plot to show the expression the of top DEGs — plotDEGRegression • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create linear regression plot to show the expression the of top DEGs — plotDEGRegression"><meta property="og:description" content="Create linear regression plot to show the expression the of top DEGs"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-    
+
 
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@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
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@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -223,55 +223,55 @@ <h1>Create linear regression plot to show the expression the of top DEGs</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>SingleCellExperiment inherited object.</p></dd>
 
 
-<dt>useResult</dt>
+<dt id="arg-useresult">useResult<a class="anchor" aria-label="anchor" href="#arg-useresult"></a></dt>
 <dd><p>character. A string specifying the <code>analysisName</code>
 used when running a differential expression analysis function.</p></dd>
 
 
-<dt>threshP</dt>
+<dt id="arg-threshp">threshP<a class="anchor" aria-label="anchor" href="#arg-threshp"></a></dt>
 <dd><p>logical. Whether to plot threshold values from adaptive
 thresholding, instead of using the assay used by when performing DE analysis.
 Default <code>FALSE</code>.</p></dd>
 
 
-<dt>labelBy</dt>
+<dt id="arg-labelby">labelBy<a class="anchor" aria-label="anchor" href="#arg-labelby"></a></dt>
 <dd><p>A single character for a column of <code>rowData(inSCE)</code> as
 where to search for the labeling text. Default <code>NULL</code>.</p></dd>
 
 
-<dt>nrow</dt>
+<dt id="arg-nrow">nrow<a class="anchor" aria-label="anchor" href="#arg-nrow"></a></dt>
 <dd><p>Integer. Number of rows in the plot grid. Default <code>6</code>.</p></dd>
 
 
-<dt>ncol</dt>
+<dt id="arg-ncol">ncol<a class="anchor" aria-label="anchor" href="#arg-ncol"></a></dt>
 <dd><p>Integer. Number of columns in the plot grid. Default <code>6</code>.</p></dd>
 
 
-<dt>defaultTheme</dt>
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
 <dd><p>Logical scalar. Whether to use default SCTK theme in
 ggplot. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>isLogged</dt>
+<dt id="arg-islogged">isLogged<a class="anchor" aria-label="anchor" href="#arg-islogged"></a></dt>
 <dd><p>Logical scalar. Whether the assay used for the analysis is
 logged. If not, will do a <code>log(assay + 1)</code> transformation. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>check_sanity</dt>
+<dt id="arg-check-sanity">check_sanity<a class="anchor" aria-label="anchor" href="#arg-check-sanity"></a></dt>
 <dd><p>Logical scalar. Whether to perform MAST's sanity check
 to see if the counts are logged. Default <code>TRUE</code></p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A ggplot object of linear regression</p>
+    <p>A ggplot object of linear regression</p>
     </div>
     <div id="details">
     <h2>Details</h2>
@@ -288,7 +288,7 @@ <h2>Examples</h2>
 <span class="r-in"><span>                   classGroup1 <span class="op">=</span> <span class="st">"alpha"</span>, classGroup2 <span class="op">=</span> <span class="st">"beta"</span>,</span></span>
 <span class="r-in"><span>                   groupName1 <span class="op">=</span> <span class="st">"w.alpha"</span>, groupName2 <span class="op">=</span> <span class="st">"w.beta"</span>,</span></span>
 <span class="r-in"><span>                   analysisName <span class="op">=</span> <span class="st">"w.aVSb"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:30 2024 ... Running DE with wilcox, Analysis name: w.aVSb</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:38 2025 ... Running DE with wilcox, Analysis name: w.aVSb</span>
 <span class="r-in"><span><span class="fu">plotDEGRegression</span><span class="op">(</span><span class="va">sce.w</span>, <span class="st">"w.aVSb"</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="plotDEGRegression-1.png" alt="" width="700" height="433"></span>
 </code></pre></div>
@@ -305,15 +305,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotDEGViolin-1.png b/docs/reference/plotDEGViolin-1.png
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diff --git a/docs/reference/plotDEGViolin.html b/docs/reference/plotDEGViolin.html
index cff518077..d4fb1aa53 100644
--- a/docs/reference/plotDEGViolin.html
+++ b/docs/reference/plotDEGViolin.html
@@ -1,9 +1,9 @@
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+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generate violin plot to show the expression of top DEGs — plotDEGViolin • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generate violin plot to show the expression of top DEGs — plotDEGViolin"><meta property="og:description" content="Generate violin plot to show the expression of top DEGs"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-    
+
 
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@@ -17,7 +17,7 @@
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         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
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@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
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 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
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-     
+
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   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
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     Documentation
-     
+
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@@ -180,20 +180,20 @@
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+
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-     
+
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-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -223,55 +223,55 @@ <h1>Generate violin plot to show the expression of top DEGs</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>SingleCellExperiment inherited object.</p></dd>
 
 
-<dt>useResult</dt>
+<dt id="arg-useresult">useResult<a class="anchor" aria-label="anchor" href="#arg-useresult"></a></dt>
 <dd><p>character. A string specifying the <code>analysisName</code>
 used when running a differential expression analysis function.</p></dd>
 
 
-<dt>threshP</dt>
+<dt id="arg-threshp">threshP<a class="anchor" aria-label="anchor" href="#arg-threshp"></a></dt>
 <dd><p>logical. Whether to plot threshold values from adaptive
 thresholding, instead of using the assay used by <code><a href="runDEAnalysis.html">runMAST()</a></code>. Default
 <code>FALSE</code>.</p></dd>
 
 
-<dt>labelBy</dt>
+<dt id="arg-labelby">labelBy<a class="anchor" aria-label="anchor" href="#arg-labelby"></a></dt>
 <dd><p>A single character for a column of <code>rowData(inSCE)</code> as
 where to search for the labeling text. Default <code>NULL</code>.</p></dd>
 
 
-<dt>nrow</dt>
+<dt id="arg-nrow">nrow<a class="anchor" aria-label="anchor" href="#arg-nrow"></a></dt>
 <dd><p>Integer. Number of rows in the plot grid. Default <code>6</code>.</p></dd>
 
 
-<dt>ncol</dt>
+<dt id="arg-ncol">ncol<a class="anchor" aria-label="anchor" href="#arg-ncol"></a></dt>
 <dd><p>Integer. Number of columns in the plot grid. Default <code>6</code>.</p></dd>
 
 
-<dt>defaultTheme</dt>
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
 <dd><p>Logical scalar. Whether to use default SCTK theme in
 ggplot. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>isLogged</dt>
+<dt id="arg-islogged">isLogged<a class="anchor" aria-label="anchor" href="#arg-islogged"></a></dt>
 <dd><p>Logical scalar. Whether the assay used for the analysis is
 logged. If not, will do a <code>log(assay + 1)</code> transformation. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>check_sanity</dt>
+<dt id="arg-check-sanity">check_sanity<a class="anchor" aria-label="anchor" href="#arg-check-sanity"></a></dt>
 <dd><p>Logical scalar. Whether to perform MAST's sanity check
 to see if the counts are logged. Default <code>TRUE</code></p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A ggplot object of violin plot</p>
+    <p>A ggplot object of violin plot</p>
     </div>
     <div id="details">
     <h2>Details</h2>
@@ -288,7 +288,7 @@ <h2>Examples</h2>
 <span class="r-in"><span>                   classGroup1 <span class="op">=</span> <span class="st">"alpha"</span>, classGroup2 <span class="op">=</span> <span class="st">"beta"</span>,</span></span>
 <span class="r-in"><span>                   groupName1 <span class="op">=</span> <span class="st">"w.alpha"</span>, groupName2 <span class="op">=</span> <span class="st">"w.beta"</span>,</span></span>
 <span class="r-in"><span>                   analysisName <span class="op">=</span> <span class="st">"w.aVSb"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:34 2024 ... Running DE with wilcox, Analysis name: w.aVSb</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:41 2025 ... Running DE with wilcox, Analysis name: w.aVSb</span>
 <span class="r-in"><span><span class="fu">plotDEGViolin</span><span class="op">(</span><span class="va">sce.w</span>, <span class="st">"w.aVSb"</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="plotDEGViolin-1.png" alt="" width="700" height="433"></span>
 </code></pre></div>
@@ -305,15 +305,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotDEGVolcano-1.png b/docs/reference/plotDEGVolcano-1.png
index 8bd6e64edae6700b6660f0d898eafdf8eda76be4..2b1ef623e64287596c0f3b8fb1ce20474387dbdd 100644
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diff --git a/docs/reference/plotDEGVolcano.html b/docs/reference/plotDEGVolcano.html
index 3a2c82af1..bcad437c1 100644
--- a/docs/reference/plotDEGVolcano.html
+++ b/docs/reference/plotDEGVolcano.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generate volcano plot for DEGs — plotDEGVolcano • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generate volcano plot for DEGs — plotDEGVolcano"><meta property="og:description" content="Generate volcano plot for DEGs"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generate volcano plot for DEGs — plotDEGVolcano • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generate volcano plot for DEGs — plotDEGVolcano"><meta property="og:description" content="Generate volcano plot for DEGs"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -220,31 +220,33 @@ <h1>Generate volcano plot for DEGs</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>SingleCellExperiment inherited object.</p></dd>
 
 
-<dt>useResult</dt>
+<dt id="arg-useresult">useResult<a class="anchor" aria-label="anchor" href="#arg-useresult"></a></dt>
 <dd><p>character. A string specifying the <code>analysisName</code>
 used when running a differential expression analysis function.</p></dd>
 
 
-<dt>labelTopN</dt>
+<dt id="arg-labeltopn">labelTopN<a class="anchor" aria-label="anchor" href="#arg-labeltopn"></a></dt>
 <dd><p>Integer, label this number of top DEGs that pass the
 filters. <code>FALSE</code> for not labeling. Default <code>10</code>.</p></dd>
 
 
-<dt>log2fcThreshold</dt>
+<dt id="arg-log-fcthreshold">log2fcThreshold<a class="anchor" aria-label="anchor" href="#arg-log-fcthreshold"></a></dt>
 <dd><p>numeric. Label genes with the absolute values of
 log2FC greater than this value as regulated. Default <code>0.25</code>.</p></dd>
 
 
-<dt>fdrThreshold</dt>
+<dt id="arg-fdrthreshold">fdrThreshold<a class="anchor" aria-label="anchor" href="#arg-fdrthreshold"></a></dt>
 <dd><p>numeric. Label genes with FDR value less than this
 value as regulated. Default <code>0.05</code>.</p></dd>
 
 
-<dt>featureDisplay</dt>
+<dt id="arg-featuredisplay">featureDisplay<a class="anchor" aria-label="anchor" href="#arg-featuredisplay"></a></dt>
 <dd><p>A character string to indicate a variable in
 <code>rowData(inSCE)</code> for feature labeling. <code>NULL</code> for using
 <code>rownames</code>. Default <code>metadata(inSCE)$featureDisplay</code> (see
@@ -253,9 +255,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>ggplot</code> object of volcano plot</p>
+    <p>A <code>ggplot</code> object of volcano plot</p>
     </div>
     <div id="details">
     <h2>Details</h2>
@@ -276,7 +276,7 @@ <h2>Examples</h2>
 <span class="r-in"><span>                   classGroup1 <span class="op">=</span> <span class="st">"alpha"</span>, classGroup2 <span class="op">=</span> <span class="st">"beta"</span>,</span></span>
 <span class="r-in"><span>                   groupName1 <span class="op">=</span> <span class="st">"w.alpha"</span>, groupName2 <span class="op">=</span> <span class="st">"w.beta"</span>,</span></span>
 <span class="r-in"><span>                   analysisName <span class="op">=</span> <span class="st">"w.aVSb"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:39 2024 ... Running DE with wilcox, Analysis name: w.aVSb</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:45 2025 ... Running DE with wilcox, Analysis name: w.aVSb</span>
 <span class="r-in"><span><span class="fu">plotDEGVolcano</span><span class="op">(</span><span class="va">sce.w</span>, <span class="st">"w.aVSb"</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="plotDEGVolcano-1.png" alt="" width="700" height="433"></span>
 </code></pre></div>
@@ -293,15 +293,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotDecontXResults.html b/docs/reference/plotDecontXResults.html
index 828a03c67..912ad4cb9 100644
--- a/docs/reference/plotDecontXResults.html
+++ b/docs/reference/plotDecontXResults.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runDecontX outputs. — plotDecontXResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runDecontX outputs. — plotDecontXResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runDecontX outputs. — plotDecontXResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runDecontX outputs. — plotDecontXResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
  runDecontX function stored in the colData slot of the
  SingleCellExperiment object via various plots."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -255,185 +255,185 @@ <h1>Plots for runDecontX outputs.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results from
 <a href="runDecontX.html">runDecontX</a>. Required.</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>Character vector. Indicates which sample each cell belongs to.
 Default NULL.</p></dd>
 
 
-<dt>bgResult</dt>
+<dt id="arg-bgresult">bgResult<a class="anchor" aria-label="anchor" href="#arg-bgresult"></a></dt>
 <dd><p>Boolean. If TRUE, will plot decontX results generated with
 raw/droplet matrix Default FALSE.</p></dd>
 
 
-<dt>shape</dt>
+<dt id="arg-shape">shape<a class="anchor" aria-label="anchor" href="#arg-shape"></a></dt>
 <dd><p>If provided, add shapes based on the value.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Groupings for each numeric value. A user may input a vector
 equal length to the number of the samples in the SingleCellExperiment
 object, or can be retrieved from the colData slot. Default NULL.</p></dd>
 
 
-<dt>combinePlot</dt>
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
 <dd><p>Must be either "all", "sample", or "none". "all" will combine all plots into a single .ggplot object,
 while "sample" will output a list of plots separated by sample. Default "all".</p></dd>
 
 
-<dt>violin</dt>
+<dt id="arg-violin">violin<a class="anchor" aria-label="anchor" href="#arg-violin"></a></dt>
 <dd><p>Boolean. If TRUE, will plot the violin plot. Default TRUE.</p></dd>
 
 
-<dt>boxplot</dt>
+<dt id="arg-boxplot">boxplot<a class="anchor" aria-label="anchor" href="#arg-boxplot"></a></dt>
 <dd><p>Boolean. If TRUE, will plot boxplots for each violin plot.
 Default TRUE.</p></dd>
 
 
-<dt>dots</dt>
+<dt id="arg-dots">dots<a class="anchor" aria-label="anchor" href="#arg-dots"></a></dt>
 <dd><p>Boolean. If TRUE, will plot dots for each violin plot.
 Default TRUE.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>Saved dimension reduction name in the
 SingleCellExperiment object. Required. Default = "UMAP"</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default NULL.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default NULL.</p></dd>
 
 
-<dt>dim1</dt>
+<dt id="arg-dim-">dim1<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
 <dd><p>1st dimension to be used for plotting. Can either be a string which specifies
 the name of the dimension to be plotted from reducedDims, or a numeric value which specifies
 the index of the dimension to be plotted. Default is NULL.</p></dd>
 
 
-<dt>dim2</dt>
+<dt id="arg-dim-">dim2<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
 <dd><p>2nd dimension to be used for plotting. Can either be a string which specifies
 the name of the dimension to be plotted from reducedDims, or a numeric value which specifies
 the index of the dimension to be plotted. Default is NULL.</p></dd>
 
 
-<dt>bin</dt>
+<dt id="arg-bin">bin<a class="anchor" aria-label="anchor" href="#arg-bin"></a></dt>
 <dd><p>Numeric vector. If single value, will divide the numeric values into the `bin` groups.
 If more than one value, will bin numeric values using values as a cut point.</p></dd>
 
 
-<dt>binLabel</dt>
+<dt id="arg-binlabel">binLabel<a class="anchor" aria-label="anchor" href="#arg-binlabel"></a></dt>
 <dd><p>Character vector. Labels for the bins created by the `bin` parameter.
 Default NULL.</p></dd>
 
 
-<dt>defaultTheme</dt>
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
 <dd><p>Removes grid in plot and sets axis title size to 10
 when TRUE. Default TRUE.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default 0.5.</p></dd>
 
 
-<dt>summary</dt>
+<dt id="arg-summary">summary<a class="anchor" aria-label="anchor" href="#arg-summary"></a></dt>
 <dd><p>Adds a summary statistic, as well as a crossbar to the
 violin plot. Options are "mean" or "median". Default NULL.</p></dd>
 
 
-<dt>summaryTextSize</dt>
+<dt id="arg-summarytextsize">summaryTextSize<a class="anchor" aria-label="anchor" href="#arg-summarytextsize"></a></dt>
 <dd><p>The text size of the summary statistic displayed
 above the violin plot. Default 3.</p></dd>
 
 
-<dt>transparency</dt>
+<dt id="arg-transparency">transparency<a class="anchor" aria-label="anchor" href="#arg-transparency"></a></dt>
 <dd><p>Transparency of the dots, values will be 0-1. Default 1.</p></dd>
 
 
-<dt>baseSize</dt>
+<dt id="arg-basesize">baseSize<a class="anchor" aria-label="anchor" href="#arg-basesize"></a></dt>
 <dd><p>The base font size for all text. Default 12.
 Can be overwritten by titleSize, axisSize, and axisLabelSize,
 legendSize, legendTitleSize.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default NULL.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default NULL.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default NULL.</p></dd>
 
 
-<dt>legendSize</dt>
+<dt id="arg-legendsize">legendSize<a class="anchor" aria-label="anchor" href="#arg-legendsize"></a></dt>
 <dd><p>size of legend. Default NULL.</p></dd>
 
 
-<dt>legendTitleSize</dt>
+<dt id="arg-legendtitlesize">legendTitleSize<a class="anchor" aria-label="anchor" href="#arg-legendtitlesize"></a></dt>
 <dd><p>size of legend title. Default NULL.</p></dd>
 
 
-<dt>relHeights</dt>
+<dt id="arg-relheights">relHeights<a class="anchor" aria-label="anchor" href="#arg-relheights"></a></dt>
 <dd><p>Relative heights of plots when combine is set.</p></dd>
 
 
-<dt>relWidths</dt>
+<dt id="arg-relwidths">relWidths<a class="anchor" aria-label="anchor" href="#arg-relwidths"></a></dt>
 <dd><p>Relative widths of plots when combine is set.</p></dd>
 
 
-<dt>plotNCols</dt>
+<dt id="arg-plotncols">plotNCols<a class="anchor" aria-label="anchor" href="#arg-plotncols"></a></dt>
 <dd><p>Number of columns when plots are combined in a grid.</p></dd>
 
 
-<dt>plotNRows</dt>
+<dt id="arg-plotnrows">plotNRows<a class="anchor" aria-label="anchor" href="#arg-plotnrows"></a></dt>
 <dd><p>Number of rows when plots are combined in a grid.</p></dd>
 
 
-<dt>labelSamples</dt>
+<dt id="arg-labelsamples">labelSamples<a class="anchor" aria-label="anchor" href="#arg-labelsamples"></a></dt>
 <dd><p>Will label sample name in title of plot if TRUE. Default TRUE.</p></dd>
 
 
-<dt>labelClusters</dt>
+<dt id="arg-labelclusters">labelClusters<a class="anchor" aria-label="anchor" href="#arg-labelclusters"></a></dt>
 <dd><p>Logical. Whether the cluster labels are plotted.
 Default FALSE.</p></dd>
 
 
-<dt>clusterLabelSize</dt>
+<dt id="arg-clusterlabelsize">clusterLabelSize<a class="anchor" aria-label="anchor" href="#arg-clusterlabelsize"></a></dt>
 <dd><p>Numeric. Determines the size of cluster label
 when `labelClusters` is set to TRUE. Default 3.5.</p></dd>
 
 
-<dt>samplePerColumn</dt>
+<dt id="arg-samplepercolumn">samplePerColumn<a class="anchor" aria-label="anchor" href="#arg-samplepercolumn"></a></dt>
 <dd><p>If TRUE, when there are multiple samples and combining by "all",
 the output .ggplot will have plots from each sample on a single column. Default TRUE.</p></dd>
 
 
-<dt>sampleRelHeights</dt>
+<dt id="arg-samplerelheights">sampleRelHeights<a class="anchor" aria-label="anchor" href="#arg-samplerelheights"></a></dt>
 <dd><p>If there are multiple samples and combining by "all",
 the relative heights for each plot.</p></dd>
 
 
-<dt>sampleRelWidths</dt>
+<dt id="arg-samplerelwidths">sampleRelWidths<a class="anchor" aria-label="anchor" href="#arg-samplerelwidths"></a></dt>
 <dd><p>If there are multiple samples and combining by "all",
 the relative widths for each plot.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>list of .ggplot objects</p>
+    <p>list of .ggplot objects</p>
     </div>
 
     <div id="ref-examples">
@@ -441,27 +441,27 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package<span class="op">=</span><span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runDecontX.html">runDecontX</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:40 2024 ... Running 'DecontX'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:46 2025 ... Running 'DecontX'</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> --------------------------------------------------</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Starting DecontX</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> --------------------------------------------------</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:40 2024 .. Analyzing all cells</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:40 2024 .... Generating UMAP and estimating cell types</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:44 2024 .... Estimating contamination</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:44 2024 ...... Completed iteration: 10 | converge: 0.0278</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:44 2024 ...... Completed iteration: 20 | converge: 0.01058</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:44 2024 ...... Completed iteration: 30 | converge: 0.00584</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:44 2024 ...... Completed iteration: 40 | converge: 0.004697</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:44 2024 ...... Completed iteration: 50 | converge: 0.003356</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:44 2024 ...... Completed iteration: 60 | converge: 0.002634</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:44 2024 ...... Completed iteration: 70 | converge: 0.001941</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:44 2024 ...... Completed iteration: 80 | converge: 0.001413</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:44 2024 ...... Completed iteration: 90 | converge: 0.001284</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:44 2024 ...... Completed iteration: 100 | converge: 0.00111</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:44 2024 ...... Completed iteration: 104 | converge: 0.0009827</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:44 2024 .. Calculating final decontaminated matrix</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:46 2025 .. Analyzing all cells</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:46 2025 .... Generating UMAP and estimating cell types</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:50 2025 .... Estimating contamination</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:50 2025 ...... Completed iteration: 10 | converge: 0.0278</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:50 2025 ...... Completed iteration: 20 | converge: 0.01058</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:50 2025 ...... Completed iteration: 30 | converge: 0.00584</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:50 2025 ...... Completed iteration: 40 | converge: 0.004697</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:50 2025 ...... Completed iteration: 50 | converge: 0.003356</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:50 2025 ...... Completed iteration: 60 | converge: 0.002634</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:50 2025 ...... Completed iteration: 70 | converge: 0.001941</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:50 2025 ...... Completed iteration: 80 | converge: 0.001413</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:50 2025 ...... Completed iteration: 90 | converge: 0.001284</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:50 2025 ...... Completed iteration: 100 | converge: 0.00111</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:50 2025 ...... Completed iteration: 104 | converge: 0.0009827</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:50 2025 .. Calculating final decontaminated matrix</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> --------------------------------------------------</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Completed DecontX. Total time: 4.065205 secs</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Completed DecontX. Total time: 3.789843 secs</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> --------------------------------------------------</span>
 <span class="r-in"><span><span class="fu">plotDecontXResults</span><span class="op">(</span>inSCE<span class="op">=</span><span class="va">sce</span>, reducedDimName<span class="op">=</span><span class="st">"decontX_UMAP"</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="plotDecontXResults-1.png" alt="" width="700" height="433"></span>
@@ -479,15 +479,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotDimRed-1.png b/docs/reference/plotDimRed-1.png
index 1d887b104a4cea4508f67352e9ee2f533232d072..1d7a27e5544b9e0a34194f407d8f1cbc4c2b4f62 100644
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diff --git a/docs/reference/plotDimRed.html b/docs/reference/plotDimRed.html
index c192ed285..39dfd4b20 100644
--- a/docs/reference/plotDimRed.html
+++ b/docs/reference/plotDimRed.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
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-and UMAP — plotDimRed"><meta property="og:description" content="Plot dimensionality reduction from computed metrics including PCA, ICA, tSNE
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 and UMAP"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
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 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Plot dimensionality reduction from computed metrics including PCA, ICA, tSNE
-and UMAP</h1>
+    <h1>Plot dimensionality reduction from computed metrics including PCA, ICA, tSNE and UMAP</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/plotDimRed.R" class="external-link"><code>R/plotDimRed.R</code></a></small>
     <div class="hidden name"><code>plotDimRed.Rd</code></div>
     </div>
@@ -226,43 +223,43 @@ <h1>Plot dimensionality reduction from computed metrics including PCA, ICA, tSNE
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SCE object</p></dd>
 
 
-<dt>useReduction</dt>
+<dt id="arg-usereduction">useReduction<a class="anchor" aria-label="anchor" href="#arg-usereduction"></a></dt>
 <dd><p>Reduction to plot. Default is <code>"PCA"</code>.</p></dd>
 
 
-<dt>showLegend</dt>
+<dt id="arg-showlegend">showLegend<a class="anchor" aria-label="anchor" href="#arg-showlegend"></a></dt>
 <dd><p>If legends should be plotted or not</p></dd>
 
 
-<dt>xDim</dt>
+<dt id="arg-xdim">xDim<a class="anchor" aria-label="anchor" href="#arg-xdim"></a></dt>
 <dd><p>Numeric value indicating the dimension to use for X-axis.
 Default is 1 (refers to PC1).</p></dd>
 
 
-<dt>yDim</dt>
+<dt id="arg-ydim">yDim<a class="anchor" aria-label="anchor" href="#arg-ydim"></a></dt>
 <dd><p>Numeric value indicating the dimension to use for Y-axis.
 Default is 2 (refers to PC2).</p></dd>
 
 
-<dt>xAxisLabel</dt>
+<dt id="arg-xaxislabel">xAxisLabel<a class="anchor" aria-label="anchor" href="#arg-xaxislabel"></a></dt>
 <dd><p>Specify the label for x-axis. Default is <code>NULL</code> which
 will specify the label as 'x'.</p></dd>
 
 
-<dt>yAxisLabel</dt>
+<dt id="arg-yaxislabel">yAxisLabel<a class="anchor" aria-label="anchor" href="#arg-yaxislabel"></a></dt>
 <dd><p>Specify the label for y-axis. Default is <code>NULL</code> which
 will specify the label as 'y'.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>plot object</p>
+    <p>plot object</p>
     </div>
 
     <div id="ref-examples">
@@ -284,15 +281,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotDoubletFinderResults.html b/docs/reference/plotDoubletFinderResults.html
index 6cefcb83f..e61c04381 100644
--- a/docs/reference/plotDoubletFinderResults.html
+++ b/docs/reference/plotDoubletFinderResults.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runDoubletFinder outputs. — plotDoubletFinderResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runDoubletFinder outputs. — plotDoubletFinderResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runDoubletFinder outputs. — plotDoubletFinderResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runDoubletFinder outputs. — plotDoubletFinderResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
  runDoubletFinder function stored in the colData slot of the
  SingleCellExperiment object via various plots."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -252,182 +252,182 @@ <h1>Plots for runDoubletFinder outputs.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results from
 <code><a href="runDoubletFinder.html">runDoubletFinder</a></code>. Required.</p></dd>
 
 
-<dt>sample</dt>
-<dd><p>Character vector or colData variable name. Indicates which 
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
+<dd><p>Character vector or colData variable name. Indicates which
 sample each cell belongs to. Default <code>NULL</code>.</p></dd>
 
 
-<dt>shape</dt>
+<dt id="arg-shape">shape<a class="anchor" aria-label="anchor" href="#arg-shape"></a></dt>
 <dd><p>If provided, add shapes based on the value. Default <code>NULL</code>.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Groupings for each numeric value. A user may input a vector
-equal length to the number of the samples in <code>inSCE</code>, or can be 
+equal length to the number of the samples in <code>inSCE</code>, or can be
 retrieved from the colData slot. Default <code>NULL</code>.</p></dd>
 
 
-<dt>combinePlot</dt>
-<dd><p>Must be either <code>"all"</code>, <code>"sample"</code>, or 
-<code>"none"</code>. <code>"all"</code> will combine all plots into a single .ggplot 
-object, while <code>"sample"</code> will output a list of plots separated by 
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
+<dd><p>Must be either <code>"all"</code>, <code>"sample"</code>, or
+<code>"none"</code>. <code>"all"</code> will combine all plots into a single .ggplot
+object, while <code>"sample"</code> will output a list of plots separated by
 sample. Default <code>"all"</code>.</p></dd>
 
 
-<dt>violin</dt>
-<dd><p>Boolean. If <code>TRUE</code>, will plot the violin plot. Default 
+<dt id="arg-violin">violin<a class="anchor" aria-label="anchor" href="#arg-violin"></a></dt>
+<dd><p>Boolean. If <code>TRUE</code>, will plot the violin plot. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>boxplot</dt>
-<dd><p>Boolean. If <code>TRUE</code>, will plot boxplots for each violin 
+<dt id="arg-boxplot">boxplot<a class="anchor" aria-label="anchor" href="#arg-boxplot"></a></dt>
+<dd><p>Boolean. If <code>TRUE</code>, will plot boxplots for each violin
 plot. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>dots</dt>
+<dt id="arg-dots">dots<a class="anchor" aria-label="anchor" href="#arg-dots"></a></dt>
 <dd><p>Boolean. If <code>TRUE</code>, will plot dots for each violin plot.
 Default <code>TRUE</code>.</p></dd>
 
 
-<dt>reducedDimName</dt>
-<dd><p>Saved dimension reduction name in <code>inSCE</code>. 
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
+<dd><p>Saved dimension reduction name in <code>inSCE</code>.
 Default <code>"UMAP"</code>.</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default <code>NULL</code>.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default <code>NULL</code>.</p></dd>
 
 
-<dt>dim1</dt>
-<dd><p>1st dimension to be used for plotting. Can either be a string 
-which specifies the name of the dimension to be plotted from reducedDims, or 
-a numeric value which specifies the index of the dimension to be plotted. 
+<dt id="arg-dim-">dim1<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
+<dd><p>1st dimension to be used for plotting. Can either be a string
+which specifies the name of the dimension to be plotted from reducedDims, or
+a numeric value which specifies the index of the dimension to be plotted.
 Default is <code>NULL</code>.</p></dd>
 
 
-<dt>dim2</dt>
-<dd><p>2nd dimension to be used for plotting. Similar to <code>dim1</code>. 
+<dt id="arg-dim-">dim2<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
+<dd><p>2nd dimension to be used for plotting. Similar to <code>dim1</code>.
 Default is <code>NULL</code>.</p></dd>
 
 
-<dt>bin</dt>
-<dd><p>Numeric vector. If single value, will divide the numeric values 
+<dt id="arg-bin">bin<a class="anchor" aria-label="anchor" href="#arg-bin"></a></dt>
+<dd><p>Numeric vector. If single value, will divide the numeric values
 into <code>bin</code> groups. If more than one value, will bin numeric values using
 values as a cut point. Default <code>NULL</code>.</p></dd>
 
 
-<dt>binLabel</dt>
+<dt id="arg-binlabel">binLabel<a class="anchor" aria-label="anchor" href="#arg-binlabel"></a></dt>
 <dd><p>Character vector. Labels for the bins created by <code>bin</code>.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>defaultTheme</dt>
-<dd><p>Removes grid in plot and sets axis title size to 
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
+<dd><p>Removes grid in plot and sets axis title size to
 <code>10</code> when <code>TRUE</code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default <code>0.5</code>.</p></dd>
 
 
-<dt>summary</dt>
+<dt id="arg-summary">summary<a class="anchor" aria-label="anchor" href="#arg-summary"></a></dt>
 <dd><p>Adds a summary statistic, as well as a crossbar to the
-violin plot. Options are <code>"mean"</code> or <code>"median"</code>. Default 
+violin plot. Options are <code>"mean"</code> or <code>"median"</code>. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>summaryTextSize</dt>
+<dt id="arg-summarytextsize">summaryTextSize<a class="anchor" aria-label="anchor" href="#arg-summarytextsize"></a></dt>
 <dd><p>The text size of the summary statistic displayed
 above the violin plot. Default <code>3</code>.</p></dd>
 
 
-<dt>transparency</dt>
-<dd><p>Transparency of the dots, values will be 0-1. Default 
+<dt id="arg-transparency">transparency<a class="anchor" aria-label="anchor" href="#arg-transparency"></a></dt>
+<dd><p>Transparency of the dots, values will be 0-1. Default
 <code>1</code>.</p></dd>
 
 
-<dt>baseSize</dt>
+<dt id="arg-basesize">baseSize<a class="anchor" aria-label="anchor" href="#arg-basesize"></a></dt>
 <dd><p>The base font size for all text. Default <code>12</code>.
-Can be overwritten by <code>titleSize</code>, <code>axisSize</code>, and 
+Can be overwritten by <code>titleSize</code>, <code>axisSize</code>, and
 <code>axisLabelSize</code>, <code>legendSize</code>, <code>legendTitleSize</code>.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default <code>NULL</code>.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default <code>NULL</code>.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default <code>NULL</code>.</p></dd>
 
 
-<dt>legendSize</dt>
+<dt id="arg-legendsize">legendSize<a class="anchor" aria-label="anchor" href="#arg-legendsize"></a></dt>
 <dd><p>size of legend. Default <code>NULL</code>.</p></dd>
 
 
-<dt>legendTitleSize</dt>
+<dt id="arg-legendtitlesize">legendTitleSize<a class="anchor" aria-label="anchor" href="#arg-legendtitlesize"></a></dt>
 <dd><p>size of legend title. Default <code>NULL</code>.</p></dd>
 
 
-<dt>relHeights</dt>
-<dd><p>Relative heights of plots when combine is set. Default 
+<dt id="arg-relheights">relHeights<a class="anchor" aria-label="anchor" href="#arg-relheights"></a></dt>
+<dd><p>Relative heights of plots when combine is set. Default
 <code>1</code>.</p></dd>
 
 
-<dt>relWidths</dt>
-<dd><p>Relative widths of plots when combine is set. Default 
+<dt id="arg-relwidths">relWidths<a class="anchor" aria-label="anchor" href="#arg-relwidths"></a></dt>
+<dd><p>Relative widths of plots when combine is set. Default
 <code>c(1, 1, 1)</code>.</p></dd>
 
 
-<dt>plotNCols</dt>
-<dd><p>Number of columns when plots are combined in a grid. Default 
+<dt id="arg-plotncols">plotNCols<a class="anchor" aria-label="anchor" href="#arg-plotncols"></a></dt>
+<dd><p>Number of columns when plots are combined in a grid. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>plotNRows</dt>
-<dd><p>Number of rows when plots are combined in a grid. Default 
+<dt id="arg-plotnrows">plotNRows<a class="anchor" aria-label="anchor" href="#arg-plotnrows"></a></dt>
+<dd><p>Number of rows when plots are combined in a grid. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>labelSamples</dt>
-<dd><p>Will label sample name in title of plot if TRUE. Default 
+<dt id="arg-labelsamples">labelSamples<a class="anchor" aria-label="anchor" href="#arg-labelsamples"></a></dt>
+<dd><p>Will label sample name in title of plot if TRUE. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>samplePerColumn</dt>
-<dd><p>If <code>TRUE</code>, when there are multiple samples and 
-combining by <code>"all"</code>, the output .ggplot will have plots from each 
+<dt id="arg-samplepercolumn">samplePerColumn<a class="anchor" aria-label="anchor" href="#arg-samplepercolumn"></a></dt>
+<dd><p>If <code>TRUE</code>, when there are multiple samples and
+combining by <code>"all"</code>, the output .ggplot will have plots from each
 sample on a single column. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>sampleRelHeights</dt>
-<dd><p>If there are multiple samples and combining by 
+<dt id="arg-samplerelheights">sampleRelHeights<a class="anchor" aria-label="anchor" href="#arg-samplerelheights"></a></dt>
+<dd><p>If there are multiple samples and combining by
 <code>"all"</code>, the relative heights for each plot. Default <code>1</code>.</p></dd>
 
 
-<dt>sampleRelWidths</dt>
-<dd><p>If there are multiple samples and combining by 
+<dt id="arg-samplerelwidths">sampleRelWidths<a class="anchor" aria-label="anchor" href="#arg-samplerelwidths"></a></dt>
+<dd><p>If there are multiple samples and combining by
 <code>"all"</code>, the relative widths for each plot. Default <code>1</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>list of .ggplot objects</p>
+    <p>list of .ggplot objects</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
@@ -439,9 +439,9 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package<span class="op">=</span><span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runUMAP.html">runQuickUMAP</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:48 2024 ... Computing Scater UMAP for sample 'pbmc_4k'.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:52 2025 ... Computing Scater UMAP for sample 'pbmc_4k'.</span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runDoubletFinder.html">runDoubletFinder</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:15:51 2024 ... Running 'doubletFinder'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:28:57 2025 ... Running 'doubletFinder'</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Normalizing layer: counts</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Finding variable features for layer counts</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Centering and scaling data matrix</span>
@@ -464,15 +464,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotEmptyDropsResults-1.png b/docs/reference/plotEmptyDropsResults-1.png
index 2665c04f1a00c9cbd31f57931bf4564084ff3f22..57ef6c56e0dbc8a48f9b57f5d1ceddd5c0d6776c 100644
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diff --git a/docs/reference/plotEmptyDropsResults.html b/docs/reference/plotEmptyDropsResults.html
index 6925da25a..76b3010be 100644
--- a/docs/reference/plotEmptyDropsResults.html
+++ b/docs/reference/plotEmptyDropsResults.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runEmptyDrops outputs. — plotEmptyDropsResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runEmptyDrops outputs. — plotEmptyDropsResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
-runEmptyDrops function stored in the colData slot of the 
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runEmptyDrops outputs. — plotEmptyDropsResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runEmptyDrops outputs. — plotEmptyDropsResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
+runEmptyDrops function stored in the colData slot of the
 SingleCellExperiment object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -207,7 +207,7 @@ <h1>Plots for runEmptyDrops outputs.</h1>
 
     <div class="ref-description">
     <p>A wrapper function which visualizes outputs from the
-<code><a href="runEmptyDrops.html">runEmptyDrops</a></code> function stored in the <code>colData</code> slot of the 
+<code><a href="runEmptyDrops.html">runEmptyDrops</a></code> function stored in the <code>colData</code> slot of the
 SingleCellExperiment object.</p>
     </div>
 
@@ -234,90 +234,90 @@ <h1>Plots for runEmptyDrops outputs.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results from
 <code><a href="runEmptyDrops.html">runEmptyDrops</a></code>. Required.</p></dd>
 
 
-<dt>sample</dt>
-<dd><p>Character vector or colData variable name. Indicates which 
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
+<dd><p>Character vector or colData variable name. Indicates which
 sample each cell belongs to. Default <code>NULL</code>.</p></dd>
 
 
-<dt>combinePlot</dt>
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
 <dd><p>Must be either <code>"all"</code>, <code>"sample"</code>, or object,
-<code>"none"</code>. <code>"all"</code> will combine all plots into a single .ggplot 
-while <code>"sample"</code> will output a list of plots separated by sample. 
+<code>"none"</code>. <code>"all"</code> will combine all plots into a single .ggplot
+while <code>"sample"</code> will output a list of plots separated by sample.
 Default <code>"all"</code>.</p></dd>
 
 
-<dt>fdrCutoff</dt>
+<dt id="arg-fdrcutoff">fdrCutoff<a class="anchor" aria-label="anchor" href="#arg-fdrcutoff"></a></dt>
 <dd><p>Numeric. Thresholds barcodes based on the FDR values from
-<code><a href="runEmptyDrops.html">runEmptyDrops</a></code> as "Empty Droplet" or "Putative Cell". Default 
+<code><a href="runEmptyDrops.html">runEmptyDrops</a></code> as "Empty Droplet" or "Putative Cell". Default
 <code>0.01</code>.</p></dd>
 
 
-<dt>defaultTheme</dt>
-<dd><p>Removes grid in plot and sets axis title size to 
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
+<dd><p>Removes grid in plot and sets axis title size to
 <code>10</code> when <code>TRUE</code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default <code>0.5</code>.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default <code>18</code>.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default <code>18</code>.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default <code>15</code>.</p></dd>
 
 
-<dt>legendSize</dt>
+<dt id="arg-legendsize">legendSize<a class="anchor" aria-label="anchor" href="#arg-legendsize"></a></dt>
 <dd><p>size of legend. Default <code>15</code>.</p></dd>
 
 
-<dt>legendTitleSize</dt>
+<dt id="arg-legendtitlesize">legendTitleSize<a class="anchor" aria-label="anchor" href="#arg-legendtitlesize"></a></dt>
 <dd><p>size of legend title. Default <code>16</code>.</p></dd>
 
 
-<dt>relHeights</dt>
-<dd><p>Relative heights of plots when combine is set. Default 
+<dt id="arg-relheights">relHeights<a class="anchor" aria-label="anchor" href="#arg-relheights"></a></dt>
+<dd><p>Relative heights of plots when combine is set. Default
 <code>1</code>.</p></dd>
 
 
-<dt>relWidths</dt>
-<dd><p>Relative widths of plots when combine is set. Default 
+<dt id="arg-relwidths">relWidths<a class="anchor" aria-label="anchor" href="#arg-relwidths"></a></dt>
+<dd><p>Relative widths of plots when combine is set. Default
 <code>1</code>.</p></dd>
 
 
-<dt>samplePerColumn</dt>
-<dd><p>If <code>TRUE</code>, when there are multiple samples and 
-combining by <code>"all"</code>, the output .ggplot will have plots from each 
+<dt id="arg-samplepercolumn">samplePerColumn<a class="anchor" aria-label="anchor" href="#arg-samplepercolumn"></a></dt>
+<dd><p>If <code>TRUE</code>, when there are multiple samples and
+combining by <code>"all"</code>, the output .ggplot will have plots from each
 sample on a single column. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>sampleRelHeights</dt>
-<dd><p>If there are multiple samples and combining by 
+<dt id="arg-samplerelheights">sampleRelHeights<a class="anchor" aria-label="anchor" href="#arg-samplerelheights"></a></dt>
+<dd><p>If there are multiple samples and combining by
 <code>"all"</code>, the relative heights for each plot. Default <code>1</code>.</p></dd>
 
 
-<dt>sampleRelWidths</dt>
-<dd><p>If there are multiple samples and combining by 
+<dt id="arg-samplerelwidths">sampleRelWidths<a class="anchor" aria-label="anchor" href="#arg-samplerelwidths"></a></dt>
+<dd><p>If there are multiple samples and combining by
 <code>"all"</code>, the relative widths for each plot. Default <code>1</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>list of .ggplot objects</p>
+    <p>list of .ggplot objects</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
@@ -328,7 +328,7 @@ <h2>See also</h2>
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runEmptyDrops.html">runEmptyDrops</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:16:16 2024 ... Running 'emptyDrops'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:29:20 2025 ... Running 'emptyDrops'</span>
 <span class="r-in"><span><span class="fu">plotEmptyDropsResults</span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> $scatterEmptyDrops</span>
 <span class="r-plt img"><img src="plotEmptyDropsResults-1.png" alt="" width="700" height="433"></span>
@@ -347,15 +347,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
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diff --git a/docs/reference/plotEmptyDropsScatter.html b/docs/reference/plotEmptyDropsScatter.html
index 6acea1c49..56a0b9547 100644
--- a/docs/reference/plotEmptyDropsScatter.html
+++ b/docs/reference/plotEmptyDropsScatter.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runEmptyDrops outputs. — plotEmptyDropsScatter • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runEmptyDrops outputs. — plotEmptyDropsScatter"><meta property="og:description" content="A plotting function which visualizes outputs from the
-runEmptyDrops function stored in the colData slot of the 
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runEmptyDrops outputs. — plotEmptyDropsScatter • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runEmptyDrops outputs. — plotEmptyDropsScatter"><meta property="og:description" content="A plotting function which visualizes outputs from the
+runEmptyDrops function stored in the colData slot of the
 SingleCellExperiment object via scatter plots."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -207,7 +207,7 @@ <h1>Plots for runEmptyDrops outputs.</h1>
 
     <div class="ref-description">
     <p>A plotting function which visualizes outputs from the
-<code><a href="runEmptyDrops.html">runEmptyDrops</a></code> function stored in the colData slot of the 
+<code><a href="runEmptyDrops.html">runEmptyDrops</a></code> function stored in the colData slot of the
 SingleCellExperiment object via scatter plots.</p>
     </div>
 
@@ -238,106 +238,106 @@ <h1>Plots for runEmptyDrops outputs.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results from
 <code><a href="runEmptyDrops.html">runEmptyDrops</a></code>. Required.</p></dd>
 
 
-<dt>sample</dt>
-<dd><p>Character vector or colData variable name. Indicates which 
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
+<dd><p>Character vector or colData variable name. Indicates which
 sample each cell belongs to. Default <code>NULL</code>.</p></dd>
 
 
-<dt>fdrCutoff</dt>
+<dt id="arg-fdrcutoff">fdrCutoff<a class="anchor" aria-label="anchor" href="#arg-fdrcutoff"></a></dt>
 <dd><p>Numeric. Thresholds barcodes based on the FDR values from
-<code><a href="runEmptyDrops.html">runEmptyDrops</a></code> as "Empty Droplet" or "Putative Cell". Default 
+<code><a href="runEmptyDrops.html">runEmptyDrops</a></code> as "Empty Droplet" or "Putative Cell". Default
 <code>0.01</code>.</p></dd>
 
 
-<dt>defaultTheme</dt>
-<dd><p>Removes grid in plot and sets axis title size to 
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
+<dd><p>Removes grid in plot and sets axis title size to
 <code>10</code> when <code>TRUE</code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default <code>0.1</code>.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Title of plot. Default <code>NULL</code>.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default <code>18</code>.</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default <code>NULL</code>.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default <code>NULL</code>.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default <code>12</code>.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default <code>15</code>.</p></dd>
 
 
-<dt>legendTitle</dt>
+<dt id="arg-legendtitle">legendTitle<a class="anchor" aria-label="anchor" href="#arg-legendtitle"></a></dt>
 <dd><p>Title of legend. Default <code>NULL</code>.</p></dd>
 
 
-<dt>legendTitleSize</dt>
+<dt id="arg-legendtitlesize">legendTitleSize<a class="anchor" aria-label="anchor" href="#arg-legendtitlesize"></a></dt>
 <dd><p>size of legend title. Default <code>12</code>.</p></dd>
 
 
-<dt>legendSize</dt>
+<dt id="arg-legendsize">legendSize<a class="anchor" aria-label="anchor" href="#arg-legendsize"></a></dt>
 <dd><p>size of legend. Default <code>10</code>.</p></dd>
 
 
-<dt>combinePlot</dt>
-<dd><p>Must be either <code>"all"</code>, <code>"sample"</code>, or 
-<code>"none"</code>. <code>"all"</code> will combine all plots into a single .ggplot 
-object, while <code>"sample"</code> will output a list of plots separated by 
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
+<dd><p>Must be either <code>"all"</code>, <code>"sample"</code>, or
+<code>"none"</code>. <code>"all"</code> will combine all plots into a single .ggplot
+object, while <code>"sample"</code> will output a list of plots separated by
 sample. Default <code>"all"</code>.</p></dd>
 
 
-<dt>relHeights</dt>
-<dd><p>Relative heights of plots when combine is set. Default 
+<dt id="arg-relheights">relHeights<a class="anchor" aria-label="anchor" href="#arg-relheights"></a></dt>
+<dd><p>Relative heights of plots when combine is set. Default
 <code>1</code>.</p></dd>
 
 
-<dt>relWidths</dt>
-<dd><p>Relative widths of plots when combine is set. Default 
+<dt id="arg-relwidths">relWidths<a class="anchor" aria-label="anchor" href="#arg-relwidths"></a></dt>
+<dd><p>Relative widths of plots when combine is set. Default
 <code>1</code>.</p></dd>
 
 
-<dt>samplePerColumn</dt>
-<dd><p>If <code>TRUE</code>, when there are multiple samples and 
-combining by <code>"all"</code>, the output .ggplot will have plots from each 
+<dt id="arg-samplepercolumn">samplePerColumn<a class="anchor" aria-label="anchor" href="#arg-samplepercolumn"></a></dt>
+<dd><p>If <code>TRUE</code>, when there are multiple samples and
+combining by <code>"all"</code>, the output .ggplot will have plots from each
 sample on a single column. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>sampleRelHeights</dt>
-<dd><p>If there are multiple samples and combining by 
+<dt id="arg-samplerelheights">sampleRelHeights<a class="anchor" aria-label="anchor" href="#arg-samplerelheights"></a></dt>
+<dd><p>If there are multiple samples and combining by
 <code>"all"</code>, the relative heights for each plot. Default <code>1</code>.</p></dd>
 
 
-<dt>sampleRelWidths</dt>
-<dd><p>If there are multiple samples and combining by 
+<dt id="arg-samplerelwidths">sampleRelWidths<a class="anchor" aria-label="anchor" href="#arg-samplerelwidths"></a></dt>
+<dd><p>If there are multiple samples and combining by
 <code>"all"</code>, the relative widths for each plot. Default <code>1</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>a ggplot object of the scatter plot.</p>
+    <p>a ggplot object of the scatter plot.</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
@@ -348,7 +348,7 @@ <h2>See also</h2>
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runEmptyDrops.html">runEmptyDrops</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:16:21 2024 ... Running 'emptyDrops'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:29:25 2025 ... Running 'emptyDrops'</span>
 <span class="r-in"><span><span class="fu">plotEmptyDropsScatter</span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="plotEmptyDropsScatter-1.png" alt="" width="700" height="433"></span>
 </code></pre></div>
@@ -365,15 +365,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotFindMarkerHeatmap.html b/docs/reference/plotFindMarkerHeatmap.html
index ca106e7c0..925875e48 100644
--- a/docs/reference/plotFindMarkerHeatmap.html
+++ b/docs/reference/plotFindMarkerHeatmap.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot a heatmap to visualize the result of runFindMarker — plotFindMarkerHeatmap • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot a heatmap to visualize the result of runFindMarker — plotFindMarkerHeatmap"><meta property="og:description" content='This function will first reads the result saved in
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot a heatmap to visualize the result of runFindMarker — plotFindMarkerHeatmap • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot a heatmap to visualize the result of runFindMarker — plotFindMarkerHeatmap"><meta property="og:description" content='This function will first reads the result saved in
 metadata slot, named by "findMarker" and generated by
 runFindMarker. Then it do the filtering on the statistics
 based on the input parameters and get unique genes to plot. We choose the
@@ -14,7 +14,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -28,7 +28,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -36,7 +36,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -45,7 +45,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -70,7 +70,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -191,20 +191,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -282,98 +282,100 @@ <h1>Plot a heatmap to visualize the result of <code><a href="runFindMarker.html"
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>SingleCellExperiment inherited object.</p></dd>
 
 
-<dt>orderBy</dt>
+<dt id="arg-orderby">orderBy<a class="anchor" aria-label="anchor" href="#arg-orderby"></a></dt>
 <dd><p>The ordering method of the clusters on the splitted heatmap.
 Can be chosen from <code>"size"</code> or <code>"name"</code>, specified with vector of
 ordered unique cluster labels, or set as <code>NULL</code> for unsplitted heatmap.
 Default <code>"size"</code>.</p></dd>
 
 
-<dt>log2fcThreshold</dt>
+<dt id="arg-log-fcthreshold">log2fcThreshold<a class="anchor" aria-label="anchor" href="#arg-log-fcthreshold"></a></dt>
 <dd><p>Only use DEGs with the absolute values of log2FC
 larger than this value. Default <code>1</code></p></dd>
 
 
-<dt>fdrThreshold</dt>
+<dt id="arg-fdrthreshold">fdrThreshold<a class="anchor" aria-label="anchor" href="#arg-fdrthreshold"></a></dt>
 <dd><p>Only use DEGs with FDR value smaller than this value.
 Default <code>0.05</code></p></dd>
 
 
-<dt>minClustExprPerc</dt>
+<dt id="arg-minclustexprperc">minClustExprPerc<a class="anchor" aria-label="anchor" href="#arg-minclustexprperc"></a></dt>
 <dd><p>A numeric scalar. The minimum cutoff of the
 percentage of cells in the cluster of interests that expressed the marker
 gene. Default <code>0.7</code>.</p></dd>
 
 
-<dt>maxCtrlExprPerc</dt>
+<dt id="arg-maxctrlexprperc">maxCtrlExprPerc<a class="anchor" aria-label="anchor" href="#arg-maxctrlexprperc"></a></dt>
 <dd><p>A numeric scalar. The maximum cutoff of the
 percentage of cells out of the cluster (control group) that expressed the
 marker gene. Default <code>0.4</code>.</p></dd>
 
 
-<dt>minMeanExpr</dt>
+<dt id="arg-minmeanexpr">minMeanExpr<a class="anchor" aria-label="anchor" href="#arg-minmeanexpr"></a></dt>
 <dd><p>A numeric scalar. The minimum cutoff of the mean
 expression value of the marker in the cluster of interests. Default <code>1</code>.</p></dd>
 
 
-<dt>topN</dt>
+<dt id="arg-topn">topN<a class="anchor" aria-label="anchor" href="#arg-topn"></a></dt>
 <dd><p>An integer. Only to plot this number of top markers for each
 cluster in maximum, in terms of log2FC value. Use <code>NULL</code> to cancel the
 top N subscription. Default <code>10</code>.</p></dd>
 
 
-<dt>decreasing</dt>
+<dt id="arg-decreasing">decreasing<a class="anchor" aria-label="anchor" href="#arg-decreasing"></a></dt>
 <dd><p>Order the cluster decreasingly. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>rowLabel</dt>
+<dt id="arg-rowlabel">rowLabel<a class="anchor" aria-label="anchor" href="#arg-rowlabel"></a></dt>
 <dd><p><code>TRUE</code> for displaying <code>rownames</code> of <code>inSCE</code>, a
 <code>rowData</code> variable to use other feature identifiers, or a vector for
 customized row labels. Use <code>FALSE</code> for not displaying. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>rowDataName</dt>
+<dt id="arg-rowdataname">rowDataName<a class="anchor" aria-label="anchor" href="#arg-rowdataname"></a></dt>
 <dd><p>character. The column name(s) in <code>rowData</code> that need
 to be added to the annotation. Default <code>NULL</code>.</p></dd>
 
 
-<dt>colDataName</dt>
+<dt id="arg-coldataname">colDataName<a class="anchor" aria-label="anchor" href="#arg-coldataname"></a></dt>
 <dd><p>character. The column name(s) in <code>colData</code> that need
 to be added to the annotation. Default <code>NULL</code>.</p></dd>
 
 
-<dt>featureAnnotations</dt>
+<dt id="arg-featureannotations">featureAnnotations<a class="anchor" aria-label="anchor" href="#arg-featureannotations"></a></dt>
 <dd><p><code>data.frame</code>, with <code>rownames</code> containing
 all the features going to be plotted. Character columns should be factors.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>cellAnnotations</dt>
+<dt id="arg-cellannotations">cellAnnotations<a class="anchor" aria-label="anchor" href="#arg-cellannotations"></a></dt>
 <dd><p><code>data.frame</code>, with <code>rownames</code> containing
 all the cells going to be plotted. Character columns should be factors.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>featureAnnotationColor</dt>
+<dt id="arg-featureannotationcolor">featureAnnotationColor<a class="anchor" aria-label="anchor" href="#arg-featureannotationcolor"></a></dt>
 <dd><p>A named list. Customized color settings for
 feature labeling. Should match the entries in the <code>featureAnnotations</code>
 or <code>rowDataName</code>. For each entry, there should be a list/vector of
 colors named with categories. Default <code>NULL</code>.</p></dd>
 
 
-<dt>cellAnnotationColor</dt>
+<dt id="arg-cellannotationcolor">cellAnnotationColor<a class="anchor" aria-label="anchor" href="#arg-cellannotationcolor"></a></dt>
 <dd><p>A named list. Customized color settings for
 cell labeling. Should match the entries in the <code>cellAnnotations</code> or
 <code>colDataName</code>. For each entry, there should be a list/vector of colors
 named with categories. Default <code>NULL</code>.</p></dd>
 
 
-<dt>colSplitBy</dt>
+<dt id="arg-colsplitby">colSplitBy<a class="anchor" aria-label="anchor" href="#arg-colsplitby"></a></dt>
 <dd><p>character vector. Do semi-heatmap based on the grouping of
 this(these) annotation(s). Should exist in either <code>colDataName</code> or
 <code>names(cellAnnotations)</code>. Default is the value of <code>cluster</code> in
@@ -381,35 +383,33 @@ <h2>Arguments</h2>
 <code>NULL</code> otherwise.</p></dd>
 
 
-<dt>rowSplitBy</dt>
+<dt id="arg-rowsplitby">rowSplitBy<a class="anchor" aria-label="anchor" href="#arg-rowsplitby"></a></dt>
 <dd><p>character vector. Do semi-heatmap based on the grouping of
 this(these) annotation(s). Should exist in either <code>rowDataName</code> or
 <code>names(featureAnnotations)</code>. Default <code>"marker"</code>, which indicates an
 auto generated annotation for this plot.</p></dd>
 
 
-<dt>rowDend</dt>
+<dt id="arg-rowdend">rowDend<a class="anchor" aria-label="anchor" href="#arg-rowdend"></a></dt>
 <dd><p>Whether to display row dendrogram. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>colDend</dt>
+<dt id="arg-coldend">colDend<a class="anchor" aria-label="anchor" href="#arg-coldend"></a></dt>
 <dd><p>Whether to display column dendrogram. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Text of the title, at the top of the heatmap. Default
 <code>"Top Marker Heatmap"</code>.</p></dd>
 
 
-<dt>...</dt>
+<dt id="arg--">...<a class="anchor" aria-label="anchor" href="#arg--"></a></dt>
 <dd><p>Other arguments passed to <code><a href="plotSCEHeatmap.html">plotSCEHeatmap</a></code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">Heatmap</a></code> object</p>
+    <p>A <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">Heatmap</a></code> object</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
@@ -426,9 +426,9 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="fu">logcounts</span><span class="op">(</span><span class="va">sceBatches</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log1p</a></span><span class="op">(</span><span class="fu">counts</span><span class="op">(</span><span class="va">sceBatches</span><span class="op">)</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce.w</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sceBatches</span>, colData <span class="op">=</span> <span class="st">"batch == 'w'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce.w</span> <span class="op">&lt;-</span> <span class="fu"><a href="runFindMarker.html">runFindMarker</a></span><span class="op">(</span><span class="va">sce.w</span>, method <span class="op">=</span> <span class="st">"wilcox"</span>, cluster <span class="op">=</span> <span class="st">"cell_type"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:16:26 2024 ... Identifying markers for cluster 'beta', using DE method 'wilcox'</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:16:26 2024 ... Identifying markers for cluster 'alpha', using DE method 'wilcox'</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:16:26 2024 ... Organizing findMarker result</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:29:29 2025 ... Identifying markers for cluster 'beta', using DE method 'wilcox'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:29:29 2025 ... Identifying markers for cluster 'alpha', using DE method 'wilcox'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:29:30 2025 ... Organizing findMarker result</span>
 <span class="r-in"><span><span class="fu">plotFindMarkerHeatmap</span><span class="op">(</span><span class="va">sce.w</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="plotFindMarkerHeatmap-1.png" alt="" width="700" height="433"></span>
 </code></pre></div>
@@ -445,15 +445,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotMASTThresholdGenes-1.png b/docs/reference/plotMASTThresholdGenes-1.png
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+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>MAST Identify adaptive thresholds — plotMASTThresholdGenes • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="MAST Identify adaptive thresholds — plotMASTThresholdGenes"><meta property="og:description" content="Calculate and produce a list of thresholded counts (on natural scale),
 thresholds, bins, densities estimated on each bin, and the original data from
 thresholdSCRNACountMatrix"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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+
 
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@@ -19,7 +19,7 @@
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       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
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+
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 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
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@@ -182,20 +182,20 @@
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   <div class="col-md-9 contents">
@@ -223,39 +223,37 @@ <h1>MAST Identify adaptive thresholds</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>SingleCellExperiment object</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>character, default <code>"logcounts"</code></p></dd>
 
 
-<dt>doPlot</dt>
+<dt id="arg-doplot">doPlot<a class="anchor" aria-label="anchor" href="#arg-doplot"></a></dt>
 <dd><p>Logical scalar. Whether to directly plot in the plotting area.
 If <code>FALSE</code>, will return a graphical object which can be visualized with
 <code>grid.draw()</code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>isLogged</dt>
+<dt id="arg-islogged">isLogged<a class="anchor" aria-label="anchor" href="#arg-islogged"></a></dt>
 <dd><p>Logical scalar. Whether the assay used for the analysis is
 logged. If not, will do a <code>log(assay + 1)</code> transformation. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>check_sanity</dt>
+<dt id="arg-check-sanity">check_sanity<a class="anchor" aria-label="anchor" href="#arg-check-sanity"></a></dt>
 <dd><p>Logical scalar. Whether to perform MAST's sanity check
 to see if the counts are logged. Default <code>TRUE</code></p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Plot the thresholding onto the plotting region if <code>plot == TRUE</code></p>
-
-
-<p>or a graphical object if <code>plot == FALSE</code>.</p>
+    <p>Plot the thresholding onto the plotting region if <code>plot == TRUE</code>
+or a graphical object if <code>plot == FALSE</code>.</p>
     </div>
 
     <div id="ref-examples">
@@ -281,15 +279,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotPCA-1.png b/docs/reference/plotPCA-1.png
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diff --git a/docs/reference/plotPCA.html b/docs/reference/plotPCA.html
index 19dd97021..35aaa415a 100644
--- a/docs/reference/plotPCA.html
+++ b/docs/reference/plotPCA.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot PCA run data from its components. — plotPCA • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot PCA run data from its components. — plotPCA"><meta property="og:description" content="Plot PCA run data from its components."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot PCA run data from its components. — plotPCA • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot PCA run data from its components. — plotPCA"><meta property="og:description" content="Plot PCA run data from its components."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
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+
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 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
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 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -222,46 +222,46 @@ <h1>Plot PCA run data from its components.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>colorBy</dt>
+<dt id="arg-colorby">colorBy<a class="anchor" aria-label="anchor" href="#arg-colorby"></a></dt>
 <dd><p>The variable to color clusters by</p></dd>
 
 
-<dt>shape</dt>
+<dt id="arg-shape">shape<a class="anchor" aria-label="anchor" href="#arg-shape"></a></dt>
 <dd><p>Shape of the points</p></dd>
 
 
-<dt>pcX</dt>
+<dt id="arg-pcx">pcX<a class="anchor" aria-label="anchor" href="#arg-pcx"></a></dt>
 <dd><p>User choice for the first principal component</p></dd>
 
 
-<dt>pcY</dt>
+<dt id="arg-pcy">pcY<a class="anchor" aria-label="anchor" href="#arg-pcy"></a></dt>
 <dd><p>User choice for the second principal component</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>a name to store the results of the dimension reduction
 coordinates obtained from this method. This is stored in the SingleCellExperiment
 object in the reducedDims slot. Required.</p></dd>
 
 
-<dt>runPCA</dt>
+<dt id="arg-runpca">runPCA<a class="anchor" aria-label="anchor" href="#arg-runpca"></a></dt>
 <dd><p>Run PCA if the reducedDimName does not exist. the Default is
 FALSE.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Indicate which assay to use. The default is "logcounts".</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A PCA plot</p>
+    <p>A PCA plot</p>
     </div>
 
     <div id="ref-examples">
@@ -284,15 +284,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotPathway.html b/docs/reference/plotPathway.html
index 4b6649f19..737b0dc2a 100644
--- a/docs/reference/plotPathway.html
+++ b/docs/reference/plotPathway.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generate violin plots for pathway analysis results — plotPathway • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generate violin plots for pathway analysis results — plotPathway"><meta property="og:description" content="Generate violin plots for pathway analysis results"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generate violin plots for pathway analysis results — plotPathway • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generate violin plots for pathway analysis results — plotPathway"><meta property="og:description" content="Generate violin plots for pathway analysis results"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
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       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
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 <li>
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-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -230,86 +230,86 @@ <h1>Generate violin plots for pathway analysis results</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object. With
 <code><a href="runGSVA.html">runGSVA()</a></code> or <code><a href="runVAM.html">runVAM()</a></code> applied in advance.</p></dd>
 
 
-<dt>resultName</dt>
+<dt id="arg-resultname">resultName<a class="anchor" aria-label="anchor" href="#arg-resultname"></a></dt>
 <dd><p>A single character of the name of a score matrix, which
 should be found in <code>getPathwayResultNames(inSCE)</code>.</p></dd>
 
 
-<dt>geneset</dt>
+<dt id="arg-geneset">geneset<a class="anchor" aria-label="anchor" href="#arg-geneset"></a></dt>
 <dd><p>A single character specifying the geneset of interest. Should
 be found in the geneSetCollection used for performing the analysis.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Either a single character specifying a column of
 <code>colData(inSCE)</code> or a vector of equal length as the number of cells.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>boxplot</dt>
+<dt id="arg-boxplot">boxplot<a class="anchor" aria-label="anchor" href="#arg-boxplot"></a></dt>
 <dd><p>Boolean, Whether to add a boxplot. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>violin</dt>
+<dt id="arg-violin">violin<a class="anchor" aria-label="anchor" href="#arg-violin"></a></dt>
 <dd><p>Boolean, Whether to add a violin plot. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>dots</dt>
+<dt id="arg-dots">dots<a class="anchor" aria-label="anchor" href="#arg-dots"></a></dt>
 <dd><p>Boolean, If <code>TRUE</code>, will plot dots for each violin plot.
 Default <code>TRUE</code>.</p></dd>
 
 
-<dt>summary</dt>
+<dt id="arg-summary">summary<a class="anchor" aria-label="anchor" href="#arg-summary"></a></dt>
 <dd><p>Adds a summary statistic, as well as a crossbar to the violin
 plot. Options are <code>"mean"</code> or <code>"median"</code>, and <code>NULL</code> for not
 adding. Default <code>"median"</code>.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default <code>10</code>.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default <code>10</code>.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default <code>0.5</code>.</p></dd>
 
 
-<dt>transparency</dt>
+<dt id="arg-transparency">transparency<a class="anchor" aria-label="anchor" href="#arg-transparency"></a></dt>
 <dd><p>Transparency of the dots, values will be 0-1. Default
 <code>1</code>.</p></dd>
 
 
-<dt>defaultTheme</dt>
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
 <dd><p>Removes grid in plot and sets axis title size to
 <code>10</code> when <code>TRUE</code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>gridLine</dt>
+<dt id="arg-gridline">gridLine<a class="anchor" aria-label="anchor" href="#arg-gridline"></a></dt>
 <dd><p>Adds a horizontal grid line if <code>TRUE</code>. Will still be
 drawn even if <code>defaultTheme</code> is <code>TRUE</code>. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Title of plot. Default using <code>geneset</code>.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of the title of the plot. Default <code>15</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>ggplot</code> object for the violin plot</p>
+    <p>A <code>ggplot</code> object for the violin plot</p>
     </div>
     <div id="details">
     <h2>Details</h2>
@@ -329,7 +329,7 @@ <h2>Examples</h2>
 <span class="r-in"><span>                              by <span class="op">=</span> <span class="st">"rownames"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runVAM.html">runVAM</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span>, geneSetCollectionName <span class="op">=</span> <span class="st">"GeneSetCollection"</span>,</span></span>
 <span class="r-in"><span>              useAssay <span class="op">=</span> <span class="st">"logcounts"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:16:33 2024 ... Running VAM</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:29:36 2025 ... Running VAM</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> gene.weights not specified, defaulting all weights to 1</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Computing VAM distances for 2 gene sets, 195 cells and 200 genes.</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Min set size: 10, median size: 10</span>
@@ -349,15 +349,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotRunPerCellQCResults.html b/docs/reference/plotRunPerCellQCResults.html
index db048362b..7aece310c 100644
--- a/docs/reference/plotRunPerCellQCResults.html
+++ b/docs/reference/plotRunPerCellQCResults.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runPerCellQC outputs. — plotRunPerCellQCResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runPerCellQC outputs. — plotRunPerCellQCResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runPerCellQC outputs. — plotRunPerCellQCResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runPerCellQC outputs. — plotRunPerCellQCResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
  runPerCellQC function stored in the colData slot of the SingleCellExperiment
  object via various plots."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -242,133 +242,133 @@ <h1>Plots for runPerCellQC outputs.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results from
 <code><a href="runPerCellQC.html">runPerCellQC</a></code>. Required.</p></dd>
 
 
-<dt>sample</dt>
-<dd><p>Character vector or colData variable name. Indicates which 
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
+<dd><p>Character vector or colData variable name. Indicates which
 sample each cell belongs to. Default <code>NULL</code>.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Groupings for each numeric value. Users may input a vector
-equal length to the number of the samples in <code>inSCE</code>, or can be 
+equal length to the number of the samples in <code>inSCE</code>, or can be
 retrieved from the colData slot. Default <code>NULL</code>.</p></dd>
 
 
-<dt>combinePlot</dt>
-<dd><p>Must be either <code>"all"</code>, <code>"sample"</code>, or 
-<code>"none"</code>. <code>"all"</code> will combine all plots into a single ggplot 
-object, while <code>"sample"</code> will output a list of plots separated by 
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
+<dd><p>Must be either <code>"all"</code>, <code>"sample"</code>, or
+<code>"none"</code>. <code>"all"</code> will combine all plots into a single ggplot
+object, while <code>"sample"</code> will output a list of plots separated by
 sample. Default <code>"all"</code>.</p></dd>
 
 
-<dt>violin</dt>
-<dd><p>Boolean. If <code>TRUE</code>, will plot the violin plot. Default 
+<dt id="arg-violin">violin<a class="anchor" aria-label="anchor" href="#arg-violin"></a></dt>
+<dd><p>Boolean. If <code>TRUE</code>, will plot the violin plot. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>boxplot</dt>
-<dd><p>Boolean. If <code>TRUE</code>, will plot boxplots for each violin 
+<dt id="arg-boxplot">boxplot<a class="anchor" aria-label="anchor" href="#arg-boxplot"></a></dt>
+<dd><p>Boolean. If <code>TRUE</code>, will plot boxplots for each violin
 plot. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>dots</dt>
+<dt id="arg-dots">dots<a class="anchor" aria-label="anchor" href="#arg-dots"></a></dt>
 <dd><p>Boolean. If <code>TRUE</code>, will plot dots for each violin plot.
 Default <code>TRUE</code>.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default <code>0.5</code>.</p></dd>
 
 
-<dt>summary</dt>
+<dt id="arg-summary">summary<a class="anchor" aria-label="anchor" href="#arg-summary"></a></dt>
 <dd><p>Adds a summary statistic, as well as a crossbar to the
-violin plot. Options are <code>"mean"</code> or <code>"median"</code>. Default 
+violin plot. Options are <code>"mean"</code> or <code>"median"</code>. Default
 <code>"median"</code>.</p></dd>
 
 
-<dt>summaryTextSize</dt>
+<dt id="arg-summarytextsize">summaryTextSize<a class="anchor" aria-label="anchor" href="#arg-summarytextsize"></a></dt>
 <dd><p>The text size of the summary statistic displayed
 above the violin plot. Default <code>3</code>.</p></dd>
 
 
-<dt>baseSize</dt>
+<dt id="arg-basesize">baseSize<a class="anchor" aria-label="anchor" href="#arg-basesize"></a></dt>
 <dd><p>The base font size for all text. Default <code>15</code>.
-Can be overwritten by <code>titleSize</code>, <code>axisSize</code>, and 
+Can be overwritten by <code>titleSize</code>, <code>axisSize</code>, and
 <code>axisLabelSize</code>.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default <code>NULL</code>.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default <code>NULL</code>.</p></dd>
 
 
-<dt>transparency</dt>
+<dt id="arg-transparency">transparency<a class="anchor" aria-label="anchor" href="#arg-transparency"></a></dt>
 <dd><p>Transparency of the dots, values will be 0-1. Default <code>1</code>.</p></dd>
 
 
-<dt>defaultTheme</dt>
-<dd><p>Removes grid in plot and sets axis title size to 
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
+<dd><p>Removes grid in plot and sets axis title size to
 <code>10</code> when <code>TRUE</code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default <code>NULL</code>.</p></dd>
 
 
-<dt>relHeights</dt>
-<dd><p>Relative heights of plots when combine is set. Default 
+<dt id="arg-relheights">relHeights<a class="anchor" aria-label="anchor" href="#arg-relheights"></a></dt>
+<dd><p>Relative heights of plots when combine is set. Default
 <code>1</code>.</p></dd>
 
 
-<dt>relWidths</dt>
-<dd><p>Relative widths of plots when combine is set. Default 
+<dt id="arg-relwidths">relWidths<a class="anchor" aria-label="anchor" href="#arg-relwidths"></a></dt>
+<dd><p>Relative widths of plots when combine is set. Default
 <code>1</code>.</p></dd>
 
 
-<dt>labelSamples</dt>
-<dd><p>Will label sample name in title of plot if <code>TRUE</code>. 
+<dt id="arg-labelsamples">labelSamples<a class="anchor" aria-label="anchor" href="#arg-labelsamples"></a></dt>
+<dd><p>Will label sample name in title of plot if <code>TRUE</code>.
 Default <code>TRUE</code>.</p></dd>
 
 
-<dt>plotNCols</dt>
-<dd><p>Number of columns when plots are combined in a grid. Default 
+<dt id="arg-plotncols">plotNCols<a class="anchor" aria-label="anchor" href="#arg-plotncols"></a></dt>
+<dd><p>Number of columns when plots are combined in a grid. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>plotNRows</dt>
-<dd><p>Number of rows when plots are combined in a grid. Default 
+<dt id="arg-plotnrows">plotNRows<a class="anchor" aria-label="anchor" href="#arg-plotnrows"></a></dt>
+<dd><p>Number of rows when plots are combined in a grid. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>samplePerColumn</dt>
-<dd><p>If <code>TRUE</code>, when there are multiple samples and 
-combining by <code>"all"</code>, the output .ggplot will have plots from each 
+<dt id="arg-samplepercolumn">samplePerColumn<a class="anchor" aria-label="anchor" href="#arg-samplepercolumn"></a></dt>
+<dd><p>If <code>TRUE</code>, when there are multiple samples and
+combining by <code>"all"</code>, the output .ggplot will have plots from each
 sample on a single column. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>sampleRelHeights</dt>
-<dd><p>If there are multiple samples and combining by 
+<dt id="arg-samplerelheights">sampleRelHeights<a class="anchor" aria-label="anchor" href="#arg-samplerelheights"></a></dt>
+<dd><p>If there are multiple samples and combining by
 <code>"all"</code>, the relative heights for each plot. Default <code>1</code>.</p></dd>
 
 
-<dt>sampleRelWidths</dt>
-<dd><p>If there are multiple samples and combining by 
+<dt id="arg-samplerelwidths">sampleRelWidths<a class="anchor" aria-label="anchor" href="#arg-samplerelwidths"></a></dt>
+<dd><p>If there are multiple samples and combining by
 <code>"all"</code>, the relative widths for each plot. Default <code>1</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>list of .ggplot objects</p>
+    <p>list of .ggplot objects</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
@@ -380,8 +380,8 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runPerCellQC.html">runPerCellQC</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:16:34 2024 ... Running 'perCellQCMetrics'</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:16:34 2024 ...... Attempting to find mitochondrial genes by identifying features in 'rownames' that match mitochondrial genes from reference 'human' and ID type 'ensembl'.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:29:37 2025 ... Running 'perCellQCMetrics'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:29:37 2025 ...... Attempting to find mitochondrial genes by identifying features in 'rownames' that match mitochondrial genes from reference 'human' and ID type 'ensembl'.</span>
 <span class="r-in"><span><span class="fu">plotRunPerCellQCResults</span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="plotRunPerCellQCResults-1.png" alt="" width="700" height="433"></span>
 </code></pre></div>
@@ -398,15 +398,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotSCEBarAssayData-1.png b/docs/reference/plotSCEBarAssayData-1.png
index 51b743bbd9e99cc57c8865c337e5581392e1f401..f777cd8626288d59596fa6f3910c45375cded6da 100644
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diff --git a/docs/reference/plotSCEBarAssayData.html b/docs/reference/plotSCEBarAssayData.html
index 4715631a8..0df14ab03 100644
--- a/docs/reference/plotSCEBarAssayData.html
+++ b/docs/reference/plotSCEBarAssayData.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Bar plot of assay data. — plotSCEBarAssayData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Bar plot of assay data. — plotSCEBarAssayData"><meta property="og:description" content="Visualizes values stored in the assay slot of a
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Bar plot of assay data. — plotSCEBarAssayData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Bar plot of assay data. — plotSCEBarAssayData"><meta property="og:description" content="Visualizes values stored in the assay slot of a
  SingleCellExperiment object via a bar plot."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -235,87 +235,89 @@ <h1>Bar plot of assay data.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results. Required.</p></dd>
 
 
-<dt>feature</dt>
+<dt id="arg-feature">feature<a class="anchor" aria-label="anchor" href="#arg-feature"></a></dt>
 <dd><p>Name of feature stored in assay of SingleCellExperiment
 object.</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>Character vector. Indicates which sample each cell belongs to.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Indicate which assay to use. Default "counts".</p></dd>
 
 
-<dt>featureLocation</dt>
+<dt id="arg-featurelocation">featureLocation<a class="anchor" aria-label="anchor" href="#arg-featurelocation"></a></dt>
 <dd><p>Indicates which column name of rowData to query gene.</p></dd>
 
 
-<dt>featureDisplay</dt>
+<dt id="arg-featuredisplay">featureDisplay<a class="anchor" aria-label="anchor" href="#arg-featuredisplay"></a></dt>
 <dd><p>Indicates which column name of rowData to use
 to display feature for visualization.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Groupings for each numeric value. A user may input a vector
 equal length to the number of the samples in the SingleCellExperiment
 object, or can be retrieved from the colData slot. Default NULL.</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default NULL.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default NULL.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default 10.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default 10.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default 0.1.</p></dd>
 
 
-<dt>transparency</dt>
+<dt id="arg-transparency">transparency<a class="anchor" aria-label="anchor" href="#arg-transparency"></a></dt>
 <dd><p>Transparency of the dots, values will be 0-1. Default 1.</p></dd>
 
 
-<dt>defaultTheme</dt>
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
 <dd><p>Removes grid in plot and sets axis title size to 10
 when TRUE. Default TRUE.</p></dd>
 
 
-<dt>gridLine</dt>
+<dt id="arg-gridline">gridLine<a class="anchor" aria-label="anchor" href="#arg-gridline"></a></dt>
 <dd><p>Adds a horizontal grid line if TRUE. Will still be
 drawn even if defaultTheme is TRUE. Default FALSE.</p></dd>
 
 
-<dt>summary</dt>
+<dt id="arg-summary">summary<a class="anchor" aria-label="anchor" href="#arg-summary"></a></dt>
 <dd><p>Adds a summary statistic, as well as a crossbar to the
 violin plot. Options are "mean" or "median". Default NULL.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Title of plot. Default NULL.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default 15.</p></dd>
 
 
-<dt>combinePlot</dt>
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
 <dd><p>Boolean. If multiple plots are generated (multiple
 samples, etc.), will combined plots using `cowplot::plot_grid`.
 Default TRUE.</p></dd>
@@ -323,9 +325,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>a ggplot of the barplot of assay data.</p>
+    <p>a ggplot of the barplot of assay data.</p>
     </div>
 
     <div id="ref-examples">
@@ -350,15 +350,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotSCEBarColData-1.png b/docs/reference/plotSCEBarColData-1.png
index 4269c47cbd1570ff2b53dcf1e49c6c68f15c83ef..cc5adb1947f6ec0b931d93683f659a103bfe20db 100644
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diff --git a/docs/reference/plotSCEBarColData.html b/docs/reference/plotSCEBarColData.html
index f0f58e971..59d7a378f 100644
--- a/docs/reference/plotSCEBarColData.html
+++ b/docs/reference/plotSCEBarColData.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
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+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Bar plot of colData. — plotSCEBarColData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Bar plot of colData. — plotSCEBarColData"><meta property="og:description" content="Visualizes values stored in the colData slot of a
  SingleCellExperiment object via a bar plot."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <![endif]--></head><body data-spy="scroll" data-target="#toc">
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+
 
     <div class="container template-reference-topic">
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@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
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 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
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 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -233,78 +233,80 @@ <h1>Bar plot of colData.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results. Required.</p></dd>
 
 
-<dt>coldata</dt>
+<dt id="arg-coldata">coldata<a class="anchor" aria-label="anchor" href="#arg-coldata"></a></dt>
 <dd><p>colData value that will be plotted.</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>Character vector. Indicates which sample each cell belongs to.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Groupings for each numeric value. A user may input a vector
 equal length to the number of the samples in the SingleCellExperiment
 object, or can be retrieved from the colData slot. Default NULL.</p></dd>
 
 
-<dt>dots</dt>
+<dt id="arg-dots">dots<a class="anchor" aria-label="anchor" href="#arg-dots"></a></dt>
 <dd><p>Boolean. If TRUE, will plot dots for each violin plot.
 Default TRUE.</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default NULL.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default NULL.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default 10.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default 10.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default 0.1.</p></dd>
 
 
-<dt>transparency</dt>
+<dt id="arg-transparency">transparency<a class="anchor" aria-label="anchor" href="#arg-transparency"></a></dt>
 <dd><p>Transparency of the dots, values will be 0-1. Default 1.</p></dd>
 
 
-<dt>defaultTheme</dt>
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
 <dd><p>Removes grid in plot and sets axis title size to 10
 when TRUE. Default TRUE.</p></dd>
 
 
-<dt>gridLine</dt>
+<dt id="arg-gridline">gridLine<a class="anchor" aria-label="anchor" href="#arg-gridline"></a></dt>
 <dd><p>Adds a horizontal grid line if TRUE. Will still be
 drawn even if defaultTheme is TRUE. Default FALSE.</p></dd>
 
 
-<dt>summary</dt>
+<dt id="arg-summary">summary<a class="anchor" aria-label="anchor" href="#arg-summary"></a></dt>
 <dd><p>Adds a summary statistic, as well as a crossbar to the
 violin plot. Options are "mean" or "median". Default NULL.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Title of plot. Default NULL.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default 15.</p></dd>
 
 
-<dt>combinePlot</dt>
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
 <dd><p>Boolean. If multiple plots are generated (multiple
 samples, etc.), will combined plots using `cowplot::plot_grid`.
 Default TRUE.</p></dd>
@@ -312,9 +314,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>a ggplot of the barplot of coldata.</p>
+    <p>a ggplot of the barplot of coldata.</p>
     </div>
 
     <div id="ref-examples">
@@ -339,15 +339,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotSCEBatchFeatureMean-1.png b/docs/reference/plotSCEBatchFeatureMean-1.png
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diff --git a/docs/reference/plotSCEBatchFeatureMean.html b/docs/reference/plotSCEBatchFeatureMean.html
index ae7c2b6fc..657524cdd 100644
--- a/docs/reference/plotSCEBatchFeatureMean.html
+++ b/docs/reference/plotSCEBatchFeatureMean.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot mean feature value in each batch of a SingleCellExperiment object — plotSCEBatchFeatureMean • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot mean feature value in each batch of a SingleCellExperiment object — plotSCEBatchFeatureMean"><meta property="og:description" content="Plot mean feature value in each batch of a SingleCellExperiment object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot mean feature value in each batch of a SingleCellExperiment object — plotSCEBatchFeatureMean • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot mean feature value in each batch of a SingleCellExperiment object — plotSCEBatchFeatureMean"><meta property="og:description" content="Plot mean feature value in each batch of a SingleCellExperiment object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -222,48 +222,48 @@ <h1>Plot mean feature value in each batch of a SingleCellExperiment object</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>SingleCellExperiment inherited object.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A single character. The name of the assay that stores the
 value to plot. For <code>useReddim</code> and <code>useAltExp</code> also. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>useReddim</dt>
+<dt id="arg-usereddim">useReddim<a class="anchor" aria-label="anchor" href="#arg-usereddim"></a></dt>
 <dd><p>A single character. The name of the dimension reduced
 matrix that stores the value to plot. Default <code>NULL</code>.</p></dd>
 
 
-<dt>useAltExp</dt>
+<dt id="arg-usealtexp">useAltExp<a class="anchor" aria-label="anchor" href="#arg-usealtexp"></a></dt>
 <dd><p>A single character. The name of the alternative experiment
 that stores an assay of the value to plot. Default <code>NULL</code>.</p></dd>
 
 
-<dt>batch</dt>
+<dt id="arg-batch">batch<a class="anchor" aria-label="anchor" href="#arg-batch"></a></dt>
 <dd><p>A single character. The name of batch annotation column in
 <code>colData(inSCE)</code>. Default <code>"batch"</code>.</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>label for x-axis. Default <code>"batch"</code>.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>label for y-axis. Default <code>"Feature Mean"</code>.</p></dd>
 
 
-<dt>...</dt>
+<dt id="arg--">...<a class="anchor" aria-label="anchor" href="#arg--"></a></dt>
 <dd><p>Additional arguments passed to <code>.ggViolin</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>ggplot</p>
+    <p>ggplot</p>
     </div>
 
     <div id="ref-examples">
@@ -285,15 +285,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotSCEDensity.html b/docs/reference/plotSCEDensity.html
index 81bdceb16..38af4ada5 100644
--- a/docs/reference/plotSCEDensity.html
+++ b/docs/reference/plotSCEDensity.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Density plot of any data stored in the SingleCellExperiment object. — plotSCEDensity • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Density plot of any data stored in the SingleCellExperiment object. — plotSCEDensity"><meta property="og:description" content="Visualizes values stored in any slot of a
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Density plot of any data stored in the SingleCellExperiment object. — plotSCEDensity • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Density plot of any data stored in the SingleCellExperiment object. — plotSCEDensity"><meta property="og:description" content="Visualizes values stored in any slot of a
  SingleCellExperiment object via a densityn plot."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -233,91 +233,91 @@ <h1>Density plot of any data stored in the SingleCellExperiment object.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results. Required.</p></dd>
 
 
-<dt>slotName</dt>
+<dt id="arg-slotname">slotName<a class="anchor" aria-label="anchor" href="#arg-slotname"></a></dt>
 <dd><p>Desired slot of SingleCellExperiment used for plotting. Possible
 options: "assays", "colData", "metadata", "reducedDims". Required.</p></dd>
 
 
-<dt>itemName</dt>
+<dt id="arg-itemname">itemName<a class="anchor" aria-label="anchor" href="#arg-itemname"></a></dt>
 <dd><p>Desired vector within the slot used for plotting. Required.</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>Character vector. Indicates which sample each cell belongs to.</p></dd>
 
 
-<dt>feature</dt>
+<dt id="arg-feature">feature<a class="anchor" aria-label="anchor" href="#arg-feature"></a></dt>
 <dd><p>Desired name of feature stored in assay of SingleCellExperiment
 object. Only used when "assays" slotName is selected. Default NULL.</p></dd>
 
 
-<dt>dimension</dt>
+<dt id="arg-dimension">dimension<a class="anchor" aria-label="anchor" href="#arg-dimension"></a></dt>
 <dd><p>Desired dimension stored in the specified reducedDims.
 Either an integer which indicates the column or a character vector specifies
 column name. By default, the 1st dimension/column will be used.
 Only used when "reducedDims" slotName is selected. Default NULL.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Groupings for each numeric value. A user may input a vector
 equal length to the number of the samples in the SingleCellExperiment
 object, or can be retrieved from the colData slot. Default NULL.</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default NULL.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default NULL.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default 10.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default 10.</p></dd>
 
 
-<dt>defaultTheme</dt>
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
 <dd><p>Removes grid in plot and sets axis title size to 10
 when TRUE. Default TRUE.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Title of plot. Default NULL.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default 15.</p></dd>
 
 
-<dt>cutoff</dt>
+<dt id="arg-cutoff">cutoff<a class="anchor" aria-label="anchor" href="#arg-cutoff"></a></dt>
 <dd><p>Numeric value. The plot will be annotated with a vertical line
 if set. Default NULL.</p></dd>
 
 
-<dt>combinePlot</dt>
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
 <dd><p>Must be either "all", "sample", or "none". "all" will combine all plots into a single
 .ggplot object, while "sample" will output a list of plots separated by sample. Default "none".</p></dd>
 
 
-<dt>plotLabels</dt>
+<dt id="arg-plotlabels">plotLabels<a class="anchor" aria-label="anchor" href="#arg-plotlabels"></a></dt>
 <dd><p>labels to each plot. If set to "default", will use the name of the samples
 as the labels. If set to "none", no label will be plotted.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>a ggplot object of the density plot.</p>
+    <p>a ggplot object of the density plot.</p>
     </div>
 
     <div id="ref-examples">
@@ -342,15 +342,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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@@ -1,10 +1,10 @@
 <!DOCTYPE html>
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+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Density plot of assay data. — plotSCEDensityAssayData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Density plot of assay data. — plotSCEDensityAssayData"><meta property="og:description" content="Visualizes values stored in the assay slot of a
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+
 
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@@ -18,7 +18,7 @@
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       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
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 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
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   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
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-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -233,88 +233,88 @@ <h1>Density plot of assay data.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results. Required.</p></dd>
 
 
-<dt>feature</dt>
+<dt id="arg-feature">feature<a class="anchor" aria-label="anchor" href="#arg-feature"></a></dt>
 <dd><p>Name of feature stored in assay of SingleCellExperiment
 object.</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>Character vector. Indicates which sample each cell belongs to.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Indicate which assay to use. Default "counts".</p></dd>
 
 
-<dt>featureLocation</dt>
+<dt id="arg-featurelocation">featureLocation<a class="anchor" aria-label="anchor" href="#arg-featurelocation"></a></dt>
 <dd><p>Indicates which column name of rowData to query gene.</p></dd>
 
 
-<dt>featureDisplay</dt>
+<dt id="arg-featuredisplay">featureDisplay<a class="anchor" aria-label="anchor" href="#arg-featuredisplay"></a></dt>
 <dd><p>Indicates which column name of rowData to use
 to display feature for visualization.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Groupings for each numeric value. A user may input a vector
 equal length to the number of the samples in the SingleCellExperiment
 object, or can be retrieved from the colData slot. Default NULL.</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default NULL.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default NULL.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default 10.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default 10.</p></dd>
 
 
-<dt>defaultTheme</dt>
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
 <dd><p>Removes grid in plot and sets axis title size to 10
 when TRUE. Default TRUE.</p></dd>
 
 
-<dt>cutoff</dt>
+<dt id="arg-cutoff">cutoff<a class="anchor" aria-label="anchor" href="#arg-cutoff"></a></dt>
 <dd><p>Numeric value. The plot will be annotated with a vertical line
 if set. Default NULL.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Title of plot. Default NULL.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default 15.</p></dd>
 
 
-<dt>combinePlot</dt>
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
 <dd><p>Must be either "all", "sample", or "none". "all" will combine all plots into a single
 .ggplot object, while "sample" will output a list of plots separated by sample. Default "none".</p></dd>
 
 
-<dt>plotLabels</dt>
+<dt id="arg-plotlabels">plotLabels<a class="anchor" aria-label="anchor" href="#arg-plotlabels"></a></dt>
 <dd><p>labels to each plot. If set to "default", will use the name of the samples
 as the labels. If set to "none", no label will be plotted.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>a ggplot of the density plot of assay data.</p>
+    <p>a ggplot of the density plot of assay data.</p>
     </div>
 
     <div id="ref-examples">
@@ -341,15 +341,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotSCEDensityColData-1.png b/docs/reference/plotSCEDensityColData-1.png
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diff --git a/docs/reference/plotSCEDensityColData.html b/docs/reference/plotSCEDensityColData.html
index 54839a629..4ef5b54e9 100644
--- a/docs/reference/plotSCEDensityColData.html
+++ b/docs/reference/plotSCEDensityColData.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Density plot of colData. — plotSCEDensityColData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Density plot of colData. — plotSCEDensityColData"><meta property="og:description" content="Visualizes values stored in the colData slot of a
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Density plot of colData. — plotSCEDensityColData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Density plot of colData. — plotSCEDensityColData"><meta property="og:description" content="Visualizes values stored in the colData slot of a
  SingleCellExperiment object via a density plot."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
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+
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 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
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 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -231,80 +231,80 @@ <h1>Density plot of colData.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results. Required.</p></dd>
 
 
-<dt>coldata</dt>
+<dt id="arg-coldata">coldata<a class="anchor" aria-label="anchor" href="#arg-coldata"></a></dt>
 <dd><p>colData value that will be plotted.</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>Character vector. Indicates which sample each cell belongs to.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Groupings for each numeric value. A user may input a vector
 equal length to the number of the samples in the SingleCellExperiment
 object, or can be retrieved from the colData slot. Default NULL.</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default NULL.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default NULL.</p></dd>
 
 
-<dt>baseSize</dt>
+<dt id="arg-basesize">baseSize<a class="anchor" aria-label="anchor" href="#arg-basesize"></a></dt>
 <dd><p>The base font size for all text. Default 12.
 Can be overwritten by titleSize, axisSize, and axisLabelSize,
 legendSize, legendTitleSize.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default NULL.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default NULL.</p></dd>
 
 
-<dt>defaultTheme</dt>
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
 <dd><p>Removes grid in plot and sets axis title size to 10
 when TRUE. Default TRUE.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Title of plot. Default NULL.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default 15.</p></dd>
 
 
-<dt>cutoff</dt>
+<dt id="arg-cutoff">cutoff<a class="anchor" aria-label="anchor" href="#arg-cutoff"></a></dt>
 <dd><p>Numeric value. The plot will be annotated with a vertical line
 if set. Default NULL.</p></dd>
 
 
-<dt>combinePlot</dt>
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
 <dd><p>Must be either "all", "sample", or "none". "all" will combine all plots into a single
 .ggplot object, while "sample" will output a list of plots separated by sample. Default "none".</p></dd>
 
 
-<dt>plotLabels</dt>
+<dt id="arg-plotlabels">plotLabels<a class="anchor" aria-label="anchor" href="#arg-plotlabels"></a></dt>
 <dd><p>labels to each plot. If set to "default", will use the name of the samples
 as the labels. If set to "none", no label will be plotted.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>a ggplot of the density plot of colData.</p>
+    <p>a ggplot of the density plot of colData.</p>
     </div>
 
     <div id="ref-examples">
@@ -331,15 +331,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotSCEDimReduceColData.html b/docs/reference/plotSCEDimReduceColData.html
index ba8db9116..9f14a9001 100644
--- a/docs/reference/plotSCEDimReduceColData.html
+++ b/docs/reference/plotSCEDimReduceColData.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
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+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Dimension reduction plot tool for colData — plotSCEDimReduceColData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Dimension reduction plot tool for colData — plotSCEDimReduceColData"><meta property="og:description" content="Plot results of reduced dimensions data and
  colors by annotation data stored in the colData slot."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
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 </li>
 <li>
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-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -248,165 +248,165 @@ <h1>Dimension reduction plot tool for colData</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results. Required.</p></dd>
 
 
-<dt>colorBy</dt>
+<dt id="arg-colorby">colorBy<a class="anchor" aria-label="anchor" href="#arg-colorby"></a></dt>
 <dd><p>Color by a condition(any column of the annotation data).
 Required.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>Saved dimension reduction matrix name in the
 SingleCellExperiment object. Required.</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>Character vector. Indicates which sample each cell belongs to.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Group by a condition(any column of the annotation data).
 Default NULL.</p></dd>
 
 
-<dt>conditionClass</dt>
+<dt id="arg-conditionclass">conditionClass<a class="anchor" aria-label="anchor" href="#arg-conditionclass"></a></dt>
 <dd><p>Class of the annotation data used in colorBy.
 Options are NULL, "factor" or "numeric". If NULL, class will default to the
 original class. Default NULL.</p></dd>
 
 
-<dt>shape</dt>
+<dt id="arg-shape">shape<a class="anchor" aria-label="anchor" href="#arg-shape"></a></dt>
 <dd><p>Add shapes to each condition.</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default NULL.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default NULL.</p></dd>
 
 
-<dt>baseSize</dt>
+<dt id="arg-basesize">baseSize<a class="anchor" aria-label="anchor" href="#arg-basesize"></a></dt>
 <dd><p>The base font size for all text. Default 12.
 Can be overwritten by titleSize, axisSize, and axisLabelSize,
 legendSize, legendTitleSize.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default NULL.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default NULL.</p></dd>
 
 
-<dt>dim1</dt>
+<dt id="arg-dim-">dim1<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
 <dd><p>1st dimension to be used for plotting. Can either be a string which specifies
 the name of the dimension to be plotted from reducedDims, or a numeric value which specifies
 the index of the dimension to be plotted. Default is NULL.</p></dd>
 
 
-<dt>dim2</dt>
+<dt id="arg-dim-">dim2<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
 <dd><p>2nd dimension to be used for plotting. Can either be a string which specifies
 the name of the dimension to be plotted from reducedDims, or a numeric value which specifies
 the index of the dimension to be plotted. Default is NULL.</p></dd>
 
 
-<dt>bin</dt>
+<dt id="arg-bin">bin<a class="anchor" aria-label="anchor" href="#arg-bin"></a></dt>
 <dd><p>Numeric vector. If single value, will divide the numeric values into the `bin` groups.
 If more than one value, will bin numeric values using values as a cut point.</p></dd>
 
 
-<dt>binLabel</dt>
+<dt id="arg-binlabel">binLabel<a class="anchor" aria-label="anchor" href="#arg-binlabel"></a></dt>
 <dd><p>Character vector. Labels for the bins created by the `bin` parameter.
 Default NULL.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default 0.1.</p></dd>
 
 
-<dt>transparency</dt>
+<dt id="arg-transparency">transparency<a class="anchor" aria-label="anchor" href="#arg-transparency"></a></dt>
 <dd><p>Transparency of the dots, values will be 0-1. Default 1.</p></dd>
 
 
-<dt>colorScale</dt>
+<dt id="arg-colorscale">colorScale<a class="anchor" aria-label="anchor" href="#arg-colorscale"></a></dt>
 <dd><p>Vector. Needs to be same length as the
 number of unique levels of colorBy. Will be used only if
 conditionClass = "factor" or "character". Default NULL.</p></dd>
 
 
-<dt>colorLow</dt>
+<dt id="arg-colorlow">colorLow<a class="anchor" aria-label="anchor" href="#arg-colorlow"></a></dt>
 <dd><p>Character. A color available from `colors()`.
 The color will be used to signify the lowest values on the scale.
 Default 'white'.</p></dd>
 
 
-<dt>colorMid</dt>
+<dt id="arg-colormid">colorMid<a class="anchor" aria-label="anchor" href="#arg-colormid"></a></dt>
 <dd><p>Character. A color available from `colors()`.
 The color will be used to signify the midpoint on the scale.
 Default 'gray'.</p></dd>
 
 
-<dt>colorHigh</dt>
+<dt id="arg-colorhigh">colorHigh<a class="anchor" aria-label="anchor" href="#arg-colorhigh"></a></dt>
 <dd><p>Character. A color available from `colors()`.
 The color will be used to signify the highest values on the scale.
 Default 'blue'.</p></dd>
 
 
-<dt>defaultTheme</dt>
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
 <dd><p>adds grid to plot when TRUE. Default TRUE.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Title of plot. Default NULL.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default 15.</p></dd>
 
 
-<dt>labelClusters</dt>
+<dt id="arg-labelclusters">labelClusters<a class="anchor" aria-label="anchor" href="#arg-labelclusters"></a></dt>
 <dd><p>Logical. Whether the cluster labels are plotted.</p></dd>
 
 
-<dt>clusterLabelSize</dt>
+<dt id="arg-clusterlabelsize">clusterLabelSize<a class="anchor" aria-label="anchor" href="#arg-clusterlabelsize"></a></dt>
 <dd><p>Numeric. Determines the size of cluster label
 when `labelClusters` is set to TRUE. Default 3.5.</p></dd>
 
 
-<dt>legendTitle</dt>
+<dt id="arg-legendtitle">legendTitle<a class="anchor" aria-label="anchor" href="#arg-legendtitle"></a></dt>
 <dd><p>title of legend. Default NULL.</p></dd>
 
 
-<dt>legendTitleSize</dt>
+<dt id="arg-legendtitlesize">legendTitleSize<a class="anchor" aria-label="anchor" href="#arg-legendtitlesize"></a></dt>
 <dd><p>size of legend title. Default 12.</p></dd>
 
 
-<dt>legendSize</dt>
+<dt id="arg-legendsize">legendSize<a class="anchor" aria-label="anchor" href="#arg-legendsize"></a></dt>
 <dd><p>size of legend. Default NULL.
 Default FALSE.</p></dd>
 
 
-<dt>combinePlot</dt>
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
 <dd><p>Must be either "all", "sample", or "none". "all" will combine all plots into a single
 .ggplot object, while "sample" will output a list of plots separated by sample. Default "none".</p></dd>
 
 
-<dt>plotLabels</dt>
+<dt id="arg-plotlabels">plotLabels<a class="anchor" aria-label="anchor" href="#arg-plotlabels"></a></dt>
 <dd><p>labels to each plot. If set to "default", will use the name of the samples
 as the labels. If set to "none", no label will be plotted.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>a ggplot of the reduced dimension plot of coldata.</p>
+    <p>a ggplot of the reduced dimension plot of coldata.</p>
     </div>
 
     <div id="ref-examples">
@@ -441,15 +441,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotSCEDimReduceFeatures.html b/docs/reference/plotSCEDimReduceFeatures.html
index be96a5019..46130d4ad 100644
--- a/docs/reference/plotSCEDimReduceFeatures.html
+++ b/docs/reference/plotSCEDimReduceFeatures.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Dimension reduction plot tool for assay data — plotSCEDimReduceFeatures • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Dimension reduction plot tool for assay data — plotSCEDimReduceFeatures"><meta property="og:description" content="Plot results of reduced dimensions data and
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Dimension reduction plot tool for assay data — plotSCEDimReduceFeatures • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Dimension reduction plot tool for assay data — plotSCEDimReduceFeatures"><meta property="og:description" content="Plot results of reduced dimensions data and
  colors by feature data stored in the assays slot."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -246,150 +246,150 @@ <h1>Dimension reduction plot tool for assay data</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results. Required.</p></dd>
 
 
-<dt>feature</dt>
+<dt id="arg-feature">feature<a class="anchor" aria-label="anchor" href="#arg-feature"></a></dt>
 <dd><p>Name of feature stored in assay of SingleCellExperiment
 object.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>saved dimension reduction name in the
 SingleCellExperiment object. Required.</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>Character vector. Indicates which sample each cell belongs to.</p></dd>
 
 
-<dt>featureLocation</dt>
+<dt id="arg-featurelocation">featureLocation<a class="anchor" aria-label="anchor" href="#arg-featurelocation"></a></dt>
 <dd><p>Indicates which column name of rowData to query gene.</p></dd>
 
 
-<dt>featureDisplay</dt>
+<dt id="arg-featuredisplay">featureDisplay<a class="anchor" aria-label="anchor" href="#arg-featuredisplay"></a></dt>
 <dd><p>Indicates which column name of rowData to use
 to display feature for visualization.</p></dd>
 
 
-<dt>shape</dt>
+<dt id="arg-shape">shape<a class="anchor" aria-label="anchor" href="#arg-shape"></a></dt>
 <dd><p>add shapes to each condition. Default NULL.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Indicate which assay to use. The default is "logcounts"</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default NULL.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default NULL.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default 10.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default 10.</p></dd>
 
 
-<dt>dim1</dt>
+<dt id="arg-dim-">dim1<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
 <dd><p>1st dimension to be used for plotting. Can either be a string which specifies
 the name of the dimension to be plotted from reducedDims, or a numeric value which specifies
 the index of the dimension to be plotted. Default is NULL.</p></dd>
 
 
-<dt>dim2</dt>
+<dt id="arg-dim-">dim2<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
 <dd><p>2nd dimension to be used for plotting. Can either be a string which specifies
 the name of the dimension to be plotted from reducedDims, or a numeric value which specifies
 the index of the dimension to be plotted. Default is NULL.</p></dd>
 
 
-<dt>bin</dt>
+<dt id="arg-bin">bin<a class="anchor" aria-label="anchor" href="#arg-bin"></a></dt>
 <dd><p>Numeric vector. If single value, will divide the numeric values into the `bin` groups.
 If more than one value, will bin numeric values using values as a cut point.</p></dd>
 
 
-<dt>binLabel</dt>
+<dt id="arg-binlabel">binLabel<a class="anchor" aria-label="anchor" href="#arg-binlabel"></a></dt>
 <dd><p>Character vector. Labels for the bins created by the `bin` parameter.
 Default NULL.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default 0.1.</p></dd>
 
 
-<dt>transparency</dt>
+<dt id="arg-transparency">transparency<a class="anchor" aria-label="anchor" href="#arg-transparency"></a></dt>
 <dd><p>Transparency of the dots, values will be 0-1. Default 1.</p></dd>
 
 
-<dt>colorLow</dt>
+<dt id="arg-colorlow">colorLow<a class="anchor" aria-label="anchor" href="#arg-colorlow"></a></dt>
 <dd><p>Character. A color available from `colors()`.
 The color will be used to signify the lowest values on the scale.
 Default 'white'.</p></dd>
 
 
-<dt>colorMid</dt>
+<dt id="arg-colormid">colorMid<a class="anchor" aria-label="anchor" href="#arg-colormid"></a></dt>
 <dd><p>Character. A color available from `colors()`.
 The color will be used to signify the midpoint on the scale.
 Default 'gray'.</p></dd>
 
 
-<dt>colorHigh</dt>
+<dt id="arg-colorhigh">colorHigh<a class="anchor" aria-label="anchor" href="#arg-colorhigh"></a></dt>
 <dd><p>Character. A color available from `colors()`.
 The color will be used to signify the highest values on the scale.
 Default 'blue'.</p></dd>
 
 
-<dt>defaultTheme</dt>
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
 <dd><p>adds grid to plot when TRUE. Default TRUE.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Title of plot. Default NULL.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default 15.</p></dd>
 
 
-<dt>legendTitle</dt>
+<dt id="arg-legendtitle">legendTitle<a class="anchor" aria-label="anchor" href="#arg-legendtitle"></a></dt>
 <dd><p>title of legend. Default NULL.</p></dd>
 
 
-<dt>legendSize</dt>
+<dt id="arg-legendsize">legendSize<a class="anchor" aria-label="anchor" href="#arg-legendsize"></a></dt>
 <dd><p>size of legend. Default 10.</p></dd>
 
 
-<dt>legendTitleSize</dt>
+<dt id="arg-legendtitlesize">legendTitleSize<a class="anchor" aria-label="anchor" href="#arg-legendtitlesize"></a></dt>
 <dd><p>size of legend title. Default 12.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Facet wrap the scatterplot based on value.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>combinePlot</dt>
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
 <dd><p>Must be either "all", "sample", or "none". "all" will combine all plots into a single
 .ggplot object, while "sample" will output a list of plots separated by sample. Default "none".</p></dd>
 
 
-<dt>plotLabels</dt>
+<dt id="arg-plotlabels">plotLabels<a class="anchor" aria-label="anchor" href="#arg-plotlabels"></a></dt>
 <dd><p>labels to each plot. If set to "default", will use the name of the samples
 as the labels. If set to "none", no label will be plotted.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>a ggplot of the reduced dimension plot of feature data.</p>
+    <p>a ggplot of the reduced dimension plot of feature data.</p>
     </div>
 
     <div id="ref-examples">
@@ -415,15 +415,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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@@ -1,9 +1,9 @@
 <!DOCTYPE html>
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@@ -17,7 +17,7 @@
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       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
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@@ -34,7 +34,7 @@
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   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
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@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
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+
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@@ -180,20 +180,20 @@
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@@ -219,6 +219,8 @@ <h1>Plot heatmap of using data stored in SingleCellExperiment Object</h1>
 <span>  trim <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="op">-</span><span class="fl">2</span>, <span class="fl">2</span><span class="op">)</span>,</span>
 <span>  featureIndexBy <span class="op">=</span> <span class="st">"rownames"</span>,</span>
 <span>  cellIndexBy <span class="op">=</span> <span class="st">"rownames"</span>,</span>
+<span>  cluster_columns <span class="op">=</span> <span class="cn">FALSE</span>,</span>
+<span>  cluster_rows <span class="op">=</span> <span class="cn">FALSE</span>,</span>
 <span>  rowDataName <span class="op">=</span> <span class="cn">NULL</span>,</span>
 <span>  colDataName <span class="op">=</span> <span class="cn">NULL</span>,</span>
 <span>  aggregateRow <span class="op">=</span> <span class="cn">NULL</span>,</span>
@@ -228,6 +230,8 @@ <h1>Plot heatmap of using data stored in SingleCellExperiment Object</h1>
 <span>  featureAnnotationColor <span class="op">=</span> <span class="cn">NULL</span>,</span>
 <span>  cellAnnotationColor <span class="op">=</span> <span class="cn">NULL</span>,</span>
 <span>  palette <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"ggplot"</span>, <span class="st">"celda"</span>, <span class="st">"random"</span><span class="op">)</span>,</span>
+<span>  heatmapPalette <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"sequential"</span>, <span class="st">"diverging"</span><span class="op">)</span>,</span>
+<span>  addCellSummary <span class="op">=</span> <span class="cn">NULL</span>,</span>
 <span>  rowSplitBy <span class="op">=</span> <span class="cn">NULL</span>,</span>
 <span>  colSplitBy <span class="op">=</span> <span class="cn">NULL</span>,</span>
 <span>  rowLabel <span class="op">=</span> <span class="cn">FALSE</span>,</span>
@@ -249,203 +253,224 @@ <h1>Plot heatmap of using data stored in SingleCellExperiment Object</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>SingleCellExperiment inherited object.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>character. A string indicating the assay name that
 provides the expression level to plot. Only for <code>plotSCEHeatmap</code>.</p></dd>
 
 
-<dt>useReducedDim</dt>
+<dt id="arg-usereduceddim">useReducedDim<a class="anchor" aria-label="anchor" href="#arg-usereduceddim"></a></dt>
 <dd><p>character. A string indicating the reducedDim name that
 provides the expression level to plot. Only for <code>plotSCEDimReduceHeatmap</code>.</p></dd>
 
 
-<dt>doLog</dt>
+<dt id="arg-dolog">doLog<a class="anchor" aria-label="anchor" href="#arg-dolog"></a></dt>
 <dd><p>Logical scalar. Whether to do <code>log(assay + 1)</code>
 transformation on the assay indicated by <code>useAssay</code>. Default
 <code>FALSE</code>.</p></dd>
 
 
-<dt>featureIndex</dt>
+<dt id="arg-featureindex">featureIndex<a class="anchor" aria-label="anchor" href="#arg-featureindex"></a></dt>
 <dd><p>A vector that can subset the input SCE object by rows
 (features). Alternatively, it can be a vector identifying features in
 another feature list indicated by <code>featureIndexBy</code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>cellIndex</dt>
+<dt id="arg-cellindex">cellIndex<a class="anchor" aria-label="anchor" href="#arg-cellindex"></a></dt>
 <dd><p>A vector that can subset the input SCE object by columns
 (cells). Alternatively, it can be a vector identifying cells in another
 cell list indicated by <code>featureIndexBy</code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>scale</dt>
-<dd><p>Whether to perform z-score scaling on each row. Default
-<code>TRUE</code>.</p></dd>
+<dt id="arg-scale">scale<a class="anchor" aria-label="anchor" href="#arg-scale"></a></dt>
+<dd><p>Whether to perform z-score or min-max scaling on each row.Choose from <code>"zscore"</code>, <code>"min-max"</code> or default
+<code>TRUE</code> or <code>FALSE</code></p></dd>
 
 
-<dt>trim</dt>
+<dt id="arg-trim">trim<a class="anchor" aria-label="anchor" href="#arg-trim"></a></dt>
 <dd><p>A 2-element numeric vector. Values outside of this range will be
 trimmed to their nearst bound. Default <code>c(-2, 2)</code></p></dd>
 
 
-<dt>featureIndexBy</dt>
+<dt id="arg-featureindexby">featureIndexBy<a class="anchor" aria-label="anchor" href="#arg-featureindexby"></a></dt>
 <dd><p>A single character specifying a column name of
 <code>rowData(inSCE)</code>, or a vector of the same length as <code>nrow(inSCE)</code>,
 where we search for the non-rowname feature indices. Not applicable for
 <code>plotSCEDimReduceHeatmap</code>. Default <code>"rownames"</code>.</p></dd>
 
 
-<dt>cellIndexBy</dt>
+<dt id="arg-cellindexby">cellIndexBy<a class="anchor" aria-label="anchor" href="#arg-cellindexby"></a></dt>
 <dd><p>A single character specifying a column name of
 <code>colData(inSCE)</code>, or a vector of the same length as <code>ncol(inSCE)</code>,
 where we search for the non-rowname cell indices. Default <code>"rownames"</code>.</p></dd>
 
 
-<dt>rowDataName</dt>
+<dt id="arg-cluster-columns">cluster_columns<a class="anchor" aria-label="anchor" href="#arg-cluster-columns"></a></dt>
+<dd><p>A logical scalar that turns on/off
+clustering of columns. Default <code>FALSE</code>. Clustering columns should be turned off when using reduced dim
+for plotting as it will be sorted by PCs</p></dd>
+
+
+<dt id="arg-cluster-rows">cluster_rows<a class="anchor" aria-label="anchor" href="#arg-cluster-rows"></a></dt>
+<dd><p>A logical scalar that turns on/off clustering of rows.
+Default <code>FALSE</code>.</p></dd>
+
+
+<dt id="arg-rowdataname">rowDataName<a class="anchor" aria-label="anchor" href="#arg-rowdataname"></a></dt>
 <dd><p>character. The column name(s) in <code>rowData</code> that need
 to be added to the annotation. Not applicable for
 <code>plotSCEDimReduceHeatmap</code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>colDataName</dt>
+<dt id="arg-coldataname">colDataName<a class="anchor" aria-label="anchor" href="#arg-coldataname"></a></dt>
 <dd><p>character. The column name(s) in <code>colData</code> that need
 to be added to the annotation. Default <code>NULL</code>.</p></dd>
 
 
-<dt>aggregateRow</dt>
+<dt id="arg-aggregaterow">aggregateRow<a class="anchor" aria-label="anchor" href="#arg-aggregaterow"></a></dt>
 <dd><p>Feature variable for aggregating the heatmap by row. Can
 be a vector or a <code>rowData</code> column name for feature variable. Multiple
 variables are allowed. Default <code>NULL</code>.</p></dd>
 
 
-<dt>aggregateCol</dt>
+<dt id="arg-aggregatecol">aggregateCol<a class="anchor" aria-label="anchor" href="#arg-aggregatecol"></a></dt>
 <dd><p>Cell variable for aggregating the heatmap by column. Can
 be a vector or a <code>colData</code> column name for cell variable. Multiple
 variables are allowed. Default <code>NULL</code>.</p></dd>
 
 
-<dt>featureAnnotations</dt>
+<dt id="arg-featureannotations">featureAnnotations<a class="anchor" aria-label="anchor" href="#arg-featureannotations"></a></dt>
 <dd><p><code>data.frame</code>, with <code>rownames</code> containing
 all the features going to be plotted. Character columns should be factors.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>cellAnnotations</dt>
+<dt id="arg-cellannotations">cellAnnotations<a class="anchor" aria-label="anchor" href="#arg-cellannotations"></a></dt>
 <dd><p><code>data.frame</code>, with <code>rownames</code> containing
 all the cells going to be plotted. Character columns should be factors.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>featureAnnotationColor</dt>
+<dt id="arg-featureannotationcolor">featureAnnotationColor<a class="anchor" aria-label="anchor" href="#arg-featureannotationcolor"></a></dt>
 <dd><p>A named list. Customized color settings for
 feature labeling. Should match the entries in the <code>featureAnnotations</code>
 or <code>rowDataName</code>. For each entry, there should be a list/vector of
 colors named with categories. Default <code>NULL</code>.</p></dd>
 
 
-<dt>cellAnnotationColor</dt>
+<dt id="arg-cellannotationcolor">cellAnnotationColor<a class="anchor" aria-label="anchor" href="#arg-cellannotationcolor"></a></dt>
 <dd><p>A named list. Customized color settings for
 cell labeling. Should match the entries in the <code>cellAnnotations</code> or
 <code>colDataName</code>. For each entry, there should be a list/vector of colors
 named with categories. Default <code>NULL</code>.</p></dd>
 
 
-<dt>palette</dt>
+<dt id="arg-palette">palette<a class="anchor" aria-label="anchor" href="#arg-palette"></a></dt>
 <dd><p>Choose from <code>"ggplot"</code>, <code>"celda"</code> or <code>"random"</code>
 to generate unique category colors.</p></dd>
 
 
-<dt>rowSplitBy</dt>
+<dt id="arg-heatmappalette">heatmapPalette<a class="anchor" aria-label="anchor" href="#arg-heatmappalette"></a></dt>
+<dd><p>Choose from <code>"sequential"</code>, <code>"diverging"</code> or supply custom palette with colorScheme
+to generate unique category colors. Default is <code>"sequential"</code></p></dd>
+
+
+<dt id="arg-addcellsummary">addCellSummary<a class="anchor" aria-label="anchor" href="#arg-addcellsummary"></a></dt>
+<dd><p>Add summary barplots to column annotation. Supply the name of the column in colData as a character. This option will add summary for categorical variables
+as stacked barplots.</p></dd>
+
+
+<dt id="arg-rowsplitby">rowSplitBy<a class="anchor" aria-label="anchor" href="#arg-rowsplitby"></a></dt>
 <dd><p>character. Do semi-heatmap based on the grouping of
 this(these) annotation(s). Should exist in either <code>rowDataName</code> or
 <code>names(featureAnnotations)</code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>colSplitBy</dt>
+<dt id="arg-colsplitby">colSplitBy<a class="anchor" aria-label="anchor" href="#arg-colsplitby"></a></dt>
 <dd><p>character. Do semi-heatmap based on the grouping of
 this(these) annotation(s). Should exist in either <code>colDataName</code> or
 <code>names(cellAnnotations)</code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>rowLabel</dt>
+<dt id="arg-rowlabel">rowLabel<a class="anchor" aria-label="anchor" href="#arg-rowlabel"></a></dt>
 <dd><p>Use a logical for whether to display all the feature names,
 a single character to display a column of <code>rowData(inSCE)</code> annotation,
 a vector of the same length as full/subset <code>nrow(inSCE)</code> to display
 customized info. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>colLabel</dt>
+<dt id="arg-collabel">colLabel<a class="anchor" aria-label="anchor" href="#arg-collabel"></a></dt>
 <dd><p>Use a logical for whether to display all the cell names, a
 single character to display a column of <code>colData(inSCE)</code> annotation,
 a vector of the same length as full/subset <code>ncol(inSCE)</code> to display
 customized info. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>rowLabelSize</dt>
+<dt id="arg-rowlabelsize">rowLabelSize<a class="anchor" aria-label="anchor" href="#arg-rowlabelsize"></a></dt>
 <dd><p>A number for the font size of feature names. Default
 <code>8</code></p></dd>
 
 
-<dt>colLabelSize</dt>
+<dt id="arg-collabelsize">colLabelSize<a class="anchor" aria-label="anchor" href="#arg-collabelsize"></a></dt>
 <dd><p>A number for the font size of cell names. Default
 <code>8</code></p></dd>
 
 
-<dt>rowDend</dt>
+<dt id="arg-rowdend">rowDend<a class="anchor" aria-label="anchor" href="#arg-rowdend"></a></dt>
 <dd><p>Whether to display row dendrogram. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>colDend</dt>
+<dt id="arg-coldend">colDend<a class="anchor" aria-label="anchor" href="#arg-coldend"></a></dt>
 <dd><p>Whether to display column dendrogram. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>The main title of the whole plot. Default <code>NULL</code>.</p></dd>
 
 
-<dt>rowTitle</dt>
+<dt id="arg-rowtitle">rowTitle<a class="anchor" aria-label="anchor" href="#arg-rowtitle"></a></dt>
 <dd><p>The subtitle for the rows. Default <code>"Genes"</code>.</p></dd>
 
 
-<dt>colTitle</dt>
+<dt id="arg-coltitle">colTitle<a class="anchor" aria-label="anchor" href="#arg-coltitle"></a></dt>
 <dd><p>The subtitle for the columns. Default <code>"Cells"</code>.</p></dd>
 
 
-<dt>rowGap</dt>
+<dt id="arg-rowgap">rowGap<a class="anchor" aria-label="anchor" href="#arg-rowgap"></a></dt>
 <dd><p>A numeric value or a <code><a href="https://rdrr.io/r/grid/unit.html" class="external-link">unit</a></code> object. For the
 gap size between rows of the splitted heatmap. Default
 <code>grid::unit(0, 'mm')</code>.</p></dd>
 
 
-<dt>colGap</dt>
+<dt id="arg-colgap">colGap<a class="anchor" aria-label="anchor" href="#arg-colgap"></a></dt>
 <dd><p>A numeric value or a <code><a href="https://rdrr.io/r/grid/unit.html" class="external-link">unit</a></code> object. For the
 gap size between columns of the splitted heatmap. Default
 <code>grid::unit(0, 'mm')</code>.</p></dd>
 
 
-<dt>border</dt>
+<dt id="arg-border">border<a class="anchor" aria-label="anchor" href="#arg-border"></a></dt>
 <dd><p>A logical scalar. Whether to show the border of the heatmap or
 splitted heatmaps. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>colorScheme</dt>
+<dt id="arg-colorscheme">colorScheme<a class="anchor" aria-label="anchor" href="#arg-colorscheme"></a></dt>
 <dd><p>function. A function that generates color code by giving
 a value. Can be generated by <code><a href="https://rdrr.io/pkg/circlize/man/colorRamp2.html" class="external-link">colorRamp2</a></code>.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>...</dt>
+<dt id="arg--">...<a class="anchor" aria-label="anchor" href="#arg--"></a></dt>
 <dd><p>Other arguments passed to <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">Heatmap</a></code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot</a></code> object.</p>
+    <p>A <code><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot</a></code> object.</p>
     </div>
     <div id="author">
     <h2>Author</h2>
@@ -471,15 +496,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotSCEScatter.html b/docs/reference/plotSCEScatter.html
index e8751d732..db81588a8 100644
--- a/docs/reference/plotSCEScatter.html
+++ b/docs/reference/plotSCEScatter.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Dimension reduction plot tool for all types of data — plotSCEScatter • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Dimension reduction plot tool for all types of data — plotSCEScatter"><meta property="og:description" content="Plot results of reduced dimensions data of counts stored in any
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Dimension reduction plot tool for all types of data — plotSCEScatter • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Dimension reduction plot tool for all types of data — plotSCEScatter"><meta property="og:description" content="Plot results of reduced dimensions data of counts stored in any
 slot in the SingleCellExperiment object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -247,156 +247,156 @@ <h1>Dimension reduction plot tool for all types of data</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved dimension reduction
 components or a variable with saved results. Required.</p></dd>
 
 
-<dt>annotation</dt>
+<dt id="arg-annotation">annotation<a class="anchor" aria-label="anchor" href="#arg-annotation"></a></dt>
 <dd><p>Desired vector within the slot used for plotting. Default NULL.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>saved dimension reduction name in the
 SingleCellExperiment object.</p></dd>
 
 
-<dt>slot</dt>
+<dt id="arg-slot">slot<a class="anchor" aria-label="anchor" href="#arg-slot"></a></dt>
 <dd><p>Desired slot of SingleCellExperiment used for plotting. Possible
 options: "assays", "colData", "metadata", "reducedDims". Default NULL.</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>Character vector. Indicates which sample each cell belongs to.</p></dd>
 
 
-<dt>feature</dt>
+<dt id="arg-feature">feature<a class="anchor" aria-label="anchor" href="#arg-feature"></a></dt>
 <dd><p>name of feature stored in assay of SingleCellExperiment
 object. Will be used only if "assays" slot is chosen. Default NULL.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Group by a condition(any column of the annotation data).
 Default NULL.</p></dd>
 
 
-<dt>shape</dt>
+<dt id="arg-shape">shape<a class="anchor" aria-label="anchor" href="#arg-shape"></a></dt>
 <dd><p>add shapes to each condition.</p></dd>
 
 
-<dt>conditionClass</dt>
+<dt id="arg-conditionclass">conditionClass<a class="anchor" aria-label="anchor" href="#arg-conditionclass"></a></dt>
 <dd><p>class of the annotation data used in colorBy. Options
 are NULL, "factor" or "numeric". If NULL, class will default to the original
 class. Default NULL.</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default NULL.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default NULL.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default 10.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default 10.</p></dd>
 
 
-<dt>dim1</dt>
+<dt id="arg-dim-">dim1<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
 <dd><p>1st dimension to be used for plotting. Can either be a string which specifies
 the name of the dimension to be plotted from reducedDims, or a numeric value which specifies
 the index of the dimension to be plotted. Default is NULL.</p></dd>
 
 
-<dt>dim2</dt>
+<dt id="arg-dim-">dim2<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
 <dd><p>2nd dimension to be used for plotting. Can either be a string which specifies
 the name of the dimension to be plotted from reducedDims, or a numeric value which specifies
 the index of the dimension to be plotted. Default is NULL.</p></dd>
 
 
-<dt>bin</dt>
+<dt id="arg-bin">bin<a class="anchor" aria-label="anchor" href="#arg-bin"></a></dt>
 <dd><p>Numeric vector. If single value, will divide the numeric values into the `bin` groups.
 If more than one value, will bin numeric values using values as a cut point.</p></dd>
 
 
-<dt>binLabel</dt>
+<dt id="arg-binlabel">binLabel<a class="anchor" aria-label="anchor" href="#arg-binlabel"></a></dt>
 <dd><p>Character vector. Labels for the bins created by the `bin` parameter.
 Default NULL.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default 0.1.</p></dd>
 
 
-<dt>transparency</dt>
+<dt id="arg-transparency">transparency<a class="anchor" aria-label="anchor" href="#arg-transparency"></a></dt>
 <dd><p>Transparency of the dots, values will be 0-1. Default 1.</p></dd>
 
 
-<dt>colorLow</dt>
+<dt id="arg-colorlow">colorLow<a class="anchor" aria-label="anchor" href="#arg-colorlow"></a></dt>
 <dd><p>Character. A color available from `colors()`.
 The color will be used to signify the lowest values on the scale.
 Default 'white'.</p></dd>
 
 
-<dt>colorMid</dt>
+<dt id="arg-colormid">colorMid<a class="anchor" aria-label="anchor" href="#arg-colormid"></a></dt>
 <dd><p>Character. A color available from `colors()`.
 The color will be used to signify the midpoint on the scale.
 Default 'gray'.</p></dd>
 
 
-<dt>colorHigh</dt>
+<dt id="arg-colorhigh">colorHigh<a class="anchor" aria-label="anchor" href="#arg-colorhigh"></a></dt>
 <dd><p>Character. A color available from `colors()`.
 The color will be used to signify the highest values on the scale.
 Default 'blue'.</p></dd>
 
 
-<dt>defaultTheme</dt>
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
 <dd><p>adds grid to plot when TRUE. Default TRUE.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Title of plot. Default NULL.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default 15.</p></dd>
 
 
-<dt>labelClusters</dt>
+<dt id="arg-labelclusters">labelClusters<a class="anchor" aria-label="anchor" href="#arg-labelclusters"></a></dt>
 <dd><p>Logical. Whether the cluster labels are plotted.</p></dd>
 
 
-<dt>legendTitle</dt>
+<dt id="arg-legendtitle">legendTitle<a class="anchor" aria-label="anchor" href="#arg-legendtitle"></a></dt>
 <dd><p>title of legend. Default NULL.</p></dd>
 
 
-<dt>legendTitleSize</dt>
+<dt id="arg-legendtitlesize">legendTitleSize<a class="anchor" aria-label="anchor" href="#arg-legendtitlesize"></a></dt>
 <dd><p>size of legend title. Default 12.</p></dd>
 
 
-<dt>legendSize</dt>
+<dt id="arg-legendsize">legendSize<a class="anchor" aria-label="anchor" href="#arg-legendsize"></a></dt>
 <dd><p>size of legend. Default 10.</p></dd>
 
 
-<dt>combinePlot</dt>
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
 <dd><p>Must be either "all", "sample", or "none". "all" will combine all plots into a single
 .ggplot object, while "sample" will output a list of plots separated by sample. Default "none".</p></dd>
 
 
-<dt>plotLabels</dt>
+<dt id="arg-plotlabels">plotLabels<a class="anchor" aria-label="anchor" href="#arg-plotlabels"></a></dt>
 <dd><p>labels to each plot. If set to "default", will use the name of the samples
 as the labels. If set to "none", no label will be plotted.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>a ggplot of the reduced dimensions.</p>
+    <p>a ggplot of the reduced dimensions.</p>
     </div>
 
     <div id="ref-examples">
@@ -422,15 +422,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotSCEViolin.html b/docs/reference/plotSCEViolin.html
index 913585432..f8fd8b5a5 100644
--- a/docs/reference/plotSCEViolin.html
+++ b/docs/reference/plotSCEViolin.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Violin plot of any data stored in the SingleCellExperiment object. — plotSCEViolin • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Violin plot of any data stored in the SingleCellExperiment object. — plotSCEViolin"><meta property="og:description" content="Visualizes values stored in any slot of a
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Violin plot of any data stored in the SingleCellExperiment object. — plotSCEViolin • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Violin plot of any data stored in the SingleCellExperiment object. — plotSCEViolin"><meta property="og:description" content="Visualizes values stored in any slot of a
  SingleCellExperiment object via a violin plot."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -248,164 +248,164 @@ <h1>Violin plot of any data stored in the SingleCellExperiment object.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results. Required.</p></dd>
 
 
-<dt>slotName</dt>
+<dt id="arg-slotname">slotName<a class="anchor" aria-label="anchor" href="#arg-slotname"></a></dt>
 <dd><p>Desired slot of SingleCellExperiment used for plotting. Possible
 options: "assays", "colData", "metadata", "reducedDims". Required.</p></dd>
 
 
-<dt>itemName</dt>
+<dt id="arg-itemname">itemName<a class="anchor" aria-label="anchor" href="#arg-itemname"></a></dt>
 <dd><p>Desired vector within the slot used for plotting. Required.</p></dd>
 
 
-<dt>feature</dt>
+<dt id="arg-feature">feature<a class="anchor" aria-label="anchor" href="#arg-feature"></a></dt>
 <dd><p>Desired name of feature stored in assay of SingleCellExperiment
 object. Only used when "assays" slotName is selected. Default NULL.</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>Character vector. Indicates which sample each cell belongs to.</p></dd>
 
 
-<dt>dimension</dt>
-<dd><p>Desired dimension stored in the specified reducedDims.
-Either an integer which indicates the column or a character vector specifies
-column name. By default, the 1st dimension/column will be used.
+<dt id="arg-dimension">dimension<a class="anchor" aria-label="anchor" href="#arg-dimension"></a></dt>
+<dd><p>Desired dimension(s) stored in the specified reducedDims.
+Either an integer which indicates the column(s) or a character vector specifies
+column name(s). By default, the 1st dimension/column will be used.
 Only used when "reducedDims" slotName is selected. Default NULL.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Groupings for each numeric value. A user may input a vector
 equal length to the number of the samples in the SingleCellExperiment
 object, or can be retrieved from the colData slot. Default NULL.</p></dd>
 
 
-<dt>violin</dt>
+<dt id="arg-violin">violin<a class="anchor" aria-label="anchor" href="#arg-violin"></a></dt>
 <dd><p>Boolean. If TRUE, will plot the violin plot. Default TRUE.</p></dd>
 
 
-<dt>boxplot</dt>
+<dt id="arg-boxplot">boxplot<a class="anchor" aria-label="anchor" href="#arg-boxplot"></a></dt>
 <dd><p>Boolean. If TRUE, will plot boxplots for each violin plot.
 Default TRUE.</p></dd>
 
 
-<dt>dots</dt>
+<dt id="arg-dots">dots<a class="anchor" aria-label="anchor" href="#arg-dots"></a></dt>
 <dd><p>Boolean. If TRUE, will plot dots for each violin plot.
 Default TRUE.</p></dd>
 
 
-<dt>plotOrder</dt>
+<dt id="arg-plotorder">plotOrder<a class="anchor" aria-label="anchor" href="#arg-plotorder"></a></dt>
 <dd><p>Character vector. If set, reorders the violin plots
 in the order of the character vector when `groupBy` is set.
 Default NULL.</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default NULL.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default NULL.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default 10.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default 10.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default 0.1.</p></dd>
 
 
-<dt>transparency</dt>
+<dt id="arg-transparency">transparency<a class="anchor" aria-label="anchor" href="#arg-transparency"></a></dt>
 <dd><p>Transparency of the dots, values will be 0-1. Default 1.</p></dd>
 
 
-<dt>defaultTheme</dt>
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
 <dd><p>Removes grid in plot and sets axis title size to 10
 when TRUE. Default TRUE.</p></dd>
 
 
-<dt>gridLine</dt>
+<dt id="arg-gridline">gridLine<a class="anchor" aria-label="anchor" href="#arg-gridline"></a></dt>
 <dd><p>Adds a horizontal grid line if TRUE. Will still be
 drawn even if defaultTheme is TRUE. Default FALSE.</p></dd>
 
 
-<dt>summary</dt>
+<dt id="arg-summary">summary<a class="anchor" aria-label="anchor" href="#arg-summary"></a></dt>
 <dd><p>Adds a summary statistic, as well as a crossbar to the
 violin plot. Options are "mean" or "median". Default NULL.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Title of plot. Default NULL.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default 15.</p></dd>
 
 
-<dt>hcutoff</dt>
+<dt id="arg-hcutoff">hcutoff<a class="anchor" aria-label="anchor" href="#arg-hcutoff"></a></dt>
 <dd><p>Adds a horizontal line with the y-intercept at given value. Default NULL.</p></dd>
 
 
-<dt>hcolor</dt>
+<dt id="arg-hcolor">hcolor<a class="anchor" aria-label="anchor" href="#arg-hcolor"></a></dt>
 <dd><p>Character. A color available from `colors()`.
 Controls the color of the horizontal cutoff line, if drawn.
 Default 'black'.</p></dd>
 
 
-<dt>hsize</dt>
+<dt id="arg-hsize">hsize<a class="anchor" aria-label="anchor" href="#arg-hsize"></a></dt>
 <dd><p>Size of horizontal line, if drawn. Default 0.5.</p></dd>
 
 
-<dt>hlinetype</dt>
+<dt id="arg-hlinetype">hlinetype<a class="anchor" aria-label="anchor" href="#arg-hlinetype"></a></dt>
 <dd><p>Type of horizontal line, if drawn. can be specified with either an integer or
 a name (0 = blank, 1 = solid, 2 = dashed, 3 = dotted, 4 = dotdash, 5 = longdash, 6 = twodash).
 Default 1.</p></dd>
 
 
-<dt>vcutoff</dt>
+<dt id="arg-vcutoff">vcutoff<a class="anchor" aria-label="anchor" href="#arg-vcutoff"></a></dt>
 <dd><p>Adds a vertical line with the x-intercept at given value. Default NULL.</p></dd>
 
 
-<dt>vcolor</dt>
+<dt id="arg-vcolor">vcolor<a class="anchor" aria-label="anchor" href="#arg-vcolor"></a></dt>
 <dd><p>Character. A color available from `colors()`.
 Controls the color of the vertical cutoff line, if drawn.
 Default 'black'.</p></dd>
 
 
-<dt>vsize</dt>
+<dt id="arg-vsize">vsize<a class="anchor" aria-label="anchor" href="#arg-vsize"></a></dt>
 <dd><p>Size of vertical line, if drawn. Default 0.5.</p></dd>
 
 
-<dt>vlinetype</dt>
+<dt id="arg-vlinetype">vlinetype<a class="anchor" aria-label="anchor" href="#arg-vlinetype"></a></dt>
 <dd><p>Type of vertical line, if drawn. can be specified with either an integer or
 a name (0 = blank, 1 = solid, 2 = dashed, 3 = dotted, 4 = dotdash, 5 = longdash, 6 = twodash).
 Default 1.</p></dd>
 
 
-<dt>combinePlot</dt>
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
 <dd><p>Must be either "all", "sample", or "none". "all" will combine all plots into a single
 .ggplot object, while "sample" will output a list of plots separated by sample. Default "none".</p></dd>
 
 
-<dt>plotLabels</dt>
+<dt id="arg-plotlabels">plotLabels<a class="anchor" aria-label="anchor" href="#arg-plotlabels"></a></dt>
 <dd><p>labels to each plot. If set to "default", will use the name of the samples
 as the labels. If set to "none", no label will be plotted.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>a ggplot of the violin plot.</p>
+    <p>a ggplot of the violin plot.</p>
     </div>
 
     <div id="ref-examples">
@@ -430,15 +430,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotSCEViolinAssayData-1.png b/docs/reference/plotSCEViolinAssayData-1.png
index 0d0170261b23acb622ea838af4b72e9d348a9a3e..6bd04ef21d16b385d398ef07fa9b0a8667376dfc 100644
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diff --git a/docs/reference/plotSCEViolinAssayData.html b/docs/reference/plotSCEViolinAssayData.html
index fb59dfb2f..0429f3d5e 100644
--- a/docs/reference/plotSCEViolinAssayData.html
+++ b/docs/reference/plotSCEViolinAssayData.html
@@ -1,10 +1,10 @@
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  SingleCellExperiment object via a violin plot."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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@@ -18,7 +18,7 @@
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-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
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@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
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@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
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@@ -181,20 +181,20 @@
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   <div class="col-md-9 contents">
@@ -248,161 +248,161 @@ <h1>Violin plot of assay data.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results. Required.</p></dd>
 
 
-<dt>feature</dt>
+<dt id="arg-feature">feature<a class="anchor" aria-label="anchor" href="#arg-feature"></a></dt>
 <dd><p>Name of feature stored in assay of SingleCellExperiment
 object.</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>Character vector. Indicates which sample each cell belongs to.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Indicate which assay to use. Default "counts".</p></dd>
 
 
-<dt>featureLocation</dt>
+<dt id="arg-featurelocation">featureLocation<a class="anchor" aria-label="anchor" href="#arg-featurelocation"></a></dt>
 <dd><p>Indicates which column name of rowData to query gene.</p></dd>
 
 
-<dt>featureDisplay</dt>
+<dt id="arg-featuredisplay">featureDisplay<a class="anchor" aria-label="anchor" href="#arg-featuredisplay"></a></dt>
 <dd><p>Indicates which column name of rowData to use
 to display feature for visualization.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Groupings for each numeric value. A user may input a vector
 equal length to the number of the samples in the SingleCellExperiment
 object, or can be retrieved from the colData slot. Default NULL.</p></dd>
 
 
-<dt>violin</dt>
+<dt id="arg-violin">violin<a class="anchor" aria-label="anchor" href="#arg-violin"></a></dt>
 <dd><p>Boolean. If TRUE, will plot the violin plot. Default TRUE.</p></dd>
 
 
-<dt>boxplot</dt>
+<dt id="arg-boxplot">boxplot<a class="anchor" aria-label="anchor" href="#arg-boxplot"></a></dt>
 <dd><p>Boolean. If TRUE, will plot boxplots for each violin plot.
 Default TRUE.</p></dd>
 
 
-<dt>dots</dt>
+<dt id="arg-dots">dots<a class="anchor" aria-label="anchor" href="#arg-dots"></a></dt>
 <dd><p>Boolean. If TRUE, will plot dots for each violin plot.
 Default TRUE.</p></dd>
 
 
-<dt>plotOrder</dt>
+<dt id="arg-plotorder">plotOrder<a class="anchor" aria-label="anchor" href="#arg-plotorder"></a></dt>
 <dd><p>Character vector. If set, reorders the violin plots
 in the order of the character vector when `groupBy` is set.
 Default NULL.</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default NULL.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default NULL.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default 10.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default 10.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default 0.1.</p></dd>
 
 
-<dt>transparency</dt>
+<dt id="arg-transparency">transparency<a class="anchor" aria-label="anchor" href="#arg-transparency"></a></dt>
 <dd><p>Transparency of the dots, values will be 0-1. Default 1.</p></dd>
 
 
-<dt>defaultTheme</dt>
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
 <dd><p>Removes grid in plot and sets axis title size to 10
 when TRUE. Default TRUE.</p></dd>
 
 
-<dt>gridLine</dt>
+<dt id="arg-gridline">gridLine<a class="anchor" aria-label="anchor" href="#arg-gridline"></a></dt>
 <dd><p>Adds a horizontal grid line if TRUE. Will still be
 drawn even if defaultTheme is TRUE. Default FALSE.</p></dd>
 
 
-<dt>summary</dt>
+<dt id="arg-summary">summary<a class="anchor" aria-label="anchor" href="#arg-summary"></a></dt>
 <dd><p>Adds a summary statistic, as well as a crossbar to the
 violin plot. Options are "mean" or "median". Default NULL.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Title of plot. Default NULL.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default 15.</p></dd>
 
 
-<dt>hcutoff</dt>
+<dt id="arg-hcutoff">hcutoff<a class="anchor" aria-label="anchor" href="#arg-hcutoff"></a></dt>
 <dd><p>Adds a horizontal line with the y-intercept at given value. Default NULL.</p></dd>
 
 
-<dt>hcolor</dt>
+<dt id="arg-hcolor">hcolor<a class="anchor" aria-label="anchor" href="#arg-hcolor"></a></dt>
 <dd><p>Character. A color available from `colors()`.
 Controls the color of the horizontal cutoff line, if drawn.
 Default 'black'.</p></dd>
 
 
-<dt>hsize</dt>
+<dt id="arg-hsize">hsize<a class="anchor" aria-label="anchor" href="#arg-hsize"></a></dt>
 <dd><p>Size of horizontal line, if drawn. Default 0.5.</p></dd>
 
 
-<dt>hlinetype</dt>
+<dt id="arg-hlinetype">hlinetype<a class="anchor" aria-label="anchor" href="#arg-hlinetype"></a></dt>
 <dd><p>Type of horizontal line, if drawn. can be specified with either an integer or
 a name (0 = blank, 1 = solid, 2 = dashed, 3 = dotted, 4 = dotdash, 5 = longdash, 6 = twodash).
 Default 1.</p></dd>
 
 
-<dt>vcutoff</dt>
+<dt id="arg-vcutoff">vcutoff<a class="anchor" aria-label="anchor" href="#arg-vcutoff"></a></dt>
 <dd><p>Adds a vertical line with the x-intercept at given value. Default NULL.</p></dd>
 
 
-<dt>vcolor</dt>
+<dt id="arg-vcolor">vcolor<a class="anchor" aria-label="anchor" href="#arg-vcolor"></a></dt>
 <dd><p>Character. A color available from `colors()`.
 Controls the color of the vertical cutoff line, if drawn.
 Default 'black'.</p></dd>
 
 
-<dt>vsize</dt>
+<dt id="arg-vsize">vsize<a class="anchor" aria-label="anchor" href="#arg-vsize"></a></dt>
 <dd><p>Size of vertical line, if drawn. Default 0.5.</p></dd>
 
 
-<dt>vlinetype</dt>
+<dt id="arg-vlinetype">vlinetype<a class="anchor" aria-label="anchor" href="#arg-vlinetype"></a></dt>
 <dd><p>Type of vertical line, if drawn. can be specified with either an integer or
 a name (0 = blank, 1 = solid, 2 = dashed, 3 = dotted, 4 = dotdash, 5 = longdash, 6 = twodash).
 Default 1.</p></dd>
 
 
-<dt>combinePlot</dt>
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
 <dd><p>Must be either "all", "sample", or "none". "all" will combine all plots into a single
 .ggplot object, while "sample" will output a list of plots separated by sample. Default "none".</p></dd>
 
 
-<dt>plotLabels</dt>
+<dt id="arg-plotlabels">plotLabels<a class="anchor" aria-label="anchor" href="#arg-plotlabels"></a></dt>
 <dd><p>labels to each plot. If set to "default", will use the name of the samples
 as the labels. If set to "none", no label will be plotted.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>a ggplot of the violin plot of assay data.</p>
+    <p>a ggplot of the violin plot of assay data.</p>
     </div>
 
     <div id="ref-examples">
@@ -427,15 +427,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotSCEViolinColData.html b/docs/reference/plotSCEViolinColData.html
index 7cd8df9f8..7bd1465dd 100644
--- a/docs/reference/plotSCEViolinColData.html
+++ b/docs/reference/plotSCEViolinColData.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Violin plot of colData. — plotSCEViolinColData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Violin plot of colData. — plotSCEViolinColData"><meta property="og:description" content="Visualizes values stored in the colData slot of a
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Violin plot of colData. — plotSCEViolinColData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Violin plot of colData. — plotSCEViolinColData"><meta property="og:description" content="Visualizes values stored in the colData slot of a
  SingleCellExperiment object via a violin plot."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <![endif]--></head><body data-spy="scroll" data-target="#toc">
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+
 
     <div class="container template-reference-topic">
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@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
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 <li>
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-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -247,157 +247,157 @@ <h1>Violin plot of colData.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results. Required.</p></dd>
 
 
-<dt>coldata</dt>
+<dt id="arg-coldata">coldata<a class="anchor" aria-label="anchor" href="#arg-coldata"></a></dt>
 <dd><p>colData value that will be plotted.</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>Character vector. Indicates which sample each cell belongs to.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Groupings for each numeric value. A user may input a vector
 equal length to the number of the samples in the SingleCellExperiment
 object, or can be retrieved from the colData slot. Default NULL.</p></dd>
 
 
-<dt>violin</dt>
+<dt id="arg-violin">violin<a class="anchor" aria-label="anchor" href="#arg-violin"></a></dt>
 <dd><p>Boolean. If TRUE, will plot the violin plot. Default TRUE.</p></dd>
 
 
-<dt>boxplot</dt>
+<dt id="arg-boxplot">boxplot<a class="anchor" aria-label="anchor" href="#arg-boxplot"></a></dt>
 <dd><p>Boolean. If TRUE, will plot boxplots for each violin plot.
 Default TRUE.</p></dd>
 
 
-<dt>dots</dt>
+<dt id="arg-dots">dots<a class="anchor" aria-label="anchor" href="#arg-dots"></a></dt>
 <dd><p>Boolean. If TRUE, will plot dots for each violin plot.
 Default TRUE.</p></dd>
 
 
-<dt>plotOrder</dt>
+<dt id="arg-plotorder">plotOrder<a class="anchor" aria-label="anchor" href="#arg-plotorder"></a></dt>
 <dd><p>Character vector. If set, reorders the violin plots
 in the order of the character vector when `groupBy` is set.
 Default NULL.</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default NULL.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default NULL.</p></dd>
 
 
-<dt>baseSize</dt>
+<dt id="arg-basesize">baseSize<a class="anchor" aria-label="anchor" href="#arg-basesize"></a></dt>
 <dd><p>The base font size for all text. Default 12.
 Can be overwritten by titleSize, axisSize, and axisLabelSize.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default NULL.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default NULL.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default 0.1.</p></dd>
 
 
-<dt>transparency</dt>
+<dt id="arg-transparency">transparency<a class="anchor" aria-label="anchor" href="#arg-transparency"></a></dt>
 <dd><p>Transparency of the dots, values will be 0-1. Default 1.</p></dd>
 
 
-<dt>defaultTheme</dt>
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
 <dd><p>Removes grid in plot and sets axis title size to 10
 when TRUE. Default TRUE.</p></dd>
 
 
-<dt>gridLine</dt>
+<dt id="arg-gridline">gridLine<a class="anchor" aria-label="anchor" href="#arg-gridline"></a></dt>
 <dd><p>Adds a horizontal grid line if TRUE. Will still be
 drawn even if defaultTheme is TRUE. Default FALSE.</p></dd>
 
 
-<dt>summary</dt>
+<dt id="arg-summary">summary<a class="anchor" aria-label="anchor" href="#arg-summary"></a></dt>
 <dd><p>Adds a summary statistic, as well as a crossbar to the
 violin plot. Options are "mean" or "median". Default NULL.</p></dd>
 
 
-<dt>summaryTextSize</dt>
+<dt id="arg-summarytextsize">summaryTextSize<a class="anchor" aria-label="anchor" href="#arg-summarytextsize"></a></dt>
 <dd><p>The text size of the summary statistic displayed
 above the violin plot. Default 3.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Title of plot. Default NULL.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default 15.</p></dd>
 
 
-<dt>hcutoff</dt>
+<dt id="arg-hcutoff">hcutoff<a class="anchor" aria-label="anchor" href="#arg-hcutoff"></a></dt>
 <dd><p>Adds a horizontal line with the y-intercept at given value. Default NULL.</p></dd>
 
 
-<dt>hcolor</dt>
+<dt id="arg-hcolor">hcolor<a class="anchor" aria-label="anchor" href="#arg-hcolor"></a></dt>
 <dd><p>Character. A color available from `colors()`.
 Controls the color of the horizontal cutoff line, if drawn.
 Default 'black'.</p></dd>
 
 
-<dt>hsize</dt>
+<dt id="arg-hsize">hsize<a class="anchor" aria-label="anchor" href="#arg-hsize"></a></dt>
 <dd><p>Size of horizontal line, if drawn. Default 0.5.</p></dd>
 
 
-<dt>hlinetype</dt>
+<dt id="arg-hlinetype">hlinetype<a class="anchor" aria-label="anchor" href="#arg-hlinetype"></a></dt>
 <dd><p>Type of horizontal line, if drawn. can be specified with either an integer or
 a name (0 = blank, 1 = solid, 2 = dashed, 3 = dotted, 4 = dotdash, 5 = longdash, 6 = twodash).
 Default 1.</p></dd>
 
 
-<dt>vcutoff</dt>
+<dt id="arg-vcutoff">vcutoff<a class="anchor" aria-label="anchor" href="#arg-vcutoff"></a></dt>
 <dd><p>Adds a vertical line with the x-intercept at given value. Default NULL.</p></dd>
 
 
-<dt>vcolor</dt>
+<dt id="arg-vcolor">vcolor<a class="anchor" aria-label="anchor" href="#arg-vcolor"></a></dt>
 <dd><p>Character. A color available from `colors()`.
 Controls the color of the vertical cutoff line, if drawn.
 Default 'black'.</p></dd>
 
 
-<dt>vsize</dt>
+<dt id="arg-vsize">vsize<a class="anchor" aria-label="anchor" href="#arg-vsize"></a></dt>
 <dd><p>Size of vertical line, if drawn. Default 0.5.</p></dd>
 
 
-<dt>vlinetype</dt>
+<dt id="arg-vlinetype">vlinetype<a class="anchor" aria-label="anchor" href="#arg-vlinetype"></a></dt>
 <dd><p>Type of vertical line, if drawn. can be specified with either an integer or
 a name (0 = blank, 1 = solid, 2 = dashed, 3 = dotted, 4 = dotdash, 5 = longdash, 6 = twodash).
 Default 1.</p></dd>
 
 
-<dt>combinePlot</dt>
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
 <dd><p>Must be either "all", "sample", or "none". "all" will combine all plots into a single
 .ggplot object, while "sample" will output a list of plots separated by sample. Default "none".</p></dd>
 
 
-<dt>plotLabels</dt>
+<dt id="arg-plotlabels">plotLabels<a class="anchor" aria-label="anchor" href="#arg-plotlabels"></a></dt>
 <dd><p>labels to each plot. If set to "default", will use the name of the samples
 as the labels. If set to "none", no label will be plotted.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>a ggplot of the violin plot of coldata.</p>
+    <p>a ggplot of the violin plot of coldata.</p>
     </div>
 
     <div id="ref-examples">
@@ -422,15 +422,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotScDblFinderResults.html b/docs/reference/plotScDblFinderResults.html
index 4f5bd4a51..f7252f723 100644
--- a/docs/reference/plotScDblFinderResults.html
+++ b/docs/reference/plotScDblFinderResults.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runScDblFinder outputs. — plotScDblFinderResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runScDblFinder outputs. — plotScDblFinderResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runScDblFinder outputs. — plotScDblFinderResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runScDblFinder outputs. — plotScDblFinderResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
 runScDblFinder function stored in the colData slot of the
 SingleCellExperiment object via various plots."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -252,181 +252,181 @@ <h1>Plots for runScDblFinder outputs.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results from
 <code><a href="runScDblFinder.html">runScDblFinder</a></code>. Required.</p></dd>
 
 
-<dt>sample</dt>
-<dd><p>Character vector or colData variable name. Indicates which 
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
+<dd><p>Character vector or colData variable name. Indicates which
 sample each cell belongs to. Default <code>NULL</code>.</p></dd>
 
 
-<dt>shape</dt>
+<dt id="arg-shape">shape<a class="anchor" aria-label="anchor" href="#arg-shape"></a></dt>
 <dd><p>If provided, add shapes based on the value. Default <code>NULL</code>.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Groupings for each numeric value. A user may input a vector
-equal length to the number of the samples in <code>inSCE</code>, or can be 
+equal length to the number of the samples in <code>inSCE</code>, or can be
 retrieved from the colData slot. Default <code>NULL</code>.</p></dd>
 
 
-<dt>combinePlot</dt>
-<dd><p>Must be either <code>"all"</code>, <code>"sample"</code>, or 
-<code>"none"</code>. <code>"all"</code> will combine all plots into a single .ggplot 
-object, while <code>"sample"</code> will output a list of plots separated by 
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
+<dd><p>Must be either <code>"all"</code>, <code>"sample"</code>, or
+<code>"none"</code>. <code>"all"</code> will combine all plots into a single .ggplot
+object, while <code>"sample"</code> will output a list of plots separated by
 sample. Default <code>"all"</code>.</p></dd>
 
 
-<dt>violin</dt>
-<dd><p>Boolean. If <code>TRUE</code>, will plot the violin plot. Default 
+<dt id="arg-violin">violin<a class="anchor" aria-label="anchor" href="#arg-violin"></a></dt>
+<dd><p>Boolean. If <code>TRUE</code>, will plot the violin plot. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>boxplot</dt>
-<dd><p>Boolean. If <code>TRUE</code>, will plot boxplots for each violin 
+<dt id="arg-boxplot">boxplot<a class="anchor" aria-label="anchor" href="#arg-boxplot"></a></dt>
+<dd><p>Boolean. If <code>TRUE</code>, will plot boxplots for each violin
 plot. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>dots</dt>
+<dt id="arg-dots">dots<a class="anchor" aria-label="anchor" href="#arg-dots"></a></dt>
 <dd><p>Boolean. If <code>TRUE</code>, will plot dots for each violin plot.
 Default <code>TRUE</code>.</p></dd>
 
 
-<dt>reducedDimName</dt>
-<dd><p>Saved dimension reduction name in <code>inSCE</code>. 
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
+<dd><p>Saved dimension reduction name in <code>inSCE</code>.
 Default <code>"UMAP"</code>.</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default <code>NULL</code>.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default <code>NULL</code>.</p></dd>
 
 
-<dt>dim1</dt>
-<dd><p>1st dimension to be used for plotting. Can either be a string 
-which specifies the name of the dimension to be plotted from reducedDims, or 
-a numeric value which specifies the index of the dimension to be plotted. 
+<dt id="arg-dim-">dim1<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
+<dd><p>1st dimension to be used for plotting. Can either be a string
+which specifies the name of the dimension to be plotted from reducedDims, or
+a numeric value which specifies the index of the dimension to be plotted.
 Default is <code>NULL</code>.</p></dd>
 
 
-<dt>dim2</dt>
-<dd><p>2nd dimension to be used for plotting. Similar to <code>dim1</code>. 
+<dt id="arg-dim-">dim2<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
+<dd><p>2nd dimension to be used for plotting. Similar to <code>dim1</code>.
 Default is <code>NULL</code>.</p></dd>
 
 
-<dt>bin</dt>
-<dd><p>Numeric vector. If single value, will divide the numeric values 
+<dt id="arg-bin">bin<a class="anchor" aria-label="anchor" href="#arg-bin"></a></dt>
+<dd><p>Numeric vector. If single value, will divide the numeric values
 into <code>bin</code> groups. If more than one value, will bin numeric values using
 values as a cut point. Default <code>NULL</code>.</p></dd>
 
 
-<dt>binLabel</dt>
+<dt id="arg-binlabel">binLabel<a class="anchor" aria-label="anchor" href="#arg-binlabel"></a></dt>
 <dd><p>Character vector. Labels for the bins created by <code>bin</code>.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>defaultTheme</dt>
-<dd><p>Removes grid in plot and sets axis title size to 
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
+<dd><p>Removes grid in plot and sets axis title size to
 <code>10</code> when <code>TRUE</code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default <code>0.5</code>.</p></dd>
 
 
-<dt>summary</dt>
+<dt id="arg-summary">summary<a class="anchor" aria-label="anchor" href="#arg-summary"></a></dt>
 <dd><p>Adds a summary statistic, as well as a crossbar to the
-violin plot. Options are <code>"mean"</code> or <code>"median"</code>. Default 
+violin plot. Options are <code>"mean"</code> or <code>"median"</code>. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>summaryTextSize</dt>
+<dt id="arg-summarytextsize">summaryTextSize<a class="anchor" aria-label="anchor" href="#arg-summarytextsize"></a></dt>
 <dd><p>The text size of the summary statistic displayed
 above the violin plot. Default <code>3</code>.</p></dd>
 
 
-<dt>transparency</dt>
-<dd><p>Transparency of the dots, values will be 0-1. Default 
+<dt id="arg-transparency">transparency<a class="anchor" aria-label="anchor" href="#arg-transparency"></a></dt>
+<dd><p>Transparency of the dots, values will be 0-1. Default
 <code>1</code>.</p></dd>
 
 
-<dt>baseSize</dt>
+<dt id="arg-basesize">baseSize<a class="anchor" aria-label="anchor" href="#arg-basesize"></a></dt>
 <dd><p>The base font size for all text. Default <code>12</code>.
-Can be overwritten by <code>titleSize</code>, <code>axisSize</code>, and 
+Can be overwritten by <code>titleSize</code>, <code>axisSize</code>, and
 <code>axisLabelSize</code>, <code>legendSize</code>, <code>legendTitleSize</code>.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default <code>NULL</code>.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default <code>NULL</code>.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default <code>NULL</code>.</p></dd>
 
 
-<dt>legendSize</dt>
+<dt id="arg-legendsize">legendSize<a class="anchor" aria-label="anchor" href="#arg-legendsize"></a></dt>
 <dd><p>size of legend. Default <code>NULL</code>.</p></dd>
 
 
-<dt>legendTitleSize</dt>
+<dt id="arg-legendtitlesize">legendTitleSize<a class="anchor" aria-label="anchor" href="#arg-legendtitlesize"></a></dt>
 <dd><p>size of legend title. Default <code>NULL</code>.</p></dd>
 
 
-<dt>relHeights</dt>
+<dt id="arg-relheights">relHeights<a class="anchor" aria-label="anchor" href="#arg-relheights"></a></dt>
 <dd><p>Relative heights of plots when combine is set. Default <code>1</code>.</p></dd>
 
 
-<dt>relWidths</dt>
-<dd><p>Relative widths of plots when combine is set. Default 
+<dt id="arg-relwidths">relWidths<a class="anchor" aria-label="anchor" href="#arg-relwidths"></a></dt>
+<dd><p>Relative widths of plots when combine is set. Default
 <code>c(1, 1, 1)</code>.</p></dd>
 
 
-<dt>plotNCols</dt>
-<dd><p>Number of columns when plots are combined in a grid. Default 
+<dt id="arg-plotncols">plotNCols<a class="anchor" aria-label="anchor" href="#arg-plotncols"></a></dt>
+<dd><p>Number of columns when plots are combined in a grid. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>plotNRows</dt>
-<dd><p>Number of rows when plots are combined in a grid. Default 
+<dt id="arg-plotnrows">plotNRows<a class="anchor" aria-label="anchor" href="#arg-plotnrows"></a></dt>
+<dd><p>Number of rows when plots are combined in a grid. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>labelSamples</dt>
-<dd><p>Will label sample name in title of plot if TRUE. Default 
+<dt id="arg-labelsamples">labelSamples<a class="anchor" aria-label="anchor" href="#arg-labelsamples"></a></dt>
+<dd><p>Will label sample name in title of plot if TRUE. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>samplePerColumn</dt>
+<dt id="arg-samplepercolumn">samplePerColumn<a class="anchor" aria-label="anchor" href="#arg-samplepercolumn"></a></dt>
 <dd><p>If <code>TRUE</code>, when there are multiple samples and combining
-by <code>"all"</code>, the output .ggplot will have plots from each sample on a 
+by <code>"all"</code>, the output .ggplot will have plots from each sample on a
 single column. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>sampleRelHeights</dt>
-<dd><p>If there are multiple samples and combining by 
+<dt id="arg-samplerelheights">sampleRelHeights<a class="anchor" aria-label="anchor" href="#arg-samplerelheights"></a></dt>
+<dd><p>If there are multiple samples and combining by
 <code>"all"</code>, the relative heights for each plot. Default <code>1</code>.</p></dd>
 
 
-<dt>sampleRelWidths</dt>
-<dd><p>If there are multiple samples and combining by 
+<dt id="arg-samplerelwidths">sampleRelWidths<a class="anchor" aria-label="anchor" href="#arg-samplerelwidths"></a></dt>
+<dd><p>If there are multiple samples and combining by
 <code>"all"</code>, the relative widths for each plot. Default <code>1</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>list of .ggplot objects</p>
+    <p>list of .ggplot objects</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
@@ -438,9 +438,9 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package<span class="op">=</span><span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runUMAP.html">runQuickUMAP</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:16:45 2024 ... Computing Scater UMAP for sample 'pbmc_4k'.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:01 2025 ... Computing Scater UMAP for sample 'pbmc_4k'.</span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScDblFinder.html">runScDblFinder</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:16:49 2024 ... Running 'scDblFinder'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:06 2025 ... Running 'scDblFinder'</span>
 <span class="r-in"><span><span class="fu">plotScDblFinderResults</span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span>, reducedDimName <span class="op">=</span> <span class="st">"UMAP"</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="plotScDblFinderResults-1.png" alt="" width="700" height="433"></span>
 </code></pre></div>
@@ -457,15 +457,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotScanpyDotPlot.html b/docs/reference/plotScanpyDotPlot.html
index 185a72552..2ebe75780 100644
--- a/docs/reference/plotScanpyDotPlot.html
+++ b/docs/reference/plotScanpyDotPlot.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyDotPlot — plotScanpyDotPlot • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyDotPlot — plotScanpyDotPlot"><meta property="og:description" content="plotScanpyDotPlot"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyDotPlot — plotScanpyDotPlot • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyDotPlot — plotScanpyDotPlot"><meta property="og:description" content="plotScanpyDotPlot"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -223,61 +223,61 @@ <h1>plotScanpyDotPlot</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Assay to use for plotting. By default it will use counts assay.</p></dd>
 
 
-<dt>features</dt>
+<dt id="arg-features">features<a class="anchor" aria-label="anchor" href="#arg-features"></a></dt>
 <dd><p>Genes to plot. Sometimes is useful to pass a specific list of
 var names (e.g. genes). The var_names could be a dictionary or a list.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>The key of the observation grouping to consider.</p></dd>
 
 
-<dt>standardScale</dt>
-<dd><p>Whether or not to standardize the given dimension 
-between 0 and 1, meaning for each variable or group, subtract the minimum and 
+<dt id="arg-standardscale">standardScale<a class="anchor" aria-label="anchor" href="#arg-standardscale"></a></dt>
+<dd><p>Whether or not to standardize the given dimension
+between 0 and 1, meaning for each variable or group, subtract the minimum and
 divide each by its maximum. Default <code>NULL</code> means that it doesn't perform
 any scaling.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Provide title for the figure.</p></dd>
 
 
-<dt>vmin</dt>
-<dd><p>The value representing the lower limit of the color scale. 
-Values smaller than vmin are plotted with the same color as vmin. 
+<dt id="arg-vmin">vmin<a class="anchor" aria-label="anchor" href="#arg-vmin"></a></dt>
+<dd><p>The value representing the lower limit of the color scale.
+Values smaller than vmin are plotted with the same color as vmin.
 Default <code>NULL</code></p></dd>
 
 
-<dt>vmax</dt>
-<dd><p>The value representing the upper limit of the color scale. 
-Values larger than vmax are plotted with the same color as vmax. 
+<dt id="arg-vmax">vmax<a class="anchor" aria-label="anchor" href="#arg-vmax"></a></dt>
+<dd><p>The value representing the upper limit of the color scale.
+Values larger than vmax are plotted with the same color as vmax.
 Default <code>NULL</code></p></dd>
 
 
-<dt>colorBarTitle</dt>
+<dt id="arg-colorbartitle">colorBarTitle<a class="anchor" aria-label="anchor" href="#arg-colorbartitle"></a></dt>
 <dd><p>Title for the color bar.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>plot object</p>
+    <p>plot object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindHVG.html">runScanpyFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span>, method <span class="op">=</span> <span class="st">"seurat"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyScaleData.html">runScanpyScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span><span class="op">)</span></span></span>
@@ -286,7 +286,7 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyUMAP.html">runScanpyUMAP</a></span><span class="op">(</span><span class="va">sce</span>, useReducedDim <span class="op">=</span> <span class="st">"scanpyPCA"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">markers</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"MALAT1"</span> ,<span class="st">"RPS27"</span> ,<span class="st">"CST3"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotScanpyDotPlot</span><span class="op">(</span><span class="va">sce</span>, features <span class="op">=</span> <span class="va">markers</span>, groupBy <span class="op">=</span> <span class="st">'Scanpy_louvain_1'</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -301,15 +301,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotScanpyEmbedding.html b/docs/reference/plotScanpyEmbedding.html
index 4b3dc86f6..18ed609c5 100644
--- a/docs/reference/plotScanpyEmbedding.html
+++ b/docs/reference/plotScanpyEmbedding.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyEmbedding — plotScanpyEmbedding • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyEmbedding — plotScanpyEmbedding"><meta property="og:description" content="plotScanpyEmbedding"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyEmbedding — plotScanpyEmbedding • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyEmbedding — plotScanpyEmbedding"><meta property="og:description" content="plotScanpyEmbedding"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -220,44 +220,44 @@ <h1>plotScanpyEmbedding</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>Name of reducedDims object containing embeddings.
 Eg. scanpyUMAP.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Specify name of assay to use. Default is <code>NULL</code>,
 which will use scaled assay by default.</p></dd>
 
 
-<dt>color</dt>
+<dt id="arg-color">color<a class="anchor" aria-label="anchor" href="#arg-color"></a></dt>
 <dd><p>Keys for annotations of observations/cells or variables/genes.</p></dd>
 
 
-<dt>legend</dt>
-<dd><p>Location of legend, either 'on data', 'right margin' or a 
+<dt id="arg-legend">legend<a class="anchor" aria-label="anchor" href="#arg-legend"></a></dt>
+<dd><p>Location of legend, either 'on data', 'right margin' or a
 valid keyword for the loc parameter of Legend.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Provide title for panels either as string or list of strings</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>plot object</p>
+    <p>plot object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindHVG.html">runScanpyFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span>, method <span class="op">=</span> <span class="st">"seurat"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyScaleData.html">runScanpyScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span><span class="op">)</span></span></span>
@@ -265,7 +265,7 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindClusters.html">runScanpyFindClusters</a></span><span class="op">(</span><span class="va">sce</span>, useReducedDim <span class="op">=</span> <span class="st">"scanpyPCA"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyUMAP.html">runScanpyUMAP</a></span><span class="op">(</span><span class="va">sce</span>, useReducedDim <span class="op">=</span> <span class="st">"scanpyPCA"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotScanpyEmbedding</span><span class="op">(</span><span class="va">sce</span>, reducedDimName <span class="op">=</span> <span class="st">"scanpyUMAP"</span>, color <span class="op">=</span> <span class="st">'Scanpy_louvain_1'</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -280,15 +280,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotScanpyHVG.html b/docs/reference/plotScanpyHVG.html
index 2c0e3b895..2bddcd3fe 100644
--- a/docs/reference/plotScanpyHVG.html
+++ b/docs/reference/plotScanpyHVG.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyHVG — plotScanpyHVG • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyHVG — plotScanpyHVG"><meta property="og:description" content="plotScanpyHVG"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyHVG — plotScanpyHVG • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyHVG — plotScanpyHVG"><meta property="og:description" content="plotScanpyHVG"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -213,29 +213,29 @@ <h1>plotScanpyHVG</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>log</dt>
+<dt id="arg-log">log<a class="anchor" aria-label="anchor" href="#arg-log"></a></dt>
 <dd><p>Plot on logarithmic axes. Default <code>FALSE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>plot object</p>
+    <p>plot object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindHVG.html">runScanpyFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span>, method <span class="op">=</span> <span class="st">"seurat"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotScanpyHVG</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -250,15 +250,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotScanpyHeatmap.html b/docs/reference/plotScanpyHeatmap.html
index 20fe35a5c..914c2116d 100644
--- a/docs/reference/plotScanpyHeatmap.html
+++ b/docs/reference/plotScanpyHeatmap.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyHeatmap — plotScanpyHeatmap • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyHeatmap — plotScanpyHeatmap"><meta property="og:description" content="plotScanpyHeatmap"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyHeatmap — plotScanpyHeatmap • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyHeatmap — plotScanpyHeatmap"><meta property="og:description" content="plotScanpyHeatmap"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -221,54 +221,54 @@ <h1>plotScanpyHeatmap</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Assay to use for plotting. By default it will use counts
 assay.</p></dd>
 
 
-<dt>features</dt>
+<dt id="arg-features">features<a class="anchor" aria-label="anchor" href="#arg-features"></a></dt>
 <dd><p>Genes to plot. Sometimes is useful to pass a specific list of
 var names (e.g. genes). The var_names could be a dictionary or a list.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>The key of the observation grouping to consider.</p></dd>
 
 
-<dt>standardScale</dt>
-<dd><p>Whether or not to standardize the given dimension 
-between 0 and 1, meaning for each variable or group, subtract the minimum and 
+<dt id="arg-standardscale">standardScale<a class="anchor" aria-label="anchor" href="#arg-standardscale"></a></dt>
+<dd><p>Whether or not to standardize the given dimension
+between 0 and 1, meaning for each variable or group, subtract the minimum and
 divide each by its maximum. Default <code>NULL</code> means that it doesn't perform
 any scaling.</p></dd>
 
 
-<dt>vmin</dt>
-<dd><p>The value representing the lower limit of the color scale. 
+<dt id="arg-vmin">vmin<a class="anchor" aria-label="anchor" href="#arg-vmin"></a></dt>
+<dd><p>The value representing the lower limit of the color scale.
 Values smaller than vmin are plotted with the same color as vmin.
 Default <code>NULL</code></p></dd>
 
 
-<dt>vmax</dt>
-<dd><p>The value representing the upper limit of the color scale. 
-Values larger than vmax are plotted with the same color as vmax. 
+<dt id="arg-vmax">vmax<a class="anchor" aria-label="anchor" href="#arg-vmax"></a></dt>
+<dd><p>The value representing the upper limit of the color scale.
+Values larger than vmax are plotted with the same color as vmax.
 Default <code>NULL</code></p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>plot object</p>
+    <p>plot object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindHVG.html">runScanpyFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span>, method <span class="op">=</span> <span class="st">"seurat"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyScaleData.html">runScanpyScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span><span class="op">)</span></span></span>
@@ -277,7 +277,7 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyUMAP.html">runScanpyUMAP</a></span><span class="op">(</span><span class="va">sce</span>, useReducedDim <span class="op">=</span> <span class="st">"scanpyPCA"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">markers</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"MALAT1"</span> ,<span class="st">"RPS27"</span> ,<span class="st">"CST3"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotScanpyHeatmap</span><span class="op">(</span><span class="va">sce</span>, features <span class="op">=</span> <span class="va">markers</span>, groupBy <span class="op">=</span> <span class="st">'Scanpy_louvain_1'</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -292,15 +292,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotScanpyMarkerGenes.html b/docs/reference/plotScanpyMarkerGenes.html
index 22b5805e0..9abaa6a6f 100644
--- a/docs/reference/plotScanpyMarkerGenes.html
+++ b/docs/reference/plotScanpyMarkerGenes.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyMarkerGenes — plotScanpyMarkerGenes • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyMarkerGenes — plotScanpyMarkerGenes"><meta property="og:description" content="plotScanpyMarkerGenes"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyMarkerGenes — plotScanpyMarkerGenes • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyMarkerGenes — plotScanpyMarkerGenes"><meta property="og:description" content="plotScanpyMarkerGenes"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -219,39 +219,39 @@ <h1>plotScanpyMarkerGenes</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>groups</dt>
+<dt id="arg-groups">groups<a class="anchor" aria-label="anchor" href="#arg-groups"></a></dt>
 <dd><p>The groups for which to show the gene ranking. Default <code>NULL</code>
 means that all groups will be considered.</p></dd>
 
 
-<dt>nGenes</dt>
+<dt id="arg-ngenes">nGenes<a class="anchor" aria-label="anchor" href="#arg-ngenes"></a></dt>
 <dd><p>Number of genes to show. Default <code>10</code></p></dd>
 
 
-<dt>nCols</dt>
+<dt id="arg-ncols">nCols<a class="anchor" aria-label="anchor" href="#arg-ncols"></a></dt>
 <dd><p>Number of panels shown per row. Default <code>4</code></p></dd>
 
 
-<dt>sharey</dt>
-<dd><p>Controls if the y-axis of each panels should be shared. 
+<dt id="arg-sharey">sharey<a class="anchor" aria-label="anchor" href="#arg-sharey"></a></dt>
+<dd><p>Controls if the y-axis of each panels should be shared.
 Default <code>FALSE</code> allows each panel to have its own y-axis range.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>plot object</p>
+    <p>plot object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindHVG.html">runScanpyFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span>, method <span class="op">=</span> <span class="st">"seurat"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyScaleData.html">runScanpyScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span><span class="op">)</span></span></span>
@@ -259,7 +259,7 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindClusters.html">runScanpyFindClusters</a></span><span class="op">(</span><span class="va">sce</span>, useReducedDim <span class="op">=</span> <span class="st">"scanpyPCA"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindMarkers.html">runScanpyFindMarkers</a></span><span class="op">(</span><span class="va">sce</span>, colDataName <span class="op">=</span> <span class="st">"Scanpy_louvain_1"</span> <span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotScanpyMarkerGenes</span><span class="op">(</span><span class="va">sce</span>, groups <span class="op">=</span> <span class="st">'0'</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -274,15 +274,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotScanpyMarkerGenesDotPlot.html b/docs/reference/plotScanpyMarkerGenesDotPlot.html
index 997c74cc1..37820d416 100644
--- a/docs/reference/plotScanpyMarkerGenesDotPlot.html
+++ b/docs/reference/plotScanpyMarkerGenesDotPlot.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyMarkerGenesDotPlot — plotScanpyMarkerGenesDotPlot • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyMarkerGenesDotPlot — plotScanpyMarkerGenesDotPlot"><meta property="og:description" content="plotScanpyMarkerGenesDotPlot"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyMarkerGenesDotPlot — plotScanpyMarkerGenesDotPlot • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyMarkerGenesDotPlot — plotScanpyMarkerGenesDotPlot"><meta property="og:description" content="plotScanpyMarkerGenesDotPlot"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -226,80 +226,80 @@ <h1>plotScanpyMarkerGenesDotPlot</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>groups</dt>
+<dt id="arg-groups">groups<a class="anchor" aria-label="anchor" href="#arg-groups"></a></dt>
 <dd><p>The groups for which to show the gene ranking. Default <code>NULL</code>
 means that all groups will be considered.</p></dd>
 
 
-<dt>nGenes</dt>
+<dt id="arg-ngenes">nGenes<a class="anchor" aria-label="anchor" href="#arg-ngenes"></a></dt>
 <dd><p>Number of genes to show. Default <code>10</code></p></dd>
 
 
-<dt>groupBy</dt>
-<dd><p>The key of the observation grouping to consider. By default, 
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
+<dd><p>The key of the observation grouping to consider. By default,
 the groupby is chosen from the rank genes groups parameter.</p></dd>
 
 
-<dt>log2fcThreshold</dt>
+<dt id="arg-log-fcthreshold">log2fcThreshold<a class="anchor" aria-label="anchor" href="#arg-log-fcthreshold"></a></dt>
 <dd><p>Only output DEGs with the absolute values of log2FC
 larger than this value. Default <code>NULL</code>.</p></dd>
 
 
-<dt>parameters</dt>
-<dd><p>The options for marker genes results to plot are: 
+<dt id="arg-parameters">parameters<a class="anchor" aria-label="anchor" href="#arg-parameters"></a></dt>
+<dd><p>The options for marker genes results to plot are:
 ‘scores’, ‘logfoldchanges’, ‘pvals’, ‘pvals_adj’, ‘log10_pvals’, ‘log10_pvals_adj’.
 If NULL provided then it uses mean gene value to plot.</p></dd>
 
 
-<dt>standardScale</dt>
-<dd><p>Whether or not to standardize the given dimension 
-between 0 and 1, meaning for each variable or group, subtract the minimum and 
+<dt id="arg-standardscale">standardScale<a class="anchor" aria-label="anchor" href="#arg-standardscale"></a></dt>
+<dd><p>Whether or not to standardize the given dimension
+between 0 and 1, meaning for each variable or group, subtract the minimum and
 divide each by its maximum. Default <code>NULL</code> means that it doesn't perform
 any scaling.</p></dd>
 
 
-<dt>features</dt>
+<dt id="arg-features">features<a class="anchor" aria-label="anchor" href="#arg-features"></a></dt>
 <dd><p>Genes to plot. Sometimes is useful to pass a specific list of
-var names (e.g. genes) to check their fold changes or p-values, instead of 
-the top/bottom genes. The gene names could be a dictionary or a list. 
+var names (e.g. genes) to check their fold changes or p-values, instead of
+the top/bottom genes. The gene names could be a dictionary or a list.
 Default <code>NULL</code></p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Provide title for the figure.</p></dd>
 
 
-<dt>vmin</dt>
-<dd><p>The value representing the lower limit of the color scale. 
-Values smaller than vmin are plotted with the same color as vmin. 
+<dt id="arg-vmin">vmin<a class="anchor" aria-label="anchor" href="#arg-vmin"></a></dt>
+<dd><p>The value representing the lower limit of the color scale.
+Values smaller than vmin are plotted with the same color as vmin.
 Default <code>NULL</code></p></dd>
 
 
-<dt>vmax</dt>
-<dd><p>The value representing the upper limit of the color scale. 
-Values larger than vmax are plotted with the same color as vmax. 
+<dt id="arg-vmax">vmax<a class="anchor" aria-label="anchor" href="#arg-vmax"></a></dt>
+<dd><p>The value representing the upper limit of the color scale.
+Values larger than vmax are plotted with the same color as vmax.
 Default <code>NULL</code></p></dd>
 
 
-<dt>colorBarTitle</dt>
+<dt id="arg-colorbartitle">colorBarTitle<a class="anchor" aria-label="anchor" href="#arg-colorbartitle"></a></dt>
 <dd><p>Title for the color bar.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>plot object</p>
+    <p>plot object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindHVG.html">runScanpyFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span>, method <span class="op">=</span> <span class="st">"seurat"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyScaleData.html">runScanpyScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span><span class="op">)</span></span></span>
@@ -307,7 +307,7 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindClusters.html">runScanpyFindClusters</a></span><span class="op">(</span><span class="va">sce</span>, useReducedDim <span class="op">=</span> <span class="st">"scanpyPCA"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindMarkers.html">runScanpyFindMarkers</a></span><span class="op">(</span><span class="va">sce</span>, colDataName <span class="op">=</span> <span class="st">"Scanpy_louvain_1"</span> <span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotScanpyMarkerGenesDotPlot</span><span class="op">(</span><span class="va">sce</span>, groupBy <span class="op">=</span> <span class="st">'Scanpy_louvain_1'</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -322,15 +322,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotScanpyMarkerGenesHeatmap.html b/docs/reference/plotScanpyMarkerGenesHeatmap.html
index 9607aa219..0bc87e819 100644
--- a/docs/reference/plotScanpyMarkerGenesHeatmap.html
+++ b/docs/reference/plotScanpyMarkerGenesHeatmap.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyMarkerGenesHeatmap — plotScanpyMarkerGenesHeatmap • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyMarkerGenesHeatmap — plotScanpyMarkerGenesHeatmap"><meta property="og:description" content="plotScanpyMarkerGenesHeatmap"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyMarkerGenesHeatmap — plotScanpyMarkerGenesHeatmap • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyMarkerGenesHeatmap — plotScanpyMarkerGenesHeatmap"><meta property="og:description" content="plotScanpyMarkerGenesHeatmap"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -220,45 +220,45 @@ <h1>plotScanpyMarkerGenesHeatmap</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>groups</dt>
+<dt id="arg-groups">groups<a class="anchor" aria-label="anchor" href="#arg-groups"></a></dt>
 <dd><p>The groups for which to show the gene ranking. Default <code>NULL</code>
 means that all groups will be considered.</p></dd>
 
 
-<dt>groupBy</dt>
-<dd><p>The key of the observation grouping to consider. By default, 
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
+<dd><p>The key of the observation grouping to consider. By default,
 the groupby is chosen from the rank genes groups parameter.</p></dd>
 
 
-<dt>nGenes</dt>
+<dt id="arg-ngenes">nGenes<a class="anchor" aria-label="anchor" href="#arg-ngenes"></a></dt>
 <dd><p>Number of genes to show. Default <code>10</code></p></dd>
 
 
-<dt>features</dt>
+<dt id="arg-features">features<a class="anchor" aria-label="anchor" href="#arg-features"></a></dt>
 <dd><p>Genes to plot. Sometimes is useful to pass a specific list of
 var names (e.g. genes). The var_names could be a dictionary or a list.</p></dd>
 
 
-<dt>log2fcThreshold</dt>
+<dt id="arg-log-fcthreshold">log2fcThreshold<a class="anchor" aria-label="anchor" href="#arg-log-fcthreshold"></a></dt>
 <dd><p>Only output DEGs with the absolute values of log2FC
 larger than this value. Default <code>NULL</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>plot object</p>
+    <p>plot object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindHVG.html">runScanpyFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span>, method <span class="op">=</span> <span class="st">"seurat"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyScaleData.html">runScanpyScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span><span class="op">)</span></span></span>
@@ -266,7 +266,7 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindClusters.html">runScanpyFindClusters</a></span><span class="op">(</span><span class="va">sce</span>, useReducedDim <span class="op">=</span> <span class="st">"scanpyPCA"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindMarkers.html">runScanpyFindMarkers</a></span><span class="op">(</span><span class="va">sce</span>, colDataName <span class="op">=</span> <span class="st">"Scanpy_louvain_1"</span> <span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotScanpyMarkerGenesHeatmap</span><span class="op">(</span><span class="va">sce</span>, groupBy <span class="op">=</span> <span class="st">'Scanpy_louvain_1'</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -281,15 +281,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotScanpyMarkerGenesMatrixPlot.html b/docs/reference/plotScanpyMarkerGenesMatrixPlot.html
index 235506221..f544add83 100644
--- a/docs/reference/plotScanpyMarkerGenesMatrixPlot.html
+++ b/docs/reference/plotScanpyMarkerGenesMatrixPlot.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyMarkerGenesMatrixPlot — plotScanpyMarkerGenesMatrixPlot • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyMarkerGenesMatrixPlot — plotScanpyMarkerGenesMatrixPlot"><meta property="og:description" content="plotScanpyMarkerGenesMatrixPlot"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyMarkerGenesMatrixPlot — plotScanpyMarkerGenesMatrixPlot • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyMarkerGenesMatrixPlot — plotScanpyMarkerGenesMatrixPlot"><meta property="og:description" content="plotScanpyMarkerGenesMatrixPlot"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
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@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
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 <li>
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-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -226,80 +226,80 @@ <h1>plotScanpyMarkerGenesMatrixPlot</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>groups</dt>
+<dt id="arg-groups">groups<a class="anchor" aria-label="anchor" href="#arg-groups"></a></dt>
 <dd><p>The groups for which to show the gene ranking. Default <code>NULL</code>
 means that all groups will be considered.</p></dd>
 
 
-<dt>nGenes</dt>
+<dt id="arg-ngenes">nGenes<a class="anchor" aria-label="anchor" href="#arg-ngenes"></a></dt>
 <dd><p>Number of genes to show. Default <code>10</code></p></dd>
 
 
-<dt>groupBy</dt>
-<dd><p>The key of the observation grouping to consider. By default, 
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
+<dd><p>The key of the observation grouping to consider. By default,
 the groupby is chosen from the rank genes groups parameter.</p></dd>
 
 
-<dt>log2fcThreshold</dt>
+<dt id="arg-log-fcthreshold">log2fcThreshold<a class="anchor" aria-label="anchor" href="#arg-log-fcthreshold"></a></dt>
 <dd><p>Only output DEGs with the absolute values of log2FC
 larger than this value. Default <code>NULL</code>.</p></dd>
 
 
-<dt>parameters</dt>
-<dd><p>The options for marker genes results to plot are: 
+<dt id="arg-parameters">parameters<a class="anchor" aria-label="anchor" href="#arg-parameters"></a></dt>
+<dd><p>The options for marker genes results to plot are:
 ‘scores’, ‘logfoldchanges’, ‘pvals’, ‘pvals_adj’, ‘log10_pvals’, ‘log10_pvals_adj’.
 If NULL provided then it uses mean gene value to plot.</p></dd>
 
 
-<dt>standardScale</dt>
-<dd><p>Whether or not to standardize the given dimension 
-between 0 and 1, meaning for each variable or group, subtract the minimum and 
+<dt id="arg-standardscale">standardScale<a class="anchor" aria-label="anchor" href="#arg-standardscale"></a></dt>
+<dd><p>Whether or not to standardize the given dimension
+between 0 and 1, meaning for each variable or group, subtract the minimum and
 divide each by its maximum. Default <code>NULL</code> means that it doesn't perform
 any scaling.</p></dd>
 
 
-<dt>features</dt>
+<dt id="arg-features">features<a class="anchor" aria-label="anchor" href="#arg-features"></a></dt>
 <dd><p>Genes to plot. Sometimes is useful to pass a specific list of
-var names (e.g. genes) to check their fold changes or p-values, instead of 
-the top/bottom genes. The var_names could be a dictionary or a list. 
+var names (e.g. genes) to check their fold changes or p-values, instead of
+the top/bottom genes. The var_names could be a dictionary or a list.
 Default <code>NULL</code></p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Provide title for the figure.</p></dd>
 
 
-<dt>vmin</dt>
-<dd><p>The value representing the lower limit of the color scale. 
-Values smaller than vmin are plotted with the same color as vmin. 
+<dt id="arg-vmin">vmin<a class="anchor" aria-label="anchor" href="#arg-vmin"></a></dt>
+<dd><p>The value representing the lower limit of the color scale.
+Values smaller than vmin are plotted with the same color as vmin.
 Default <code>NULL</code></p></dd>
 
 
-<dt>vmax</dt>
-<dd><p>The value representing the upper limit of the color scale. 
-Values larger than vmax are plotted with the same color as vmax. 
+<dt id="arg-vmax">vmax<a class="anchor" aria-label="anchor" href="#arg-vmax"></a></dt>
+<dd><p>The value representing the upper limit of the color scale.
+Values larger than vmax are plotted with the same color as vmax.
 Default <code>NULL</code></p></dd>
 
 
-<dt>colorBarTitle</dt>
+<dt id="arg-colorbartitle">colorBarTitle<a class="anchor" aria-label="anchor" href="#arg-colorbartitle"></a></dt>
 <dd><p>Title for the color bar.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>plot object</p>
+    <p>plot object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindHVG.html">runScanpyFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span>, method <span class="op">=</span> <span class="st">"seurat"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyScaleData.html">runScanpyScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span><span class="op">)</span></span></span>
@@ -307,7 +307,7 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindClusters.html">runScanpyFindClusters</a></span><span class="op">(</span><span class="va">sce</span>, useReducedDim <span class="op">=</span> <span class="st">"scanpyPCA"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindMarkers.html">runScanpyFindMarkers</a></span><span class="op">(</span><span class="va">sce</span>, colDataName <span class="op">=</span> <span class="st">"Scanpy_louvain_1"</span> <span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotScanpyMarkerGenesMatrixPlot</span><span class="op">(</span><span class="va">sce</span>, groupBy <span class="op">=</span> <span class="st">'Scanpy_louvain_1'</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -322,15 +322,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotScanpyMarkerGenesViolin.html b/docs/reference/plotScanpyMarkerGenesViolin.html
index c9054c860..5590de59a 100644
--- a/docs/reference/plotScanpyMarkerGenesViolin.html
+++ b/docs/reference/plotScanpyMarkerGenesViolin.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyMarkerGenesViolin — plotScanpyMarkerGenesViolin • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyMarkerGenesViolin — plotScanpyMarkerGenesViolin"><meta property="og:description" content="plotScanpyMarkerGenesViolin"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyMarkerGenesViolin — plotScanpyMarkerGenesViolin • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyMarkerGenesViolin — plotScanpyMarkerGenesViolin"><meta property="og:description" content="plotScanpyMarkerGenesViolin"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -213,35 +213,35 @@ <h1>plotScanpyMarkerGenesViolin</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>groups</dt>
+<dt id="arg-groups">groups<a class="anchor" aria-label="anchor" href="#arg-groups"></a></dt>
 <dd><p>The groups for which to show the gene ranking. Default <code>NULL</code>
 means that all groups will be considered.</p></dd>
 
 
-<dt>features</dt>
-<dd><p>List of genes to plot. Is only useful if interested in a 
+<dt id="arg-features">features<a class="anchor" aria-label="anchor" href="#arg-features"></a></dt>
+<dd><p>List of genes to plot. Is only useful if interested in a
 custom gene list</p></dd>
 
 
-<dt>nGenes</dt>
+<dt id="arg-ngenes">nGenes<a class="anchor" aria-label="anchor" href="#arg-ngenes"></a></dt>
 <dd><p>Number of genes to show. Default <code>10</code></p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>plot object</p>
+    <p>plot object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindHVG.html">runScanpyFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span>, method <span class="op">=</span> <span class="st">"seurat"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyScaleData.html">runScanpyScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span><span class="op">)</span></span></span>
@@ -249,7 +249,7 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindClusters.html">runScanpyFindClusters</a></span><span class="op">(</span><span class="va">sce</span>, useReducedDim <span class="op">=</span> <span class="st">"scanpyPCA"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindMarkers.html">runScanpyFindMarkers</a></span><span class="op">(</span><span class="va">sce</span>, colDataName <span class="op">=</span> <span class="st">"Scanpy_louvain_1"</span> <span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotScanpyMarkerGenesViolin</span><span class="op">(</span><span class="va">sce</span>, groups <span class="op">=</span> <span class="st">'0'</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -264,15 +264,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotScanpyMatrixPlot.html b/docs/reference/plotScanpyMatrixPlot.html
index d10f2891e..60ced0c1c 100644
--- a/docs/reference/plotScanpyMatrixPlot.html
+++ b/docs/reference/plotScanpyMatrixPlot.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyMatrixPlot — plotScanpyMatrixPlot • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyMatrixPlot — plotScanpyMatrixPlot"><meta property="og:description" content="plotScanpyMatrixPlot"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyMatrixPlot — plotScanpyMatrixPlot • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyMatrixPlot — plotScanpyMatrixPlot"><meta property="og:description" content="plotScanpyMatrixPlot"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -223,61 +223,61 @@ <h1>plotScanpyMatrixPlot</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Assay to use for plotting. By default it will use counts assay.</p></dd>
 
 
-<dt>features</dt>
+<dt id="arg-features">features<a class="anchor" aria-label="anchor" href="#arg-features"></a></dt>
 <dd><p>Genes to plot. Sometimes is useful to pass a specific list of
 var names (e.g. genes). The var_names could be a dictionary or a list.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>The key of the observation grouping to consider.</p></dd>
 
 
-<dt>standardScale</dt>
-<dd><p>Whether or not to standardize the given dimension 
-between 0 and 1, meaning for each variable or group, subtract the minimum and 
+<dt id="arg-standardscale">standardScale<a class="anchor" aria-label="anchor" href="#arg-standardscale"></a></dt>
+<dd><p>Whether or not to standardize the given dimension
+between 0 and 1, meaning for each variable or group, subtract the minimum and
 divide each by its maximum. Default <code>NULL</code> means that it doesn't perform
 any scaling.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Provide title for the figure.</p></dd>
 
 
-<dt>vmin</dt>
-<dd><p>The value representing the lower limit of the color scale. 
-Values smaller than vmin are plotted with the same color as vmin. 
+<dt id="arg-vmin">vmin<a class="anchor" aria-label="anchor" href="#arg-vmin"></a></dt>
+<dd><p>The value representing the lower limit of the color scale.
+Values smaller than vmin are plotted with the same color as vmin.
 Default <code>NULL</code></p></dd>
 
 
-<dt>vmax</dt>
-<dd><p>The value representing the upper limit of the color scale. 
-Values larger than vmax are plotted with the same color as vmax. 
+<dt id="arg-vmax">vmax<a class="anchor" aria-label="anchor" href="#arg-vmax"></a></dt>
+<dd><p>The value representing the upper limit of the color scale.
+Values larger than vmax are plotted with the same color as vmax.
 Default <code>NULL</code></p></dd>
 
 
-<dt>colorBarTitle</dt>
+<dt id="arg-colorbartitle">colorBarTitle<a class="anchor" aria-label="anchor" href="#arg-colorbartitle"></a></dt>
 <dd><p>Title for the color bar.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>plot object</p>
+    <p>plot object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindHVG.html">runScanpyFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span>, method <span class="op">=</span> <span class="st">"seurat"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyScaleData.html">runScanpyScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span><span class="op">)</span></span></span>
@@ -286,7 +286,7 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyUMAP.html">runScanpyUMAP</a></span><span class="op">(</span><span class="va">sce</span>, useReducedDim <span class="op">=</span> <span class="st">"scanpyPCA"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">markers</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"MALAT1"</span> ,<span class="st">"RPS27"</span> ,<span class="st">"CST3"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotScanpyMatrixPlot</span><span class="op">(</span><span class="va">sce</span>, features <span class="op">=</span> <span class="va">markers</span>, groupBy <span class="op">=</span> <span class="st">'Scanpy_louvain_1'</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -301,15 +301,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotScanpyPCA.html b/docs/reference/plotScanpyPCA.html
index 64563ff7b..16b926a9b 100644
--- a/docs/reference/plotScanpyPCA.html
+++ b/docs/reference/plotScanpyPCA.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyPCA — plotScanpyPCA • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyPCA — plotScanpyPCA"><meta property="og:description" content="plotScanpyPCA"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyPCA — plotScanpyPCA • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyPCA — plotScanpyPCA"><meta property="og:description" content="plotScanpyPCA"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -219,44 +219,44 @@ <h1>plotScanpyPCA</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>Name of new reducedDims object containing Scanpy PCA.</p></dd>
 
 
-<dt>color</dt>
+<dt id="arg-color">color<a class="anchor" aria-label="anchor" href="#arg-color"></a></dt>
 <dd><p>Keys for annotations of observations/cells or variables/genes.</p></dd>
 
 
-<dt>title</dt>
+<dt id="arg-title">title<a class="anchor" aria-label="anchor" href="#arg-title"></a></dt>
 <dd><p>Provide title for panels either as string or list of strings</p></dd>
 
 
-<dt>legend</dt>
-<dd><p>Location of legend, either 'on data', 'right margin' or a 
+<dt id="arg-legend">legend<a class="anchor" aria-label="anchor" href="#arg-legend"></a></dt>
+<dd><p>Location of legend, either 'on data', 'right margin' or a
 valid keyword for the loc parameter of Legend.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>plot object</p>
+    <p>plot object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindHVG.html">runScanpyFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span>, method <span class="op">=</span> <span class="st">"seurat"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyScaleData.html">runScanpyScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyPCA.html">runScanpyPCA</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyScaledData"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotScanpyPCA</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -271,15 +271,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotScanpyPCAGeneRanking.html b/docs/reference/plotScanpyPCAGeneRanking.html
index b75233886..7b210fe6b 100644
--- a/docs/reference/plotScanpyPCAGeneRanking.html
+++ b/docs/reference/plotScanpyPCAGeneRanking.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyPCAGeneRanking — plotScanpyPCAGeneRanking • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyPCAGeneRanking — plotScanpyPCAGeneRanking"><meta property="og:description" content="plotScanpyPCAGeneRanking"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyPCAGeneRanking — plotScanpyPCAGeneRanking • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyPCAGeneRanking — plotScanpyPCAGeneRanking"><meta property="og:description" content="plotScanpyPCAGeneRanking"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -213,37 +213,37 @@ <h1>plotScanpyPCAGeneRanking</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>PC_comp</dt>
-<dd><p>For example, '1,2,3' means [1, 2, 3], first, second, 
+<dt id="arg-pc-comp">PC_comp<a class="anchor" aria-label="anchor" href="#arg-pc-comp"></a></dt>
+<dd><p>For example, '1,2,3' means [1, 2, 3], first, second,
 third principal component.</p></dd>
 
 
-<dt>includeLowest</dt>
-<dd><p>Whether to show the variables with both highest and 
+<dt id="arg-includelowest">includeLowest<a class="anchor" aria-label="anchor" href="#arg-includelowest"></a></dt>
+<dd><p>Whether to show the variables with both highest and
 lowest loadings. Default <code>TRUE</code></p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>plot object</p>
+    <p>plot object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindHVG.html">runScanpyFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span>, method <span class="op">=</span> <span class="st">"seurat"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyScaleData.html">runScanpyScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyPCA.html">runScanpyPCA</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyScaledData"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotScanpyPCAGeneRanking</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -258,15 +258,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotScanpyPCAVariance.html b/docs/reference/plotScanpyPCAVariance.html
index 8c193449f..12d28189b 100644
--- a/docs/reference/plotScanpyPCAVariance.html
+++ b/docs/reference/plotScanpyPCAVariance.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyPCAVariance — plotScanpyPCAVariance • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyPCAVariance — plotScanpyPCAVariance"><meta property="og:description" content="plotScanpyPCAVariance"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyPCAVariance — plotScanpyPCAVariance • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyPCAVariance — plotScanpyPCAVariance"><meta property="og:description" content="plotScanpyPCAVariance"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -213,35 +213,35 @@ <h1>plotScanpyPCAVariance</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>nPCs</dt>
+<dt id="arg-npcs">nPCs<a class="anchor" aria-label="anchor" href="#arg-npcs"></a></dt>
 <dd><p>Number of PCs to show. Default <code>50</code>.</p></dd>
 
 
-<dt>log</dt>
+<dt id="arg-log">log<a class="anchor" aria-label="anchor" href="#arg-log"></a></dt>
 <dd><p>Plot on logarithmic scale. Default <code>FALSE</code></p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>plot object</p>
+    <p>plot object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindHVG.html">runScanpyFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span>, method <span class="op">=</span> <span class="st">"seurat"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyScaleData.html">runScanpyScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyPCA.html">runScanpyPCA</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyScaledData"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotScanpyPCAVariance</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -256,15 +256,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotScanpyViolin.html b/docs/reference/plotScanpyViolin.html
index 2579f7cdf..75b16e4af 100644
--- a/docs/reference/plotScanpyViolin.html
+++ b/docs/reference/plotScanpyViolin.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyViolin — plotScanpyViolin • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyViolin — plotScanpyViolin"><meta property="og:description" content="plotScanpyViolin"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotScanpyViolin — plotScanpyViolin • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotScanpyViolin — plotScanpyViolin"><meta property="og:description" content="plotScanpyViolin"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -220,44 +220,44 @@ <h1>plotScanpyViolin</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Assay to use for plotting. By default it will use counts
 assay.</p></dd>
 
 
-<dt>features</dt>
+<dt id="arg-features">features<a class="anchor" aria-label="anchor" href="#arg-features"></a></dt>
 <dd><p>Genes to plot. Sometimes is useful to pass a specific list of
 var names (e.g. genes). The var_names could be a dictionary or a list.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>The key of the observation grouping to consider.</p></dd>
 
 
-<dt>xlabel</dt>
+<dt id="arg-xlabel">xlabel<a class="anchor" aria-label="anchor" href="#arg-xlabel"></a></dt>
 <dd><p>Label of the x axis. Defaults to groupBy.</p></dd>
 
 
-<dt>ylabel</dt>
-<dd><p>Label of the y axis. If NULL and groupBy is NULL, 
+<dt id="arg-ylabel">ylabel<a class="anchor" aria-label="anchor" href="#arg-ylabel"></a></dt>
+<dd><p>Label of the y axis. If NULL and groupBy is NULL,
 defaults to 'value'. If NULL and groupBy is not NULL, defaults to features.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>plot object</p>
+    <p>plot object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindHVG.html">runScanpyFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span>, method <span class="op">=</span> <span class="st">"seurat"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyScaleData.html">runScanpyScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span><span class="op">)</span></span></span>
@@ -266,7 +266,7 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyUMAP.html">runScanpyUMAP</a></span><span class="op">(</span><span class="va">sce</span>, useReducedDim <span class="op">=</span> <span class="st">"scanpyPCA"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">markers</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"MALAT1"</span> ,<span class="st">"RPS27"</span> ,<span class="st">"CST3"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotScanpyViolin</span><span class="op">(</span><span class="va">sce</span>, features <span class="op">=</span> <span class="va">markers</span>, groupBy <span class="op">=</span> <span class="st">"Scanpy_louvain_1"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -281,15 +281,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotScdsHybridResults.html b/docs/reference/plotScdsHybridResults.html
index 4d46ef1cd..67eff6cac 100644
--- a/docs/reference/plotScdsHybridResults.html
+++ b/docs/reference/plotScdsHybridResults.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runCxdsBcdsHybrid outputs. — plotScdsHybridResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runCxdsBcdsHybrid outputs. — plotScdsHybridResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runCxdsBcdsHybrid outputs. — plotScdsHybridResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runCxdsBcdsHybrid outputs. — plotScdsHybridResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
  runCxdsBcdsHybrid function stored in the colData slot of the
  SingleCellExperiment object via various plots."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -252,170 +252,170 @@ <h1>Plots for runCxdsBcdsHybrid outputs.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results from
 <a href="runCxdsBcdsHybrid.html">runCxdsBcdsHybrid</a>. Required.</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>Character vector. Indicates which sample each cell belongs to.
 Default NULL.</p></dd>
 
 
-<dt>shape</dt>
+<dt id="arg-shape">shape<a class="anchor" aria-label="anchor" href="#arg-shape"></a></dt>
 <dd><p>If provided, add shapes based on the value.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Groupings for each numeric value. A user may input a vector
 equal length to the number of the samples in the SingleCellExperiment
 object, or can be retrieved from the colData slot. Default NULL.</p></dd>
 
 
-<dt>combinePlot</dt>
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
 <dd><p>Must be either "all", "sample", or "none". "all" will combine all plots into a single .ggplot object,
 while "sample" will output a list of plots separated by sample. Default "all".</p></dd>
 
 
-<dt>violin</dt>
+<dt id="arg-violin">violin<a class="anchor" aria-label="anchor" href="#arg-violin"></a></dt>
 <dd><p>Boolean. If TRUE, will plot the violin plot. Default TRUE.</p></dd>
 
 
-<dt>boxplot</dt>
+<dt id="arg-boxplot">boxplot<a class="anchor" aria-label="anchor" href="#arg-boxplot"></a></dt>
 <dd><p>Boolean. If TRUE, will plot boxplots for each violin plot.
 Default TRUE.</p></dd>
 
 
-<dt>dots</dt>
+<dt id="arg-dots">dots<a class="anchor" aria-label="anchor" href="#arg-dots"></a></dt>
 <dd><p>Boolean. If TRUE, will plot dots for each violin plot.
 Default TRUE.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>Saved dimension reduction name in the
 SingleCellExperiment object. Required.</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default NULL.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default NULL.</p></dd>
 
 
-<dt>dim1</dt>
+<dt id="arg-dim-">dim1<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
 <dd><p>1st dimension to be used for plotting. Can either be a string which specifies
 the name of the dimension to be plotted from reducedDims, or a numeric value which specifies
 the index of the dimension to be plotted. Default is NULL.</p></dd>
 
 
-<dt>dim2</dt>
+<dt id="arg-dim-">dim2<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
 <dd><p>2nd dimension to be used for plotting. Can either be a string which specifies
 the name of the dimension to be plotted from reducedDims, or a numeric value which specifies
 the index of the dimension to be plotted. Default is NULL.</p></dd>
 
 
-<dt>bin</dt>
+<dt id="arg-bin">bin<a class="anchor" aria-label="anchor" href="#arg-bin"></a></dt>
 <dd><p>Numeric vector. If single value, will divide the numeric values into the `bin` groups.
 If more than one value, will bin numeric values using values as a cut point.</p></dd>
 
 
-<dt>binLabel</dt>
+<dt id="arg-binlabel">binLabel<a class="anchor" aria-label="anchor" href="#arg-binlabel"></a></dt>
 <dd><p>Character vector. Labels for the bins created by the `bin` parameter.
 Default NULL.</p></dd>
 
 
-<dt>defaultTheme</dt>
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
 <dd><p>Removes grid in plot and sets axis title size to 10
 when TRUE. Default TRUE.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default 0.5.</p></dd>
 
 
-<dt>summary</dt>
+<dt id="arg-summary">summary<a class="anchor" aria-label="anchor" href="#arg-summary"></a></dt>
 <dd><p>Adds a summary statistic, as well as a crossbar to the
 violin plot. Options are "mean" or "median". Default NULL.</p></dd>
 
 
-<dt>summaryTextSize</dt>
+<dt id="arg-summarytextsize">summaryTextSize<a class="anchor" aria-label="anchor" href="#arg-summarytextsize"></a></dt>
 <dd><p>The text size of the summary statistic displayed
 above the violin plot. Default 3.</p></dd>
 
 
-<dt>transparency</dt>
+<dt id="arg-transparency">transparency<a class="anchor" aria-label="anchor" href="#arg-transparency"></a></dt>
 <dd><p>Transparency of the dots, values will be 0-1. Default 1.</p></dd>
 
 
-<dt>baseSize</dt>
+<dt id="arg-basesize">baseSize<a class="anchor" aria-label="anchor" href="#arg-basesize"></a></dt>
 <dd><p>The base font size for all text. Default 12.
 Can be overwritten by titleSize, axisSize, and axisLabelSize,
 legendSize, legendTitleSize.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default NULL.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default NULL.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default NULL.</p></dd>
 
 
-<dt>legendSize</dt>
+<dt id="arg-legendsize">legendSize<a class="anchor" aria-label="anchor" href="#arg-legendsize"></a></dt>
 <dd><p>size of legend. Default NULL.</p></dd>
 
 
-<dt>legendTitleSize</dt>
+<dt id="arg-legendtitlesize">legendTitleSize<a class="anchor" aria-label="anchor" href="#arg-legendtitlesize"></a></dt>
 <dd><p>size of legend title. Default NULL.</p></dd>
 
 
-<dt>relHeights</dt>
+<dt id="arg-relheights">relHeights<a class="anchor" aria-label="anchor" href="#arg-relheights"></a></dt>
 <dd><p>Relative heights of plots when combine is set.</p></dd>
 
 
-<dt>relWidths</dt>
+<dt id="arg-relwidths">relWidths<a class="anchor" aria-label="anchor" href="#arg-relwidths"></a></dt>
 <dd><p>Relative widths of plots when combine is set.</p></dd>
 
 
-<dt>plotNCols</dt>
+<dt id="arg-plotncols">plotNCols<a class="anchor" aria-label="anchor" href="#arg-plotncols"></a></dt>
 <dd><p>Number of columns when plots are combined in a grid.</p></dd>
 
 
-<dt>plotNRows</dt>
+<dt id="arg-plotnrows">plotNRows<a class="anchor" aria-label="anchor" href="#arg-plotnrows"></a></dt>
 <dd><p>Number of rows when plots are combined in a grid.</p></dd>
 
 
-<dt>labelSamples</dt>
+<dt id="arg-labelsamples">labelSamples<a class="anchor" aria-label="anchor" href="#arg-labelsamples"></a></dt>
 <dd><p>Will label sample name in title of plot if TRUE. Default TRUE.</p></dd>
 
 
-<dt>samplePerColumn</dt>
+<dt id="arg-samplepercolumn">samplePerColumn<a class="anchor" aria-label="anchor" href="#arg-samplepercolumn"></a></dt>
 <dd><p>If TRUE, when there are multiple samples and combining by "all",
 the output .ggplot will have plots from each sample on a single column. Default TRUE.</p></dd>
 
 
-<dt>sampleRelHeights</dt>
+<dt id="arg-samplerelheights">sampleRelHeights<a class="anchor" aria-label="anchor" href="#arg-samplerelheights"></a></dt>
 <dd><p>If there are multiple samples and combining by "all",
 the relative heights for each plot.</p></dd>
 
 
-<dt>sampleRelWidths</dt>
+<dt id="arg-samplerelwidths">sampleRelWidths<a class="anchor" aria-label="anchor" href="#arg-samplerelwidths"></a></dt>
 <dd><p>If there are multiple samples and combining by "all",
 the relative widths for each plot.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>list of .ggplot objects</p>
+    <p>list of .ggplot objects</p>
     </div>
 
     <div id="ref-examples">
@@ -423,9 +423,9 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package<span class="op">=</span><span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runUMAP.html">runQuickUMAP</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:06 2024 ... Computing Scater UMAP for sample 'pbmc_4k'.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:36 2025 ... Computing Scater UMAP for sample 'pbmc_4k'.</span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runCxdsBcdsHybrid.html">runCxdsBcdsHybrid</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:10 2024 ... Running 'cxds_bcds_hybrid'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:40 2025 ... Running 'cxds_bcds_hybrid'</span>
 <span class="r-in"><span><span class="fu">plotScdsHybridResults</span><span class="op">(</span>inSCE<span class="op">=</span><span class="va">sce</span>, reducedDimName<span class="op">=</span><span class="st">"UMAP"</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="plotScdsHybridResults-1.png" alt="" width="700" height="433"></span>
 </code></pre></div>
@@ -442,15 +442,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotScrubletResults.html b/docs/reference/plotScrubletResults.html
index dee8ed44b..aa49cc95e 100644
--- a/docs/reference/plotScrubletResults.html
+++ b/docs/reference/plotScrubletResults.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runScrublet outputs. — plotScrubletResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runScrublet outputs. — plotScrubletResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plots for runScrublet outputs. — plotScrubletResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plots for runScrublet outputs. — plotScrubletResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
  runScrublet function stored in the colData slot of the SingleCellExperiment
  object via various plots."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -252,182 +252,182 @@ <h1>Plots for runScrublet outputs.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results from
 <code><a href="runCxds.html">runCxds</a></code>. Required.</p></dd>
 
 
-<dt>reducedDimName</dt>
-<dd><p>Saved dimension reduction name in <code>inSCE</code>. 
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
+<dd><p>Saved dimension reduction name in <code>inSCE</code>.
 Default <code>"UMAP"</code>.</p></dd>
 
 
-<dt>sample</dt>
-<dd><p>Character vector or colData variable name. Indicates which 
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
+<dd><p>Character vector or colData variable name. Indicates which
 sample each cell belongs to. Default <code>NULL</code>.</p></dd>
 
 
-<dt>shape</dt>
+<dt id="arg-shape">shape<a class="anchor" aria-label="anchor" href="#arg-shape"></a></dt>
 <dd><p>If provided, add shapes based on the value. Default <code>NULL</code>.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Groupings for each numeric value. A user may input a vector
-equal length to the number of the samples in <code>inSCE</code>, or can be 
+equal length to the number of the samples in <code>inSCE</code>, or can be
 retrieved from the colData slot. Default <code>NULL</code>.</p></dd>
 
 
-<dt>combinePlot</dt>
-<dd><p>Must be either <code>"all"</code>, <code>"sample"</code>, or 
-<code>"none"</code>. <code>"all"</code> will combine all plots into a single .ggplot 
-object, while <code>"sample"</code> will output a list of plots separated by 
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
+<dd><p>Must be either <code>"all"</code>, <code>"sample"</code>, or
+<code>"none"</code>. <code>"all"</code> will combine all plots into a single .ggplot
+object, while <code>"sample"</code> will output a list of plots separated by
 sample. Default <code>"all"</code>.</p></dd>
 
 
-<dt>violin</dt>
-<dd><p>Boolean. If <code>TRUE</code>, will plot the violin plot. Default 
+<dt id="arg-violin">violin<a class="anchor" aria-label="anchor" href="#arg-violin"></a></dt>
+<dd><p>Boolean. If <code>TRUE</code>, will plot the violin plot. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>boxplot</dt>
-<dd><p>Boolean. If <code>TRUE</code>, will plot boxplots for each violin 
+<dt id="arg-boxplot">boxplot<a class="anchor" aria-label="anchor" href="#arg-boxplot"></a></dt>
+<dd><p>Boolean. If <code>TRUE</code>, will plot boxplots for each violin
 plot. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>dots</dt>
+<dt id="arg-dots">dots<a class="anchor" aria-label="anchor" href="#arg-dots"></a></dt>
 <dd><p>Boolean. If <code>TRUE</code>, will plot dots for each violin plot.
 Default <code>TRUE</code>.</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default <code>NULL</code>.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default <code>NULL</code>.</p></dd>
 
 
-<dt>dim1</dt>
-<dd><p>1st dimension to be used for plotting. Can either be a string 
-which specifies the name of the dimension to be plotted from reducedDims, or 
-a numeric value which specifies the index of the dimension to be plotted. 
+<dt id="arg-dim-">dim1<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
+<dd><p>1st dimension to be used for plotting. Can either be a string
+which specifies the name of the dimension to be plotted from reducedDims, or
+a numeric value which specifies the index of the dimension to be plotted.
 Default is <code>NULL</code>.</p></dd>
 
 
-<dt>dim2</dt>
-<dd><p>2nd dimension to be used for plotting. Similar to <code>dim1</code>. 
+<dt id="arg-dim-">dim2<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
+<dd><p>2nd dimension to be used for plotting. Similar to <code>dim1</code>.
 Default is <code>NULL</code>.</p></dd>
 
 
-<dt>bin</dt>
-<dd><p>Numeric vector. If single value, will divide the numeric values 
+<dt id="arg-bin">bin<a class="anchor" aria-label="anchor" href="#arg-bin"></a></dt>
+<dd><p>Numeric vector. If single value, will divide the numeric values
 into <code>bin</code> groups. If more than one value, will bin numeric values using
 values as a cut point. Default <code>NULL</code>.</p></dd>
 
 
-<dt>binLabel</dt>
+<dt id="arg-binlabel">binLabel<a class="anchor" aria-label="anchor" href="#arg-binlabel"></a></dt>
 <dd><p>Character vector. Labels for the bins created by <code>bin</code>.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>defaultTheme</dt>
-<dd><p>Removes grid in plot and sets axis title size to 
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
+<dd><p>Removes grid in plot and sets axis title size to
 <code>10</code> when <code>TRUE</code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Size of dots. Default <code>0.5</code>.</p></dd>
 
 
-<dt>summary</dt>
+<dt id="arg-summary">summary<a class="anchor" aria-label="anchor" href="#arg-summary"></a></dt>
 <dd><p>Adds a summary statistic, as well as a crossbar to the
-violin plot. Options are <code>"mean"</code> or <code>"median"</code>. Default 
+violin plot. Options are <code>"mean"</code> or <code>"median"</code>. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>summaryTextSize</dt>
+<dt id="arg-summarytextsize">summaryTextSize<a class="anchor" aria-label="anchor" href="#arg-summarytextsize"></a></dt>
 <dd><p>The text size of the summary statistic displayed
 above the violin plot. Default <code>3</code>.</p></dd>
 
 
-<dt>transparency</dt>
-<dd><p>Transparency of the dots, values will be 0-1. Default 
+<dt id="arg-transparency">transparency<a class="anchor" aria-label="anchor" href="#arg-transparency"></a></dt>
+<dd><p>Transparency of the dots, values will be 0-1. Default
 <code>1</code>.</p></dd>
 
 
-<dt>baseSize</dt>
+<dt id="arg-basesize">baseSize<a class="anchor" aria-label="anchor" href="#arg-basesize"></a></dt>
 <dd><p>The base font size for all text. Default <code>12</code>.
-Can be overwritten by <code>titleSize</code>, <code>axisSize</code>, and 
+Can be overwritten by <code>titleSize</code>, <code>axisSize</code>, and
 <code>axisLabelSize</code>, <code>legendSize</code>, <code>legendTitleSize</code>.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Size of title of plot. Default <code>NULL</code>.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Size of x/y-axis labels. Default <code>NULL</code>.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Size of x/y-axis ticks. Default <code>NULL</code>.</p></dd>
 
 
-<dt>legendSize</dt>
+<dt id="arg-legendsize">legendSize<a class="anchor" aria-label="anchor" href="#arg-legendsize"></a></dt>
 <dd><p>size of legend. Default <code>NULL</code>.</p></dd>
 
 
-<dt>legendTitleSize</dt>
+<dt id="arg-legendtitlesize">legendTitleSize<a class="anchor" aria-label="anchor" href="#arg-legendtitlesize"></a></dt>
 <dd><p>size of legend title. Default <code>NULL</code>.</p></dd>
 
 
-<dt>relHeights</dt>
-<dd><p>Relative heights of plots when combine is set. Default 
+<dt id="arg-relheights">relHeights<a class="anchor" aria-label="anchor" href="#arg-relheights"></a></dt>
+<dd><p>Relative heights of plots when combine is set. Default
 <code>1</code>.</p></dd>
 
 
-<dt>relWidths</dt>
-<dd><p>Relative widths of plots when combine is set. Default 
+<dt id="arg-relwidths">relWidths<a class="anchor" aria-label="anchor" href="#arg-relwidths"></a></dt>
+<dd><p>Relative widths of plots when combine is set. Default
 <code>c(1, 1, 1)</code>.</p></dd>
 
 
-<dt>plotNCols</dt>
-<dd><p>Number of columns when plots are combined in a grid. Default 
+<dt id="arg-plotncols">plotNCols<a class="anchor" aria-label="anchor" href="#arg-plotncols"></a></dt>
+<dd><p>Number of columns when plots are combined in a grid. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>plotNRows</dt>
-<dd><p>Number of rows when plots are combined in a grid. Default 
+<dt id="arg-plotnrows">plotNRows<a class="anchor" aria-label="anchor" href="#arg-plotnrows"></a></dt>
+<dd><p>Number of rows when plots are combined in a grid. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>labelSamples</dt>
-<dd><p>Will label sample name in title of plot if TRUE. Default 
+<dt id="arg-labelsamples">labelSamples<a class="anchor" aria-label="anchor" href="#arg-labelsamples"></a></dt>
+<dd><p>Will label sample name in title of plot if TRUE. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>samplePerColumn</dt>
-<dd><p>If <code>TRUE</code>, when there are multiple samples and 
-combining by <code>"all"</code>, the output .ggplot will have plots from each 
+<dt id="arg-samplepercolumn">samplePerColumn<a class="anchor" aria-label="anchor" href="#arg-samplepercolumn"></a></dt>
+<dd><p>If <code>TRUE</code>, when there are multiple samples and
+combining by <code>"all"</code>, the output .ggplot will have plots from each
 sample on a single column. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>sampleRelHeights</dt>
-<dd><p>If there are multiple samples and combining by 
+<dt id="arg-samplerelheights">sampleRelHeights<a class="anchor" aria-label="anchor" href="#arg-samplerelheights"></a></dt>
+<dd><p>If there are multiple samples and combining by
 <code>"all"</code>, the relative heights for each plot. Default <code>1</code>.</p></dd>
 
 
-<dt>sampleRelWidths</dt>
-<dd><p>If there are multiple samples and combining by 
+<dt id="arg-samplerelwidths">sampleRelWidths<a class="anchor" aria-label="anchor" href="#arg-samplerelwidths"></a></dt>
+<dd><p>If there are multiple samples and combining by
 <code>"all"</code>, the relative widths for each plot. Default <code>1</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>list of .ggplot objects</p>
+    <p>list of .ggplot objects</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
@@ -437,12 +437,12 @@ <h2>See also</h2>
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package<span class="op">=</span><span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runUMAP.html">runQuickUMAP</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScrublet.html">runScrublet</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotScrubletResults</span><span class="op">(</span>inSCE<span class="op">=</span><span class="va">sce</span>, reducedDimName<span class="op">=</span><span class="st">"UMAP"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -457,15 +457,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotSeuratElbow.html b/docs/reference/plotSeuratElbow.html
index bd772a950..3e1de1377 100644
--- a/docs/reference/plotSeuratElbow.html
+++ b/docs/reference/plotSeuratElbow.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotSeuratElbow
-Computes the plot object for elbow plot from the pca slot in the input sce
-object — plotSeuratElbow • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotSeuratElbow
-Computes the plot object for elbow plot from the pca slot in the input sce
-object — plotSeuratElbow"><meta property="og:description" content="plotSeuratElbow
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotSeuratElbow Computes the plot object for elbow plot from the pca slot in the input sce object — plotSeuratElbow • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotSeuratElbow Computes the plot object for elbow plot from the pca slot in the input sce object — plotSeuratElbow"><meta property="og:description" content="plotSeuratElbow
 Computes the plot object for elbow plot from the pca slot in the input sce
 object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>plotSeuratElbow
-Computes the plot object for elbow plot from the pca slot in the input sce
-object</h1>
+    <h1>plotSeuratElbow Computes the plot object for elbow plot from the pca slot in the input sce object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/seuratFunctions.R" class="external-link"><code>R/seuratFunctions.R</code></a></small>
     <div class="hidden name"><code>plotSeuratElbow.Rd</code></div>
     </div>
@@ -224,60 +218,60 @@ <h1>plotSeuratElbow
 <span>  reduction <span class="op">=</span> <span class="st">"pca"</span>,</span>
 <span>  ndims <span class="op">=</span> <span class="fl">20</span>,</span>
 <span>  externalReduction <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  interactive <span class="op">=</span> <span class="cn">TRUE</span></span>
+<span>  interactive <span class="op">=</span> <span class="cn">FALSE</span></span>
 <span><span class="op">)</span></span></code></pre></div>
     </div>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object from which to compute the elbow plot (pca should
 be computed)</p></dd>
 
 
-<dt>significantPC</dt>
+<dt id="arg-significantpc">significantPC<a class="anchor" aria-label="anchor" href="#arg-significantpc"></a></dt>
 <dd><p>Number of significant principal components to plot.
 This is used to alter the color of the points for the corresponding PCs.
 If <code>NULL</code>, all points will be the same color. Default <code>NULL</code>.</p></dd>
 
 
-<dt>reduction</dt>
+<dt id="arg-reduction">reduction<a class="anchor" aria-label="anchor" href="#arg-reduction"></a></dt>
 <dd><p>Reduction to use for elbow plot generation. Either
 <code>"pca"</code> or <code>"ica"</code>. Default <code>"pca"</code>.</p></dd>
 
 
-<dt>ndims</dt>
+<dt id="arg-ndims">ndims<a class="anchor" aria-label="anchor" href="#arg-ndims"></a></dt>
 <dd><p>Number of components to use. Default <code>20</code>.</p></dd>
 
 
-<dt>externalReduction</dt>
+<dt id="arg-externalreduction">externalReduction<a class="anchor" aria-label="anchor" href="#arg-externalreduction"></a></dt>
 <dd><p>Pass DimReduc object if PCA/ICA computed through
 other libraries. Default <code>NULL</code>.</p></dd>
 
 
-<dt>interactive</dt>
+<dt id="arg-interactive">interactive<a class="anchor" aria-label="anchor" href="#arg-interactive"></a></dt>
 <dd><p>Logical value indicating if the returned object should
 be an interactive plotly object if <code>TRUE</code> or a ggplot object if
-set to <code>FALSE</code>. Default is <code>TRUE</code>.</p></dd>
+set to <code>FALSE</code>. Default is <code>FALSE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>plot object</p>
+    <p>plot object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratNormalizeData.html">runSeuratNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratFindHVG.html">runSeuratFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratScaleData.html">runSeuratScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratPCA.html">runSeuratPCA</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotSeuratElbow</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -292,15 +286,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotSeuratGenes.html b/docs/reference/plotSeuratGenes.html
index 17854fcda..02d976d51 100644
--- a/docs/reference/plotSeuratGenes.html
+++ b/docs/reference/plotSeuratGenes.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Compute and plot visualizations for marker genes — plotSeuratGenes • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Compute and plot visualizations for marker genes — plotSeuratGenes"><meta property="og:description" content="Compute and plot visualizations for marker genes"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Compute and plot visualizations for marker genes — plotSeuratGenes • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Compute and plot visualizations for marker genes — plotSeuratGenes"><meta property="og:description" content="Compute and plot visualizations for marker genes"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -224,51 +224,53 @@ <h1>Compute and plot visualizations for marker genes</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Specify the name of the assay that will be scaled by this
 function.</p></dd>
 
 
-<dt>plotType</dt>
+<dt id="arg-plottype">plotType<a class="anchor" aria-label="anchor" href="#arg-plottype"></a></dt>
 <dd><p>Specify the type of the plot to compute. Options are limited
 to "ridge", "violin", "feature", "dot" and "heatmap".</p></dd>
 
 
-<dt>features</dt>
+<dt id="arg-features">features<a class="anchor" aria-label="anchor" href="#arg-features"></a></dt>
 <dd><p>Specify the features to compute the plot against.</p></dd>
 
 
-<dt>groupVariable</dt>
+<dt id="arg-groupvariable">groupVariable<a class="anchor" aria-label="anchor" href="#arg-groupvariable"></a></dt>
 <dd><p>Specify the column name from the colData slot that
 should be used as grouping variable.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>saved dimension reduction name in the
 SingleCellExperiment object. Default <code>seuratUMAP</code>.</p></dd>
 
 
-<dt>splitBy</dt>
+<dt id="arg-splitby">splitBy<a class="anchor" aria-label="anchor" href="#arg-splitby"></a></dt>
 <dd><p>Specify the column name from the colData slot that should be
 used to split samples.
  Default is <code>NULL</code>.</p></dd>
 
 
-<dt>cols</dt>
+<dt id="arg-cols">cols<a class="anchor" aria-label="anchor" href="#arg-cols"></a></dt>
 <dd><p>Specify two colors to form a gradient between. Default is
 <code>c("lightgrey", "blue")</code>.</p></dd>
 
 
-<dt>ncol</dt>
+<dt id="arg-ncol">ncol<a class="anchor" aria-label="anchor" href="#arg-ncol"></a></dt>
 <dd><p>Visualizations will be adjusted in "ncol" number of columns.
 Default is <code>1</code>.</p></dd>
 
 
-<dt>combine</dt>
+<dt id="arg-combine">combine<a class="anchor" aria-label="anchor" href="#arg-combine"></a></dt>
 <dd><p>A logical value that indicates if the plots should be combined
 together into a single plot if <code>TRUE</code>, else if <code>FALSE</code> returns
 separate ggplot objects for each feature. Only works when <code>plotType</code>
@@ -279,9 +281,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Plot object</p>
+    <p>Plot object</p>
     </div>
 
   </div>
@@ -296,15 +296,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotSeuratHVG.html b/docs/reference/plotSeuratHVG.html
index da483f0a5..e08c5baa7 100644
--- a/docs/reference/plotSeuratHVG.html
+++ b/docs/reference/plotSeuratHVG.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotSeuratHVG
-Plot highly variable genes from input sce object (must have highly variable
-genes computations stored) — plotSeuratHVG • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotSeuratHVG
-Plot highly variable genes from input sce object (must have highly variable
-genes computations stored) — plotSeuratHVG"><meta property="og:description" content="plotSeuratHVG
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotSeuratHVG Plot highly variable genes from input sce object (must have highly variable genes computations stored) — plotSeuratHVG • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotSeuratHVG Plot highly variable genes from input sce object (must have highly variable genes computations stored) — plotSeuratHVG"><meta property="og:description" content="plotSeuratHVG
 Plot highly variable genes from input sce object (must have highly variable
 genes computations stored)"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>plotSeuratHVG
-Plot highly variable genes from input sce object (must have highly variable
-genes computations stored)</h1>
+    <h1>plotSeuratHVG Plot highly variable genes from input sce object (must have highly variable genes computations stored)</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/seuratFunctions.R" class="external-link"><code>R/seuratFunctions.R</code></a></small>
     <div class="hidden name"><code>plotSeuratHVG.Rd</code></div>
     </div>
@@ -223,12 +217,14 @@ <h1>plotSeuratHVG
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object that contains the highly variable genes
 computations</p></dd>
 
 
-<dt>labelPoints</dt>
+<dt id="arg-labelpoints">labelPoints<a class="anchor" aria-label="anchor" href="#arg-labelpoints"></a></dt>
 <dd><p>Numeric value indicating the number of top genes that
 should be labeled.
  Default is <code>0</code>, which will not label any point.</p></dd>
@@ -236,19 +232,17 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>plot object</p>
+    <p>plot object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratNormalizeData.html">runSeuratNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratFindHVG.html">runSeuratFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotSeuratHVG</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -263,15 +257,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotSeuratHeatmap.html b/docs/reference/plotSeuratHeatmap.html
index e0aed65f3..cd335b7a4 100644
--- a/docs/reference/plotSeuratHeatmap.html
+++ b/docs/reference/plotSeuratHeatmap.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotSeuratHeatmap
-Modifies the heatmap plot object so it contains specified number of heatmaps
-in a single plot — plotSeuratHeatmap • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotSeuratHeatmap
-Modifies the heatmap plot object so it contains specified number of heatmaps
-in a single plot — plotSeuratHeatmap"><meta property="og:description" content="plotSeuratHeatmap
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotSeuratHeatmap Modifies the heatmap plot object so it contains specified number of heatmaps in a single plot — plotSeuratHeatmap • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotSeuratHeatmap Modifies the heatmap plot object so it contains specified number of heatmaps in a single plot — plotSeuratHeatmap"><meta property="og:description" content="plotSeuratHeatmap
 Modifies the heatmap plot object so it contains specified number of heatmaps
 in a single plot"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>plotSeuratHeatmap
-Modifies the heatmap plot object so it contains specified number of heatmaps
-in a single plot</h1>
+    <h1>plotSeuratHeatmap Modifies the heatmap plot object so it contains specified number of heatmaps in a single plot</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/seuratFunctions.R" class="external-link"><code>R/seuratFunctions.R</code></a></small>
     <div class="hidden name"><code>plotSeuratHeatmap.Rd</code></div>
     </div>
@@ -223,28 +217,28 @@ <h1>plotSeuratHeatmap
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>plotObject</dt>
+
+
+<dl><dt id="arg-plotobject">plotObject<a class="anchor" aria-label="anchor" href="#arg-plotobject"></a></dt>
 <dd><p>plot object computed from runSeuratHeatmap() function</p></dd>
 
 
-<dt>dims</dt>
+<dt id="arg-dims">dims<a class="anchor" aria-label="anchor" href="#arg-dims"></a></dt>
 <dd><p>numerical value of how many heatmaps to draw (default is 0)</p></dd>
 
 
-<dt>ncol</dt>
+<dt id="arg-ncol">ncol<a class="anchor" aria-label="anchor" href="#arg-ncol"></a></dt>
 <dd><p>numerical value indicating that in how many columns should the
 heatmaps be distrbuted (default is 2)</p></dd>
 
 
-<dt>labels</dt>
+<dt id="arg-labels">labels<a class="anchor" aria-label="anchor" href="#arg-labels"></a></dt>
 <dd><p>list() of labels to draw on heatmaps</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>modified plot object</p>
+    <p>modified plot object</p>
     </div>
 
   </div>
@@ -259,15 +253,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotSeuratJackStraw.html b/docs/reference/plotSeuratJackStraw.html
index ece74ebc6..5ec5f51d5 100644
--- a/docs/reference/plotSeuratJackStraw.html
+++ b/docs/reference/plotSeuratJackStraw.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotSeuratJackStraw
-Computes the plot object for jackstraw plot from the pca slot in the input
-sce object — plotSeuratJackStraw • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotSeuratJackStraw
-Computes the plot object for jackstraw plot from the pca slot in the input
-sce object — plotSeuratJackStraw"><meta property="og:description" content="plotSeuratJackStraw
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotSeuratJackStraw Computes the plot object for jackstraw plot from the pca slot in the input sce object — plotSeuratJackStraw • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotSeuratJackStraw Computes the plot object for jackstraw plot from the pca slot in the input sce object — plotSeuratJackStraw"><meta property="og:description" content="plotSeuratJackStraw
 Computes the plot object for jackstraw plot from the pca slot in the input
 sce object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>plotSeuratJackStraw
-Computes the plot object for jackstraw plot from the pca slot in the input
-sce object</h1>
+    <h1>plotSeuratJackStraw Computes the plot object for jackstraw plot from the pca slot in the input sce object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/seuratFunctions.R" class="external-link"><code>R/seuratFunctions.R</code></a></small>
     <div class="hidden name"><code>plotSeuratJackStraw.Rd</code></div>
     </div>
@@ -229,47 +223,47 @@ <h1>plotSeuratJackStraw
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object from which to compute the jackstraw plot (pca
 should be computed)</p></dd>
 
 
-<dt>dims</dt>
+<dt id="arg-dims">dims<a class="anchor" aria-label="anchor" href="#arg-dims"></a></dt>
 <dd><p>Number of components to plot in Jackstraw. If <code>NULL</code>, then
 all components are plotted Default <code>NULL</code>.</p></dd>
 
 
-<dt>xmax</dt>
+<dt id="arg-xmax">xmax<a class="anchor" aria-label="anchor" href="#arg-xmax"></a></dt>
 <dd><p>X-axis maximum on each QQ plot. Default <code>0.1</code>.</p></dd>
 
 
-<dt>ymax</dt>
+<dt id="arg-ymax">ymax<a class="anchor" aria-label="anchor" href="#arg-ymax"></a></dt>
 <dd><p>Y-axis maximum on each QQ plot. Default <code>0.3</code>.</p></dd>
 
 
-<dt>externalReduction</dt>
+<dt id="arg-externalreduction">externalReduction<a class="anchor" aria-label="anchor" href="#arg-externalreduction"></a></dt>
 <dd><p>Pass DimReduc object if PCA/ICA computed through
 other libraries. Default <code>NULL</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>plot object</p>
+    <p>plot object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratNormalizeData.html">runSeuratNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratFindHVG.html">runSeuratFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratScaleData.html">runSeuratScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratPCA.html">runSeuratPCA</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratJackStraw.html">runSeuratJackStraw</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotSeuratJackStraw</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -284,15 +278,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotSeuratReduction.html b/docs/reference/plotSeuratReduction.html
index 0f8bdf294..228d96c9b 100644
--- a/docs/reference/plotSeuratReduction.html
+++ b/docs/reference/plotSeuratReduction.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotSeuratReduction
-Plots the selected dimensionality reduction method — plotSeuratReduction • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotSeuratReduction
-Plots the selected dimensionality reduction method — plotSeuratReduction"><meta property="og:description" content="plotSeuratReduction
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>plotSeuratReduction Plots the selected dimensionality reduction method — plotSeuratReduction • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="plotSeuratReduction Plots the selected dimensionality reduction method — plotSeuratReduction"><meta property="og:description" content="plotSeuratReduction
 Plots the selected dimensionality reduction method"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>plotSeuratReduction
-Plots the selected dimensionality reduction method</h1>
+    <h1>plotSeuratReduction Plots the selected dimensionality reduction method</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/seuratFunctions.R" class="external-link"><code>R/seuratFunctions.R</code></a></small>
     <div class="hidden name"><code>plotSeuratReduction.Rd</code></div>
     </div>
@@ -224,48 +221,48 @@ <h1>plotSeuratReduction
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object which has the selected dimensionality reduction
 algorithm already computed and stored</p></dd>
 
 
-<dt>useReduction</dt>
+<dt id="arg-usereduction">useReduction<a class="anchor" aria-label="anchor" href="#arg-usereduction"></a></dt>
 <dd><p>Dimentionality reduction to plot. One of "pca", "ica",
 "tsne", or "umap". Default <code>"umap"</code>.</p></dd>
 
 
-<dt>showLegend</dt>
+<dt id="arg-showlegend">showLegend<a class="anchor" aria-label="anchor" href="#arg-showlegend"></a></dt>
 <dd><p>Select if legends and labels should be shown on the output
 plot or not. Either "TRUE" or "FALSE". Default <code>FALSE</code>.</p></dd>
 
 
-<dt>groupBy</dt>
+<dt id="arg-groupby">groupBy<a class="anchor" aria-label="anchor" href="#arg-groupby"></a></dt>
 <dd><p>Specify a colData column name that be used for grouping.
 Default is <code>NULL</code>.</p></dd>
 
 
-<dt>splitBy</dt>
+<dt id="arg-splitby">splitBy<a class="anchor" aria-label="anchor" href="#arg-splitby"></a></dt>
 <dd><p>Specify a colData column name that be used for splitting the
 output plot. Default is <code>NULL</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>plot object</p>
+    <p>plot object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratNormalizeData.html">runSeuratNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratFindHVG.html">runSeuratFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratScaleData.html">runSeuratScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratPCA.html">runSeuratPCA</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotSeuratReduction</span><span class="op">(</span><span class="va">sce</span>, useReduction <span class="op">=</span> <span class="st">"pca"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -280,15 +277,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotSoupXResults.html b/docs/reference/plotSoupXResults.html
index be138c44b..6ee27da30 100644
--- a/docs/reference/plotSoupXResults.html
+++ b/docs/reference/plotSoupXResults.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot SoupX Result — plotSoupXResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot SoupX Result — plotSoupXResults"><meta property="og:description" content="This function will generate a combination of plots basing on the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot SoupX Result — plotSoupXResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot SoupX Result — plotSoupXResults"><meta property="og:description" content="This function will generate a combination of plots basing on the
 correction done by SoupX. For each sample, there will be a UMAP with cluster
 labeling, followed by a number of UMAPs showing the change in selected top
 markers. The cluster labeling is what should be used for SoupX to estimate
@@ -9,7 +9,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +23,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +31,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +40,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +65,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,20 +186,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -248,117 +248,117 @@ <h1>Plot SoupX Result</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A SingleCellExperiment object. With
 <code><a href="runSoupX.html">runSoupX</a></code> already applied.</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>Character vector. Indicates which sample each cell belongs to.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>background</dt>
+<dt id="arg-background">background<a class="anchor" aria-label="anchor" href="#arg-background"></a></dt>
 <dd><p>Logical. Whether <code>background</code> was applied when
 running <code><a href="runSoupX.html">runSoupX</a></code>. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>Character. The embedding to use for plotting. Leave it
 <code>NULL</code> for using the sample-specific UMAPs generated when running
 <code><a href="runSoupX.html">runSoupX</a></code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>plotNCols</dt>
+<dt id="arg-plotncols">plotNCols<a class="anchor" aria-label="anchor" href="#arg-plotncols"></a></dt>
 <dd><p>Integer. Number of columns for the plot grid per sample.
 Will determine the number of top markers to show together with
 <code>plotNRows</code>. Default <code>3</code>.</p></dd>
 
 
-<dt>plotNRows</dt>
+<dt id="arg-plotnrows">plotNRows<a class="anchor" aria-label="anchor" href="#arg-plotnrows"></a></dt>
 <dd><p>Integer. Number of rows for the plot grid per sample. Will
 determine the number of top markers to show together with <code>plotNCols</code>.
 Default <code>2</code>.</p></dd>
 
 
-<dt>baseSize</dt>
+<dt id="arg-basesize">baseSize<a class="anchor" aria-label="anchor" href="#arg-basesize"></a></dt>
 <dd><p>Numeric. The base font size for all text. Default 12. Can be
 overwritten by titleSize, axisSize, and axisLabelSize, legendSize,
 legendTitleSize. Default <code>8</code>.</p></dd>
 
 
-<dt>combinePlot</dt>
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
 <dd><p>Must be either <code>"all"</code>, <code>"sample"</code>, or
 <code>"none"</code>. <code>"all"</code> will combine all plots into a single
 <code>.ggplot</code> object, while <code>"sample"</code> will output a list of plots
 separated by sample. Default <code>"all"</code>.</p></dd>
 
 
-<dt>xlab</dt>
+<dt id="arg-xlab">xlab<a class="anchor" aria-label="anchor" href="#arg-xlab"></a></dt>
 <dd><p>Character vector. Label for x-axis. Default <code>NULL</code>.</p></dd>
 
 
-<dt>ylab</dt>
+<dt id="arg-ylab">ylab<a class="anchor" aria-label="anchor" href="#arg-ylab"></a></dt>
 <dd><p>Character vector. Label for y-axis. Default <code>NULL</code>.</p></dd>
 
 
-<dt>dim1</dt>
+<dt id="arg-dim-">dim1<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
 <dd><p>See <code><a href="plotSCEDimReduceColData.html">plotSCEDimReduceColData</a></code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>dim2</dt>
+<dt id="arg-dim-">dim2<a class="anchor" aria-label="anchor" href="#arg-dim-"></a></dt>
 <dd><p>See <code><a href="plotSCEDimReduceColData.html">plotSCEDimReduceColData</a></code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>labelClusters</dt>
+<dt id="arg-labelclusters">labelClusters<a class="anchor" aria-label="anchor" href="#arg-labelclusters"></a></dt>
 <dd><p>Logical. Whether the cluster labels are plotted. Default
 <code>FALSE</code>.</p></dd>
 
 
-<dt>clusterLabelSize</dt>
+<dt id="arg-clusterlabelsize">clusterLabelSize<a class="anchor" aria-label="anchor" href="#arg-clusterlabelsize"></a></dt>
 <dd><p>Numeric. Determines the size of cluster label when
 <code>labelClusters</code> is set to <code>TRUE</code>. Default <code>3.5</code>.</p></dd>
 
 
-<dt>defaultTheme</dt>
+<dt id="arg-defaulttheme">defaultTheme<a class="anchor" aria-label="anchor" href="#arg-defaulttheme"></a></dt>
 <dd><p>Logical. Adds grid to plot when <code>TRUE</code>. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Numeric. Size of dots. Default <code>0.5</code>.</p></dd>
 
 
-<dt>transparency</dt>
+<dt id="arg-transparency">transparency<a class="anchor" aria-label="anchor" href="#arg-transparency"></a></dt>
 <dd><p>Numeric. Transparency of the dots, values will be from 0
 to 1. Default <code>1</code>.</p></dd>
 
 
-<dt>titleSize</dt>
+<dt id="arg-titlesize">titleSize<a class="anchor" aria-label="anchor" href="#arg-titlesize"></a></dt>
 <dd><p>Numeric. Size of title of plot. Default <code>15</code>.</p></dd>
 
 
-<dt>axisLabelSize</dt>
+<dt id="arg-axislabelsize">axisLabelSize<a class="anchor" aria-label="anchor" href="#arg-axislabelsize"></a></dt>
 <dd><p>Numeric. Size of x/y-axis labels. Default <code>NULL</code>.</p></dd>
 
 
-<dt>axisSize</dt>
+<dt id="arg-axissize">axisSize<a class="anchor" aria-label="anchor" href="#arg-axissize"></a></dt>
 <dd><p>Numeric. Size of x/y-axis ticks. Default <code>NULL</code>.</p></dd>
 
 
-<dt>legendSize</dt>
+<dt id="arg-legendsize">legendSize<a class="anchor" aria-label="anchor" href="#arg-legendsize"></a></dt>
 <dd><p>Numeric. Size of legend. Default <code>NULL</code>.</p></dd>
 
 
-<dt>legendTitleSize</dt>
+<dt id="arg-legendtitlesize">legendTitleSize<a class="anchor" aria-label="anchor" href="#arg-legendtitlesize"></a></dt>
 <dd><p>Numeric. Size of legend title. Default <code>NULL</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>ggplot object of the combination of UMAPs. See description.</p>
+    <p>ggplot object of the combination of UMAPs. See description.</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
@@ -367,11 +367,11 @@ <h2>See also</h2>
 
     <div id="ref-examples">
     <h2>Examples</h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="importExampleData.html">importExampleData</a></span><span class="op">(</span><span class="st">"pbmc3k"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSoupX.html">runSoupX</a></span><span class="op">(</span><span class="va">sce</span>, sample <span class="op">=</span> <span class="st">"sample"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">plotSoupXResults</span><span class="op">(</span><span class="va">sce</span>, sample <span class="op">=</span> <span class="st">"sample"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -386,15 +386,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotTSCANClusterDEG.html b/docs/reference/plotTSCANClusterDEG.html
index bcf122acd..5e87748b0 100644
--- a/docs/reference/plotTSCANClusterDEG.html
+++ b/docs/reference/plotTSCANClusterDEG.html
@@ -1,13 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot features identified by runTSCANClusterDEAnalysis on
-cell 2D embedding with MST overlaid — plotTSCANClusterDEG • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot features identified by runTSCANClusterDEAnalysis on
-cell 2D embedding with MST overlaid — plotTSCANClusterDEG"><meta property="og:description" content="A wrapper function which plot the top features expression
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot features identified by runTSCANClusterDEAnalysis on cell 2D embedding with MST overlaid — plotTSCANClusterDEG • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot features identified by runTSCANClusterDEAnalysis on cell 2D embedding with MST overlaid — plotTSCANClusterDEG"><meta property="og:description" content="A wrapper function which plot the top features expression
 identified by runTSCANClusterDEAnalysis on the 2D embedding of
 the cells cluster used in the analysis. The related MST edges are overlaid."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -21,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -29,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -38,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -63,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -184,26 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Plot features identified by <code><a href="runTSCANClusterDEAnalysis.html">runTSCANClusterDEAnalysis</a></code> on
-cell 2D embedding with MST overlaid</h1>
+    <h1>Plot features identified by <code><a href="runTSCANClusterDEAnalysis.html">runTSCANClusterDEAnalysis</a></code> on cell 2D embedding with MST overlaid</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/runTSCAN.R" class="external-link"><code>R/runTSCAN.R</code></a></small>
     <div class="hidden name"><code>plotTSCANClusterDEG.Rd</code></div>
     </div>
@@ -229,44 +226,46 @@ <h1>Plot features identified by <code><a href="runTSCANClusterDEAnalysis.html">r
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>useCluster</dt>
+<dt id="arg-usecluster">useCluster<a class="anchor" aria-label="anchor" href="#arg-usecluster"></a></dt>
 <dd><p>Choose a cluster used for identifying DEG with
 <code><a href="runTSCANClusterDEAnalysis.html">runTSCANClusterDEAnalysis</a></code>. Required.</p></dd>
 
 
-<dt>pathIndex</dt>
+<dt id="arg-pathindex">pathIndex<a class="anchor" aria-label="anchor" href="#arg-pathindex"></a></dt>
 <dd><p>Specifies one of the branching paths from <code>useCluster</code>
 and plot the top DEGs on this path. Ususally presented by the terminal
 cluster of a path. By default <code>NULL</code> plot top DEGs of all paths.</p></dd>
 
 
-<dt>useReducedDim</dt>
+<dt id="arg-usereduceddim">useReducedDim<a class="anchor" aria-label="anchor" href="#arg-usereduceddim"></a></dt>
 <dd><p>A single character for the matrix of 2D embedding.
 Should exist in <code>reducedDims</code> slot. Default <code>"UMAP"</code>.</p></dd>
 
 
-<dt>topN</dt>
+<dt id="arg-topn">topN<a class="anchor" aria-label="anchor" href="#arg-topn"></a></dt>
 <dd><p>Integer. Use top N genes identified. Default <code>9</code>.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A single character for the feature expression matrix. Should
 exist in <code>assayNames(inSCE)</code>. Default <code>NULL</code> for using the one used
 in <code><a href="runTSCANClusterDEAnalysis.html">runTSCANClusterDEAnalysis</a></code>.</p></dd>
 
 
-<dt>featureDisplay</dt>
+<dt id="arg-featuredisplay">featureDisplay<a class="anchor" aria-label="anchor" href="#arg-featuredisplay"></a></dt>
 <dd><p>Specify the feature ID type to display. Users can set
 default value with <code><a href="setSCTKDisplayRow.html">setSCTKDisplayRow</a></code>. <code>NULL</code> or
 <code>"rownames"</code> specifies the rownames of <code>inSCE</code>. Other character
 values indicates <code>rowData</code> variable.</p></dd>
 
 
-<dt>combinePlot</dt>
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
 <dd><p>Must be either <code>"all"</code> or <code>"none"</code>. <code>"all"</code>
 will combine plots of each feature into a single <code>.ggplot</code> object,
 while <code>"none"</code> will output a list of plots. Default <code>"all"</code>.</p></dd>
@@ -274,9 +273,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>.ggplot</code> object of cell scatter plot, colored by the
+    <p>A <code>.ggplot</code> object of cell scatter plot, colored by the
 expression of a gene identified by <code><a href="runTSCANClusterDEAnalysis.html">runTSCANClusterDEAnalysis</a></code>,
 with the layer of trajectory.</p>
     </div>
@@ -290,19 +287,19 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"mouseBrainSubsetSCE"</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">mouseBrainSubsetSCE</span> <span class="op">&lt;-</span> <span class="fu"><a href="runTSCAN.html">runTSCAN</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                                useReducedDim <span class="op">=</span> <span class="st">"PCA_logcounts"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:16 2024 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:16 2024 ...   Identified 2 clusters</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:16 2024 ... Running TSCAN to estimate pseudotime</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:46 2025 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:46 2025 ...   Identified 2 clusters</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:46 2025 ... Running TSCAN to estimate pseudotime</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Found more than one class "dist" in cache; using the first, from namespace 'BiocGenerics'</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Also defined by ‘spam’</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Found more than one class "dist" in cache; using the first, from namespace 'BiocGenerics'</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Also defined by ‘spam’</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:17 2024 ...   Clusters involved in path index 2 are: 1, 2</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:17 2024 ...   Number of estimated paths is 1</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:47 2025 ...   Clusters involved in path index 2 are: 1, 2</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:47 2025 ...   Number of estimated paths is 1</span>
 <span class="r-in"><span><span class="va">mouseBrainSubsetSCE</span> <span class="op">&lt;-</span> <span class="fu"><a href="runTSCANClusterDEAnalysis.html">runTSCANClusterDEAnalysis</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                                                 useCluster <span class="op">=</span> <span class="fl">1</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:17 2024 ... Finding DEG between TSCAN branches</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:17 2024 ...   Clusters involved in path index 2 are: 1, 2</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:47 2025 ... Finding DEG between TSCAN branches</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:47 2025 ...   Clusters involved in path index 2 are: 1, 2</span>
 <span class="r-in"><span><span class="fu">plotTSCANClusterDEG</span><span class="op">(</span><span class="va">mouseBrainSubsetSCE</span>, useCluster <span class="op">=</span> <span class="fl">1</span>,</span></span>
 <span class="r-in"><span>                    useReducedDim <span class="op">=</span> <span class="st">"TSNE_logcounts"</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="plotTSCANClusterDEG-1.png" alt="" width="700" height="433"></span>
@@ -320,15 +317,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotTSCANClusterPseudo.html b/docs/reference/plotTSCANClusterPseudo.html
index 5202aaae7..727981647 100644
--- a/docs/reference/plotTSCANClusterPseudo.html
+++ b/docs/reference/plotTSCANClusterPseudo.html
@@ -1,12 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot TSCAN pseudotime rooted from given cluster — plotTSCANClusterPseudo • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot TSCAN pseudotime rooted from given cluster — plotTSCANClusterPseudo"><meta property="og:description" content="This function finds all paths that root from a given cluster
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot TSCAN pseudotime rooted from given cluster — plotTSCANClusterPseudo • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot TSCAN pseudotime rooted from given cluster — plotTSCANClusterPseudo"><meta property="og:description" content="This function finds all paths that root from a given cluster
 useCluster. For each path, this function plots the recomputed
 pseudotime starting from the root on a scatter plot which contains cells only
 in this cluster. MST has to be pre-calculated with runTSCAN."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,20 +183,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -224,21 +224,23 @@ <h1>Plot TSCAN pseudotime rooted from given cluster</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>useCluster</dt>
+<dt id="arg-usecluster">useCluster<a class="anchor" aria-label="anchor" href="#arg-usecluster"></a></dt>
 <dd><p>The cluster to be regarded as the root, has to existing in
 <code>colData(inSCE)$TSCAN_clusters</code>.</p></dd>
 
 
-<dt>useReducedDim</dt>
+<dt id="arg-usereduceddim">useReducedDim<a class="anchor" aria-label="anchor" href="#arg-usereduceddim"></a></dt>
 <dd><p>Saved dimension reduction name in the
 SingleCellExperiment object. Required.</p></dd>
 
 
-<dt>combinePlot</dt>
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
 <dd><p>Must be either <code>"all"</code> or <code>"none"</code>. <code>"all"</code>
 will combine plots of pseudotime along each path into a single <code>.ggplot</code>
 object, while <code>"none"</code> will output a list of plots. Default
@@ -247,7 +249,9 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    <dl><dt>combinePlot = "all"</dt>
+
+
+<dl><dt>combinePlot = "all"</dt>
 <dd><p>A <code>.ggplot</code> object</p></dd>
 
 <dt>combinePlot = "none"</dt>
@@ -264,11 +268,11 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"mouseBrainSubsetSCE"</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">mouseBrainSubsetSCE</span> <span class="op">&lt;-</span> <span class="fu"><a href="runTSCAN.html">runTSCAN</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                                useReducedDim <span class="op">=</span> <span class="st">"PCA_logcounts"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:20 2024 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:21 2024 ...   Identified 2 clusters</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:21 2024 ... Running TSCAN to estimate pseudotime</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:21 2024 ...   Clusters involved in path index 2 are: 1, 2</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:21 2024 ...   Number of estimated paths is 1</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:53 2025 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:53 2025 ...   Identified 2 clusters</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:53 2025 ... Running TSCAN to estimate pseudotime</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:53 2025 ...   Clusters involved in path index 2 are: 1, 2</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:53 2025 ...   Number of estimated paths is 1</span>
 <span class="r-in"><span><span class="fu">plotTSCANClusterPseudo</span><span class="op">(</span><span class="va">mouseBrainSubsetSCE</span>, useCluster <span class="op">=</span> <span class="fl">1</span>,</span></span>
 <span class="r-in"><span>                       useReducedDim <span class="op">=</span> <span class="st">"TSNE_logcounts"</span><span class="op">)</span></span></span>
 <span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Removed 1 row containing missing values or values outside the scale range</span>
@@ -288,15 +292,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotTSCANDimReduceFeatures.html b/docs/reference/plotTSCANDimReduceFeatures.html
index f550552d4..2cf541e3d 100644
--- a/docs/reference/plotTSCANDimReduceFeatures.html
+++ b/docs/reference/plotTSCANDimReduceFeatures.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot feature expression on cell 2D embedding with MST overlaid — plotTSCANDimReduceFeatures • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot feature expression on cell 2D embedding with MST overlaid — plotTSCANDimReduceFeatures"><meta property="og:description" content="A wrapper function which plots all cells or cells in chosen
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot feature expression on cell 2D embedding with MST overlaid — plotTSCANDimReduceFeatures • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot feature expression on cell 2D embedding with MST overlaid — plotTSCANDimReduceFeatures"><meta property="og:description" content="A wrapper function which plots all cells or cells in chosen
 cluster. Each point is a cell colored by the expression of a feature of
 interest, the relevant edges of the MST are overlaid on top."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -226,44 +226,46 @@ <h1>Plot feature expression on cell 2D embedding with MST overlaid</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>features</dt>
+<dt id="arg-features">features<a class="anchor" aria-label="anchor" href="#arg-features"></a></dt>
 <dd><p>Choose the feature of interest to explore the expression
 level on the trajectory. Required.</p></dd>
 
 
-<dt>useReducedDim</dt>
+<dt id="arg-usereduceddim">useReducedDim<a class="anchor" aria-label="anchor" href="#arg-usereduceddim"></a></dt>
 <dd><p>A single character for the matrix of 2D embedding.
 Should exist in <code>reducedDims</code> slot. Default <code>"UMAP"</code>.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A single character for the feature expression matrix. Should
 exist in <code>assayNames(inSCE)</code>. Default <code>"logcounts"</code>.</p></dd>
 
 
-<dt>by</dt>
+<dt id="arg-by">by<a class="anchor" aria-label="anchor" href="#arg-by"></a></dt>
 <dd><p>Where should <code>features</code> be found? <code>NULL</code>,
 <code>"rownames"</code> for <code>rownames(inSCE)</code>, otherwise will be regarded as
 <code>rowData</code> variable.</p></dd>
 
 
-<dt>useCluster</dt>
+<dt id="arg-usecluster">useCluster<a class="anchor" aria-label="anchor" href="#arg-usecluster"></a></dt>
 <dd><p>Choose specific clusters where gene expression needs to be
 visualized. By default <code>NULL</code>, all clusters are chosen.</p></dd>
 
 
-<dt>featureDisplay</dt>
+<dt id="arg-featuredisplay">featureDisplay<a class="anchor" aria-label="anchor" href="#arg-featuredisplay"></a></dt>
 <dd><p>Specify the feature ID type to display. Users can set
 default value with <code><a href="setSCTKDisplayRow.html">setSCTKDisplayRow</a></code>. <code>NULL</code> or
 <code>"rownames"</code> specifies the rownames of <code>inSCE</code>. Other character
 values indicates <code>rowData</code> variable.</p></dd>
 
 
-<dt>combinePlot</dt>
+<dt id="arg-combineplot">combinePlot<a class="anchor" aria-label="anchor" href="#arg-combineplot"></a></dt>
 <dd><p>Must be either <code>"all"</code> or <code>"none"</code>. <code>"all"</code>
 will combine plots of each feature into a single <code>.ggplot</code> object,
 while <code>"none"</code> will output a list of plots. Default <code>"all"</code>.</p></dd>
@@ -271,9 +273,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>.ggplot</code> object of cell scatter plot, colored by the
+    <p>A <code>.ggplot</code> object of cell scatter plot, colored by the
 expression of a gene of interest, with the layer of trajectory.</p>
     </div>
     <div id="author">
@@ -286,11 +286,11 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"mouseBrainSubsetSCE"</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">mouseBrainSubsetSCE</span> <span class="op">&lt;-</span> <span class="fu"><a href="runTSCAN.html">runTSCAN</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                                useReducedDim <span class="op">=</span> <span class="st">"PCA_logcounts"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:22 2024 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:23 2024 ...   Identified 2 clusters</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:23 2024 ... Running TSCAN to estimate pseudotime</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:23 2024 ...   Clusters involved in path index 2 are: 1, 2</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:23 2024 ...   Number of estimated paths is 1</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:54 2025 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:55 2025 ...   Identified 2 clusters</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:55 2025 ... Running TSCAN to estimate pseudotime</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:55 2025 ...   Clusters involved in path index 2 are: 1, 2</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:55 2025 ...   Number of estimated paths is 1</span>
 <span class="r-in"><span><span class="fu">plotTSCANDimReduceFeatures</span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                           features <span class="op">=</span> <span class="st">"Tshz1"</span>,</span></span>
 <span class="r-in"><span>                           useReducedDim <span class="op">=</span> <span class="st">"TSNE_logcounts"</span><span class="op">)</span></span></span>
@@ -309,15 +309,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotTSCANPseudotimeGenes.html b/docs/reference/plotTSCANPseudotimeGenes.html
index 27c1ee1e6..42326a685 100644
--- a/docs/reference/plotTSCANPseudotimeGenes.html
+++ b/docs/reference/plotTSCANPseudotimeGenes.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot expression changes of top features along a TSCAN pseudotime path — plotTSCANPseudotimeGenes • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot expression changes of top features along a TSCAN pseudotime path — plotTSCANPseudotimeGenes"><meta property="og:description" content="A wrapper function which visualizes outputs from the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot expression changes of top features along a TSCAN pseudotime path — plotTSCANPseudotimeGenes • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot expression changes of top features along a TSCAN pseudotime path — plotTSCANPseudotimeGenes"><meta property="og:description" content="A wrapper function which visualizes outputs from the
 runTSCANDEG function. Plots the genes that increase or decrease
 in expression with increasing pseudotime along the path in the MST.
 runTSCANDEG has to be run in advance with using the same
@@ -7,7 +7,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -21,7 +21,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -29,7 +29,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -38,7 +38,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -63,7 +63,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -184,20 +184,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -228,35 +228,37 @@ <h1>Plot expression changes of top features along a TSCAN pseudotime path</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>pathIndex</dt>
+<dt id="arg-pathindex">pathIndex<a class="anchor" aria-label="anchor" href="#arg-pathindex"></a></dt>
 <dd><p>Path index for which the pseudotime values should be used.
 Should have being used in <code><a href="runTSCANDEG.html">runTSCANDEG</a></code>.</p></dd>
 
 
-<dt>direction</dt>
+<dt id="arg-direction">direction<a class="anchor" aria-label="anchor" href="#arg-direction"></a></dt>
 <dd><p>Should we show features with expression increasing or
 decreeasing along the increase in TSCAN pseudotime? Choices are
 <code>"increasing"</code> or <code>"decreasing"</code>.</p></dd>
 
 
-<dt>topN</dt>
+<dt id="arg-topn">topN<a class="anchor" aria-label="anchor" href="#arg-topn"></a></dt>
 <dd><p>An integer. Only to plot this number of top genes that are
 increasing/decreasing in expression with increasing pseudotime along
 the path in the MST. Default 10</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A single character to specify a feature expression matrix in
 <code>assays</code> slot. The expression of top features from here will be
 visualized. Default <code>NULL</code> use the one used for
 <code><a href="runTSCANDEG.html">runTSCANDEG</a></code>.</p></dd>
 
 
-<dt>featureDisplay</dt>
+<dt id="arg-featuredisplay">featureDisplay<a class="anchor" aria-label="anchor" href="#arg-featuredisplay"></a></dt>
 <dd><p>Specify the feature ID type to display. Users can set
 default value with <code><a href="setSCTKDisplayRow.html">setSCTKDisplayRow</a></code>. <code>NULL</code> or
 <code>"rownames"</code> specifies the rownames of <code>inSCE</code>. Other character
@@ -265,9 +267,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>.ggplot</code> object with the facets of the top genes. Expression
+    <p>A <code>.ggplot</code> object with the facets of the top genes. Expression
 on y-axis, pseudotime on x-axis.</p>
     </div>
     <div id="author">
@@ -280,11 +280,11 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"mouseBrainSubsetSCE"</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">mouseBrainSubsetSCE</span> <span class="op">&lt;-</span> <span class="fu"><a href="runTSCAN.html">runTSCAN</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                                useReducedDim <span class="op">=</span> <span class="st">"PCA_logcounts"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:24 2024 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:25 2024 ...   Identified 2 clusters</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:25 2024 ... Running TSCAN to estimate pseudotime</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:25 2024 ...   Clusters involved in path index 2 are: 1, 2</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:25 2024 ...   Number of estimated paths is 1</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:56 2025 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:56 2025 ...   Identified 2 clusters</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:56 2025 ... Running TSCAN to estimate pseudotime</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:57 2025 ...   Clusters involved in path index 2 are: 1, 2</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:57 2025 ...   Number of estimated paths is 1</span>
 <span class="r-in"><span><span class="va">terminalNodes</span> <span class="op">&lt;-</span> <span class="fu"><a href="getTSCANResults.html">listTSCANTerminalNodes</a></span><span class="op">(</span><span class="va">mouseBrainSubsetSCE</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">mouseBrainSubsetSCE</span> <span class="op">&lt;-</span> <span class="fu"><a href="runTSCANDEG.html">runTSCANDEG</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                                   pathIndex <span class="op">=</span> <span class="va">terminalNodes</span><span class="op">[</span><span class="fl">1</span><span class="op">]</span><span class="op">)</span></span></span>
@@ -306,15 +306,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotTSCANPseudotimeHeatmap.html b/docs/reference/plotTSCANPseudotimeHeatmap.html
index c30768e90..9c8e61171 100644
--- a/docs/reference/plotTSCANPseudotimeHeatmap.html
+++ b/docs/reference/plotTSCANPseudotimeHeatmap.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot heatmap of genes with expression change along TSCAN pseudotime — plotTSCANPseudotimeHeatmap • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot heatmap of genes with expression change along TSCAN pseudotime — plotTSCANPseudotimeHeatmap"><meta property="og:description" content="A wrapper function which visualizes outputs from the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot heatmap of genes with expression change along TSCAN pseudotime — plotTSCANPseudotimeHeatmap • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot heatmap of genes with expression change along TSCAN pseudotime — plotTSCANPseudotimeHeatmap"><meta property="og:description" content="A wrapper function which visualizes outputs from the
 runTSCANDEG function. Plots the top genes that change in
 expression with increasing pseudotime along the path in the MST.
 runTSCANDEG has to be run in advance with using the same
@@ -7,7 +7,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -21,7 +21,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -29,7 +29,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -38,7 +38,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -63,7 +63,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -184,20 +184,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -229,40 +229,42 @@ <h1>Plot heatmap of genes with expression change along TSCAN pseudotime</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>pathIndex</dt>
+<dt id="arg-pathindex">pathIndex<a class="anchor" aria-label="anchor" href="#arg-pathindex"></a></dt>
 <dd><p>Path index for which the pseudotime values should be used.
 Should have being used in <code><a href="runTSCANDEG.html">runTSCANDEG</a></code>.</p></dd>
 
 
-<dt>direction</dt>
+<dt id="arg-direction">direction<a class="anchor" aria-label="anchor" href="#arg-direction"></a></dt>
 <dd><p>Should we show features with expression increasing or
 decreeasing along the increase in TSCAN pseudotime? Choices are
 <code>"both"</code>, <code>"increasing"</code> or <code>"decreasing"</code>.</p></dd>
 
 
-<dt>topN</dt>
+<dt id="arg-topn">topN<a class="anchor" aria-label="anchor" href="#arg-topn"></a></dt>
 <dd><p>An integer. Only to plot this number of top genes along the path
 in the MST, in terms of FDR value. Use <code>NULL</code> to cancel the top N
 subscription. Default <code>30</code>.</p></dd>
 
 
-<dt>log2fcThreshold</dt>
+<dt id="arg-log-fcthreshold">log2fcThreshold<a class="anchor" aria-label="anchor" href="#arg-log-fcthreshold"></a></dt>
 <dd><p>Only output DEGs with the absolute values of log2FC
 larger than this value. Default <code>NULL</code>.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A single character to specify a feature expression matrix in
 <code>assays</code> slot. The expression of top features from here will be
 visualized. Default <code>NULL</code> use the one used for
 <code><a href="runTSCANDEG.html">runTSCANDEG</a></code>.</p></dd>
 
 
-<dt>featureDisplay</dt>
+<dt id="arg-featuredisplay">featureDisplay<a class="anchor" aria-label="anchor" href="#arg-featuredisplay"></a></dt>
 <dd><p>Whether to display feature ID and what ID type to
 display. Users can set default ID type by <code><a href="setSCTKDisplayRow.html">setSCTKDisplayRow</a></code>.
 <code>NULL</code> will display when number of features to display is less than 60.
@@ -272,9 +274,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A ComplexHeatmap in <code>.ggplot</code> class</p>
+    <p>A ComplexHeatmap in <code>.ggplot</code> class</p>
     </div>
     <div id="author">
     <h2>Author</h2>
@@ -286,11 +286,11 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"mouseBrainSubsetSCE"</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">mouseBrainSubsetSCE</span> <span class="op">&lt;-</span> <span class="fu"><a href="runTSCAN.html">runTSCAN</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                                useReducedDim <span class="op">=</span> <span class="st">"PCA_logcounts"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:26 2024 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:27 2024 ...   Identified 2 clusters</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:27 2024 ... Running TSCAN to estimate pseudotime</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:28 2024 ...   Clusters involved in path index 2 are: 1, 2</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:28 2024 ...   Number of estimated paths is 1</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:58 2025 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:58 2025 ...   Identified 2 clusters</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:58 2025 ... Running TSCAN to estimate pseudotime</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:59 2025 ...   Clusters involved in path index 2 are: 1, 2</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:30:59 2025 ...   Number of estimated paths is 1</span>
 <span class="r-in"><span><span class="va">terminalNodes</span> <span class="op">&lt;-</span> <span class="fu"><a href="getTSCANResults.html">listTSCANTerminalNodes</a></span><span class="op">(</span><span class="va">mouseBrainSubsetSCE</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">mouseBrainSubsetSCE</span> <span class="op">&lt;-</span> <span class="fu"><a href="runTSCANDEG.html">runTSCANDEG</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                                   pathIndex <span class="op">=</span> <span class="va">terminalNodes</span><span class="op">[</span><span class="fl">1</span><span class="op">]</span><span class="op">)</span></span></span>
@@ -311,15 +311,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotTSCANResults-1.png b/docs/reference/plotTSCANResults-1.png
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diff --git a/docs/reference/plotTSCANResults.html b/docs/reference/plotTSCANResults.html
index 31c907a7c..30a6fa0b8 100644
--- a/docs/reference/plotTSCANResults.html
+++ b/docs/reference/plotTSCANResults.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot MST pseudotime values on cell 2D embedding — plotTSCANResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot MST pseudotime values on cell 2D embedding — plotTSCANResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot MST pseudotime values on cell 2D embedding — plotTSCANResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot MST pseudotime values on cell 2D embedding — plotTSCANResults"><meta property="og:description" content="A wrapper function which visualizes outputs from the
 runTSCAN function. Plots the pseudotime ordering of the cells
 and project them onto the MST."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -217,20 +217,20 @@ <h1>Plot MST pseudotime values on cell 2D embedding</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>useReducedDim</dt>
+<dt id="arg-usereduceddim">useReducedDim<a class="anchor" aria-label="anchor" href="#arg-usereduceddim"></a></dt>
 <dd><p>Saved dimension reduction name in <code>inSCE</code> object.
 Required.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>.ggplot</code> object with the pseudotime ordering of the cells
+    <p>A <code>.ggplot</code> object with the pseudotime ordering of the cells
 colored on a cell 2D embedding, and the MST path drawn on it.</p>
     </div>
     <div id="author">
@@ -243,11 +243,11 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"mouseBrainSubsetSCE"</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">mouseBrainSubsetSCE</span> <span class="op">&lt;-</span> <span class="fu"><a href="runTSCAN.html">runTSCAN</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                                useReducedDim <span class="op">=</span> <span class="st">"PCA_logcounts"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:29 2024 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:30 2024 ...   Identified 2 clusters</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:30 2024 ... Running TSCAN to estimate pseudotime</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:30 2024 ...   Clusters involved in path index 2 are: 1, 2</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:30 2024 ...   Number of estimated paths is 1</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:00 2025 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:00 2025 ...   Identified 2 clusters</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:00 2025 ... Running TSCAN to estimate pseudotime</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:01 2025 ...   Clusters involved in path index 2 are: 1, 2</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:01 2025 ...   Number of estimated paths is 1</span>
 <span class="r-in"><span><span class="fu">plotTSCANResults</span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                 useReducedDim <span class="op">=</span> <span class="st">"TSNE_logcounts"</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Scale for <span style="color: #00BB00;">colour</span> is already present.</span>
@@ -267,15 +267,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/plotTSNE-1.png b/docs/reference/plotTSNE-1.png
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diff --git a/docs/reference/plotTSNE.html b/docs/reference/plotTSNE.html
index 6845786d4..a5ea49548 100644
--- a/docs/reference/plotTSNE.html
+++ b/docs/reference/plotTSNE.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot t-SNE plot on dimensionality reduction data run from t-SNE method. — plotTSNE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot t-SNE plot on dimensionality reduction data run from t-SNE method. — plotTSNE"><meta property="og:description" content="Plot t-SNE plot on dimensionality reduction data run from t-SNE method."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot t-SNE plot on dimensionality reduction data run from t-SNE method. — plotTSNE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot t-SNE plot on dimensionality reduction data run from t-SNE method. — plotTSNE"><meta property="og:description" content="Plot t-SNE plot on dimensionality reduction data run from t-SNE method."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
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+
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 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
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 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -220,38 +220,38 @@ <h1>Plot t-SNE plot on dimensionality reduction data run from t-SNE method.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>colorBy</dt>
+<dt id="arg-colorby">colorBy<a class="anchor" aria-label="anchor" href="#arg-colorby"></a></dt>
 <dd><p>color by condition.</p></dd>
 
 
-<dt>shape</dt>
+<dt id="arg-shape">shape<a class="anchor" aria-label="anchor" href="#arg-shape"></a></dt>
 <dd><p>add shape to each distinct label.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>a name to store the results of the dimension reduction
 coordinates obtained from this method. This is stored in the SingleCellExperiment
 object in the reducedDims slot. Required.</p></dd>
 
 
-<dt>runTSNE</dt>
+<dt id="arg-runtsne">runTSNE<a class="anchor" aria-label="anchor" href="#arg-runtsne"></a></dt>
 <dd><p>Run t-SNE if the reducedDimName does not exist. the Default is
 FALSE.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Indicate which assay to use. The default is "logcounts".</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A t-SNE plot</p>
+    <p>A t-SNE plot</p>
     </div>
 
     <div id="ref-examples">
@@ -274,15 +274,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotTopHVG.html b/docs/reference/plotTopHVG.html
index 0a9a29e61..b6731cac4 100644
--- a/docs/reference/plotTopHVG.html
+++ b/docs/reference/plotTopHVG.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot highly variable genes — plotTopHVG • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot highly variable genes — plotTopHVG"><meta property="og:description" content="Plot highly variable genes"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot highly variable genes — plotTopHVG • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot highly variable genes — plotTopHVG"><meta property="og:description" content="Plot highly variable genes"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
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+
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 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -223,58 +223,58 @@ <h1>Plot highly variable genes</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object containing the
 computations.</p></dd>
 
 
-<dt>method</dt>
+<dt id="arg-method">method<a class="anchor" aria-label="anchor" href="#arg-method"></a></dt>
 <dd><p>Select either <code>"vst"</code>, <code>"mean.var.plot"</code>,
 <code>"dispersion"</code> or <code>"modelGeneVar"</code>.</p></dd>
 
 
-<dt>hvgNumber</dt>
+<dt id="arg-hvgnumber">hvgNumber<a class="anchor" aria-label="anchor" href="#arg-hvgnumber"></a></dt>
 <dd><p>Specify the number of top genes to highlight in red. Default
 <code>2000</code>. See details.</p></dd>
 
 
-<dt>useFeatureSubset</dt>
+<dt id="arg-usefeaturesubset">useFeatureSubset<a class="anchor" aria-label="anchor" href="#arg-usefeaturesubset"></a></dt>
 <dd><p>A character string for the <code>rowData</code> variable
 name to store a logical index of selected features. Default <code>NULL</code>. See
 details.</p></dd>
 
 
-<dt>labelsCount</dt>
+<dt id="arg-labelscount">labelsCount<a class="anchor" aria-label="anchor" href="#arg-labelscount"></a></dt>
 <dd><p>Specify the number of data points/genes to label. Should
 be less than <code>hvgNumber</code>. Default <code>10</code>. See details.</p></dd>
 
 
-<dt>featureDisplay</dt>
+<dt id="arg-featuredisplay">featureDisplay<a class="anchor" aria-label="anchor" href="#arg-featuredisplay"></a></dt>
 <dd><p>A character string for the <code>rowData</code> variable name
 to indicate what type of feature ID should be displayed. If set by
 <code><a href="setSCTKDisplayRow.html">setSCTKDisplayRow</a></code>, will by default use it. If <code>NULL</code>, will
 use <code>rownames(inSCE)</code>.</p></dd>
 
 
-<dt>labelSize</dt>
-<dd><p>Numeric, size of the text label on top HVGs. Default 
+<dt id="arg-labelsize">labelSize<a class="anchor" aria-label="anchor" href="#arg-labelsize"></a></dt>
+<dd><p>Numeric, size of the text label on top HVGs. Default
 <code>2</code>.</p></dd>
 
 
-<dt>dotSize</dt>
+<dt id="arg-dotsize">dotSize<a class="anchor" aria-label="anchor" href="#arg-dotsize"></a></dt>
 <dd><p>Numeric, size of the dots of the features. Default <code>2</code>.</p></dd>
 
 
-<dt>textSize</dt>
+<dt id="arg-textsize">textSize<a class="anchor" aria-label="anchor" href="#arg-textsize"></a></dt>
 <dd><p>Numeric, size of the text of axis title, axis label, etc.
 Default <code>12</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>ggplot of HVG metrics and top HVG labels</p>
+    <p>ggplot of HVG metrics and top HVG labels</p>
     </div>
     <div id="details">
     <h2>Details</h2>
@@ -312,15 +312,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/plotUMAP.html b/docs/reference/plotUMAP.html
index 8cdc8b8ab..50d3e9220 100644
--- a/docs/reference/plotUMAP.html
+++ b/docs/reference/plotUMAP.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot UMAP results either on already run results or run first and then plot. — plotUMAP • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot UMAP results either on already run results or run first and then plot. — plotUMAP"><meta property="og:description" content="Plot UMAP results either on already run results or run first and then plot."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Plot UMAP results either on already run results or run first and then plot. — plotUMAP • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot UMAP results either on already run results or run first and then plot. — plotUMAP"><meta property="og:description" content="Plot UMAP results either on already run results or run first and then plot."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -220,38 +220,38 @@ <h1>Plot UMAP results either on already run results or run first and then plot.<
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components. Required</p></dd>
 
 
-<dt>colorBy</dt>
+<dt id="arg-colorby">colorBy<a class="anchor" aria-label="anchor" href="#arg-colorby"></a></dt>
 <dd><p>color by a condition(any column of the annotation data).</p></dd>
 
 
-<dt>shape</dt>
+<dt id="arg-shape">shape<a class="anchor" aria-label="anchor" href="#arg-shape"></a></dt>
 <dd><p>add shapes to each condition.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>saved dimension reduction name in the
 SingleCellExperiment object. Required.</p></dd>
 
 
-<dt>runUMAP</dt>
+<dt id="arg-runumap">runUMAP<a class="anchor" aria-label="anchor" href="#arg-runumap"></a></dt>
 <dd><p>If the dimension reduction components are already available
 set this to FALSE, otherwise set to TRUE. Default is False.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Indicate which assay to use. The default is "logcounts"</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>a UMAP plot of the reduced dimensions.</p>
+    <p>a UMAP plot of the reduced dimensions.</p>
     </div>
 
     <div id="ref-examples">
@@ -259,7 +259,7 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runUMAP.html">runQuickUMAP</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:33 2024 ... Computing Scater UMAP for sample 'pbmc_4k'.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:03 2025 ... Computing Scater UMAP for sample 'pbmc_4k'.</span>
 <span class="r-in"><span><span class="fu">plotUMAP</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="plotUMAP-1.png" alt="" width="700" height="433"></span>
 </code></pre></div>
@@ -276,15 +276,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/qcInputProcess.html b/docs/reference/qcInputProcess.html
index 7d1d18f4d..8a5bbbf34 100644
--- a/docs/reference/qcInputProcess.html
+++ b/docs/reference/qcInputProcess.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
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+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Create SingleCellExperiment object from command line input arguments — qcInputProcess • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create SingleCellExperiment object from command line input arguments — qcInputProcess"><meta property="og:description" content="Create SingleCellExperiment object from command line input arguments"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
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 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
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-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -224,51 +224,51 @@ <h1>Create SingleCellExperiment object from command line input arguments</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>preproc</dt>
-<dd><p>Method used to preprocess the data. It's one of the path provided in --preproc argument.</p></dd>
 
 
-<dt>samplename</dt>
-<dd><p>The sample name of the data. It's one of the path provided in --sample argument.</p></dd>
+<dl><dt id="arg-preproc">preproc<a class="anchor" aria-label="anchor" href="#arg-preproc"></a></dt>
+<dd><p>Method used to preprocess the data. It's one of the path provided in –preproc argument.</p></dd>
+
+
+<dt id="arg-samplename">samplename<a class="anchor" aria-label="anchor" href="#arg-samplename"></a></dt>
+<dd><p>The sample name of the data. It's one of the path provided in –sample argument.</p></dd>
 
 
-<dt>path</dt>
-<dd><p>Base path of the dataset. It's one of the path provided in --bash_path argument.</p></dd>
+<dt id="arg-path">path<a class="anchor" aria-label="anchor" href="#arg-path"></a></dt>
+<dd><p>Base path of the dataset. It's one of the path provided in –bash_path argument.</p></dd>
 
 
-<dt>raw</dt>
-<dd><p>The directory contains droplet matrix, gene and cell barcodes information. It's one of the path provided in --raw_data_path argument.</p></dd>
+<dt id="arg-raw">raw<a class="anchor" aria-label="anchor" href="#arg-raw"></a></dt>
+<dd><p>The directory contains droplet matrix, gene and cell barcodes information. It's one of the path provided in –raw_data_path argument.</p></dd>
 
 
-<dt>fil</dt>
-<dd><p>The directory contains cell matrix, gene and cell barcodes information. It's one of the path provided in --cell_data_path argument.</p></dd>
+<dt id="arg-fil">fil<a class="anchor" aria-label="anchor" href="#arg-fil"></a></dt>
+<dd><p>The directory contains cell matrix, gene and cell barcodes information. It's one of the path provided in –cell_data_path argument.</p></dd>
 
 
-<dt>ref</dt>
+<dt id="arg-ref">ref<a class="anchor" aria-label="anchor" href="#arg-ref"></a></dt>
 <dd><p>The name of reference used by cellranger. Only need for CellrangerV2 data.</p></dd>
 
 
-<dt>rawFile</dt>
-<dd><p>The full path of the RDS file or Matrix file of the raw gene count matrix. It's one of the path provided in --raw_data argument.</p></dd>
+<dt id="arg-rawfile">rawFile<a class="anchor" aria-label="anchor" href="#arg-rawfile"></a></dt>
+<dd><p>The full path of the RDS file or Matrix file of the raw gene count matrix. It's one of the path provided in –raw_data argument.</p></dd>
 
 
-<dt>filFile</dt>
-<dd><p>The full path of the RDS file or Matrix file of the cell count matrix. It's one of the path provided in --cell_data argument.</p></dd>
+<dt id="arg-filfile">filFile<a class="anchor" aria-label="anchor" href="#arg-filfile"></a></dt>
+<dd><p>The full path of the RDS file or Matrix file of the cell count matrix. It's one of the path provided in –cell_data argument.</p></dd>
 
 
-<dt>flatFiles</dt>
+<dt id="arg-flatfiles">flatFiles<a class="anchor" aria-label="anchor" href="#arg-flatfiles"></a></dt>
 <dd><p>The full paths of the matrix, barcode, and features (in that order) files used to construct an SCE object.</p></dd>
 
 
-<dt>dataType</dt>
-<dd><p>Type of the input. It can be "Both", "Droplet" or "Cell". It's one of the path provided in --genome argument.</p></dd>
+<dt id="arg-datatype">dataType<a class="anchor" aria-label="anchor" href="#arg-datatype"></a></dt>
+<dd><p>Type of the input. It can be "Both", "Droplet" or "Cell". It's one of the path provided in –genome argument.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A list of <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object containing
+    <p>A list of <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object containing
 the droplet or cell data or both,depending on the dataType that users provided.</p>
     </div>
 
@@ -284,15 +284,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/readSingleCellMatrix.html b/docs/reference/readSingleCellMatrix.html
index 3fe4010f7..869b6e83d 100644
--- a/docs/reference/readSingleCellMatrix.html
+++ b/docs/reference/readSingleCellMatrix.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Read single cell expression matrix — readSingleCellMatrix • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Read single cell expression matrix — readSingleCellMatrix"><meta property="og:description" content="Automatically detact the format of the input file and read
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Read single cell expression matrix — readSingleCellMatrix • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Read single cell expression matrix — readSingleCellMatrix"><meta property="og:description" content="Automatically detact the format of the input file and read
  the file."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
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 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -221,31 +221,33 @@ <h1>Read single cell expression matrix</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>file</dt>
+
+
+<dl><dt id="arg-file">file<a class="anchor" aria-label="anchor" href="#arg-file"></a></dt>
 <dd><p>Path to input file. Supported file endings include .mtx, .txt,
 .csv, .tab, .tsv, .npz, and their corresponding <code>gzip</code>,
 <code>bzip2</code>, or <code>xz</code> compressed extensions (<code>*.gz</code>,
 <code>*.bz2</code>, or <code>*.xz</code>).</p></dd>
 
 
-<dt>class</dt>
+<dt id="arg-class">class<a class="anchor" aria-label="anchor" href="#arg-class"></a></dt>
 <dd><p>Character. Class of matrix. One of "Matrix" or "matrix". Specifying "Matrix"
 will convert to a sparse format which should be used
 for datasets with large numbers of cells.  Default "Matrix".</p></dd>
 
 
-<dt>delayedArray</dt>
+<dt id="arg-delayedarray">delayedArray<a class="anchor" aria-label="anchor" href="#arg-delayedarray"></a></dt>
 <dd><p>Boolean. Whether to read the expression matrix as
 DelayedArray object or not. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>colIndexLocation</dt>
+<dt id="arg-colindexlocation">colIndexLocation<a class="anchor" aria-label="anchor" href="#arg-colindexlocation"></a></dt>
 <dd><p>Character. For Optimus output, the path to the
 barcode index .npy file. Used only if <code>file</code> has .npz extension.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>rowIndexLocation</dt>
+<dt id="arg-rowindexlocation">rowIndexLocation<a class="anchor" aria-label="anchor" href="#arg-rowindexlocation"></a></dt>
 <dd><p>Character. For Optimus output, The path to the
 feature (gene) index .npy file. Used only if <code>file</code> has .npz extension.
 Default <code>NULL</code>.</p></dd>
@@ -253,9 +255,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A DelayedArray object or matrix.</p>
+    <p>A DelayedArray object or matrix.</p>
     </div>
 
     <div id="ref-examples">
@@ -276,15 +276,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/reportCellQC.html b/docs/reference/reportCellQC.html
index 0ad4b0088..ba9233acc 100644
--- a/docs/reference/reportCellQC.html
+++ b/docs/reference/reportCellQC.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get runCellQC .html report — reportCellQC • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get runCellQC .html report — reportCellQC"><meta property="og:description" content="A  function to generate .html Rmarkdown report containing the visualizations of the runCellQC function output"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get runCellQC .html report — reportCellQC • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get runCellQC .html report — reportCellQC"><meta property="og:description" content="A  function to generate .html Rmarkdown report containing the visualizations of the runCellQC function output"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -220,47 +220,47 @@ <h1>Get runCellQC .html report</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object containing
 the filtered count matrix with the output from runCellQC function</p></dd>
 
 
-<dt>output_file</dt>
+<dt id="arg-output-file">output_file<a class="anchor" aria-label="anchor" href="#arg-output-file"></a></dt>
 <dd><p>Character. The name of the generated file. If NULL/default then the output file name will be based on the name of the Rmarkdown template.</p></dd>
 
 
-<dt>output_dir</dt>
+<dt id="arg-output-dir">output_dir<a class="anchor" aria-label="anchor" href="#arg-output-dir"></a></dt>
 <dd><p>Character. The name of the output directory to save the rendered file. If NULL/default the file is stored to the current working directory</p></dd>
 
 
-<dt>subTitle</dt>
+<dt id="arg-subtitle">subTitle<a class="anchor" aria-label="anchor" href="#arg-subtitle"></a></dt>
 <dd><p>subtitle of the QC HTML report. Default is NULL.</p></dd>
 
 
-<dt>studyDesign</dt>
+<dt id="arg-studydesign">studyDesign<a class="anchor" aria-label="anchor" href="#arg-studydesign"></a></dt>
 <dd><p>Character. The description of the data set and experiment design. It would be shown at the top of QC HTML report. Default is NULL.</p></dd>
 
 
-<dt>useReducedDim</dt>
+<dt id="arg-usereduceddim">useReducedDim<a class="anchor" aria-label="anchor" href="#arg-usereduceddim"></a></dt>
 <dd><p>Character. The name of the saved dimension reduction slot including cells
 from all samples in thenSingleCellExperiment object, Default is NULL</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>.html file</p>
+    <p>.html file</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runCellQC.html">runCellQC</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">reportCellQC</span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -275,15 +275,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/reportClusterAbundance.html b/docs/reference/reportClusterAbundance.html
index 69e61f0b8..d792f7613 100644
--- a/docs/reference/reportClusterAbundance.html
+++ b/docs/reference/reportClusterAbundance.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get plotClusterAbundance .html report — reportClusterAbundance • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get plotClusterAbundance .html report — reportClusterAbundance"><meta property="og:description" content="A function to generate .html Rmarkdown report containing the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get plotClusterAbundance .html report — reportClusterAbundance • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get plotClusterAbundance .html report — reportClusterAbundance"><meta property="og:description" content="A function to generate .html Rmarkdown report containing the
 visualizations of the plotClusterAbundance function output"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -223,48 +223,48 @@ <h1>Get plotClusterAbundance .html report</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code>
 object.</p></dd>
 
 
-<dt>cluster</dt>
+<dt id="arg-cluster">cluster<a class="anchor" aria-label="anchor" href="#arg-cluster"></a></dt>
 <dd><p>A single <code>character</code>, specifying the name to store the
 cluster label in <code>colData</code>.</p></dd>
 
 
-<dt>variable</dt>
+<dt id="arg-variable">variable<a class="anchor" aria-label="anchor" href="#arg-variable"></a></dt>
 <dd><p>A single <code>character</code>, specifying the name to store the
 phenotype labels in <code>colData</code>.</p></dd>
 
 
-<dt>output_dir</dt>
+<dt id="arg-output-dir">output_dir<a class="anchor" aria-label="anchor" href="#arg-output-dir"></a></dt>
 <dd><p>name of the output directory to save the rendered file. If
 <code>NULL</code> the file is stored to the current working directory.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>output_file</dt>
+<dt id="arg-output-file">output_file<a class="anchor" aria-label="anchor" href="#arg-output-file"></a></dt>
 <dd><p>name of the generated file. If <code>NULL</code> then the output
 file name will be based on the name of the Rmarkdown template. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>pdf</dt>
+<dt id="arg-pdf">pdf<a class="anchor" aria-label="anchor" href="#arg-pdf"></a></dt>
 <dd><p>A <code>logical</code> value indicating if a pdf should also be
 generated for each figure in the report. Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>showSession</dt>
+<dt id="arg-showsession">showSession<a class="anchor" aria-label="anchor" href="#arg-showsession"></a></dt>
 <dd><p>A <code>logical</code> value indicating if session information
 should be displayed or not. Default is <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>An HTML file of the report will be generated at the path specified
+    <p>An HTML file of the report will be generated at the path specified
 in the arguments.</p>
     </div>
 
@@ -280,15 +280,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/reportDiffAbundanceFET.html b/docs/reference/reportDiffAbundanceFET.html
index 2bc5e9c76..42c858907 100644
--- a/docs/reference/reportDiffAbundanceFET.html
+++ b/docs/reference/reportDiffAbundanceFET.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get diffAbundanceFET .html report — reportDiffAbundanceFET • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get diffAbundanceFET .html report — reportDiffAbundanceFET"><meta property="og:description" content="A function to generate .html Rmarkdown report containing the visualizations of the diffAbundanceFET function output"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get diffAbundanceFET .html report — reportDiffAbundanceFET • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get diffAbundanceFET .html report — reportDiffAbundanceFET"><meta property="og:description" content="A function to generate .html Rmarkdown report containing the visualizations of the diffAbundanceFET function output"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -224,63 +224,63 @@ <h1>Get diffAbundanceFET .html report</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code>
 object.</p></dd>
 
 
-<dt>cluster</dt>
+<dt id="arg-cluster">cluster<a class="anchor" aria-label="anchor" href="#arg-cluster"></a></dt>
 <dd><p>A single <code>character</code>, specifying the name to store the
 cluster label in <code>colData</code>.</p></dd>
 
 
-<dt>variable</dt>
+<dt id="arg-variable">variable<a class="anchor" aria-label="anchor" href="#arg-variable"></a></dt>
 <dd><p>A single <code>character</code>, specifying the name to store the
 phenotype labels in <code>colData</code>.</p></dd>
 
 
-<dt>control</dt>
+<dt id="arg-control">control<a class="anchor" aria-label="anchor" href="#arg-control"></a></dt>
 <dd><p><code>character</code>. Specifying one or more categories that can
 be found in the vector specified by <code>variable</code>.</p></dd>
 
 
-<dt>case</dt>
+<dt id="arg-case">case<a class="anchor" aria-label="anchor" href="#arg-case"></a></dt>
 <dd><p><code>character</code>. Specifying one or more categories that can
 be found in the vector specified by <code>variable</code>.</p></dd>
 
 
-<dt>analysisName</dt>
+<dt id="arg-analysisname">analysisName<a class="anchor" aria-label="anchor" href="#arg-analysisname"></a></dt>
 <dd><p>A single <code>character</code>. Will be used for naming the
 result table, which will be saved in metadata slot.</p></dd>
 
 
-<dt>output_dir</dt>
+<dt id="arg-output-dir">output_dir<a class="anchor" aria-label="anchor" href="#arg-output-dir"></a></dt>
 <dd><p>name of the output directory to save the rendered file. If
 <code>NULL</code> the file is stored to the current working directory.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>output_file</dt>
+<dt id="arg-output-file">output_file<a class="anchor" aria-label="anchor" href="#arg-output-file"></a></dt>
 <dd><p>name of the generated file. If <code>NULL</code> then the output
 file name will be based on the name of the Rmarkdown template. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>pdf</dt>
+<dt id="arg-pdf">pdf<a class="anchor" aria-label="anchor" href="#arg-pdf"></a></dt>
 <dd><p>A <code>logical</code> value indicating if a pdf should also be
 generated for each figure in the report. Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>showSession</dt>
+<dt id="arg-showsession">showSession<a class="anchor" aria-label="anchor" href="#arg-showsession"></a></dt>
 <dd><p>A <code>logical</code> value indicating if session information
 should be displayed or not. Default is <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>An HTML file of the report will be generated at the path specified
+    <p>An HTML file of the report will be generated at the path specified
 in the arguments.</p>
     </div>
 
@@ -296,15 +296,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/reportDiffExp.html b/docs/reference/reportDiffExp.html
index 4a1600af5..704bf080c 100644
--- a/docs/reference/reportDiffExp.html
+++ b/docs/reference/reportDiffExp.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get runDEAnalysis .html report — reportDiffExp • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get runDEAnalysis .html report — reportDiffExp"><meta property="og:description" content="A  function to generate .html Rmarkdown report containing the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get runDEAnalysis .html report — reportDiffExp • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get runDEAnalysis .html report — reportDiffExp"><meta property="og:description" content="A  function to generate .html Rmarkdown report containing the
 visualizations of the runDEAnalysis function output"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -222,34 +222,36 @@ <h1>Get runDEAnalysis .html report</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code>
 object containing the output from <code><a href="runDEAnalysis.html">runDEAnalysis</a></code> function</p></dd>
 
 
-<dt>study</dt>
+<dt id="arg-study">study<a class="anchor" aria-label="anchor" href="#arg-study"></a></dt>
 <dd><p>The specific analysis to visualize, used as <code>analysisName</code>
 argument when running differential expression.</p></dd>
 
 
-<dt>useReducedDim</dt>
+<dt id="arg-usereduceddim">useReducedDim<a class="anchor" aria-label="anchor" href="#arg-usereduceddim"></a></dt>
 <dd><p>Specify an embedding for visualizing the relation ship
 between the conditions.</p></dd>
 
 
-<dt>featureDisplay</dt>
+<dt id="arg-featuredisplay">featureDisplay<a class="anchor" aria-label="anchor" href="#arg-featuredisplay"></a></dt>
 <dd><p>The feature ID type to use for displaying. Should
 exists as a variable name of <code>rowData</code>. Default <code>NULL</code> use rownames
 of <code>inSCE</code>.</p></dd>
 
 
-<dt>output_file</dt>
+<dt id="arg-output-file">output_file<a class="anchor" aria-label="anchor" href="#arg-output-file"></a></dt>
 <dd><p>name of the generated file. If <code>NULL</code> then the output
 file name will be based on the name of the Rmarkdown template. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>output_dir</dt>
+<dt id="arg-output-dir">output_dir<a class="anchor" aria-label="anchor" href="#arg-output-dir"></a></dt>
 <dd><p>name of the output directory to save the rendered file. If
 <code>NULL</code> the file is stored to the current working directory.
 Default <code>NULL</code>.</p></dd>
@@ -257,9 +259,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Saves the HTML report in the specified output directory.</p>
+    <p>Saves the HTML report in the specified output directory.</p>
     </div>
 
   </div>
@@ -274,15 +274,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/reportDropletQC.html b/docs/reference/reportDropletQC.html
index a17110c94..23f45680e 100644
--- a/docs/reference/reportDropletQC.html
+++ b/docs/reference/reportDropletQC.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get runDropletQC .html report — reportDropletQC • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get runDropletQC .html report — reportDropletQC"><meta property="og:description" content="A  function to generate .html Rmarkdown report containing the visualizations of the runDropletQC function output"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get runDropletQC .html report — reportDropletQC • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get runDropletQC .html report — reportDropletQC"><meta property="og:description" content="A  function to generate .html Rmarkdown report containing the visualizations of the runDropletQC function output"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -219,41 +219,41 @@ <h1>Get runDropletQC .html report</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object containing
 the full droplet count matrix with the output from runDropletQC function</p></dd>
 
 
-<dt>output_file</dt>
+<dt id="arg-output-file">output_file<a class="anchor" aria-label="anchor" href="#arg-output-file"></a></dt>
 <dd><p>name of the generated file. If NULL/default then the output file name will be based on the name of the Rmarkdown template</p></dd>
 
 
-<dt>output_dir</dt>
+<dt id="arg-output-dir">output_dir<a class="anchor" aria-label="anchor" href="#arg-output-dir"></a></dt>
 <dd><p>name of the output directory to save the rendered file. If NULL/default the file is stored to the current working directory</p></dd>
 
 
-<dt>subTitle</dt>
+<dt id="arg-subtitle">subTitle<a class="anchor" aria-label="anchor" href="#arg-subtitle"></a></dt>
 <dd><p>subtitle of the QC HTML report. Default is NULL.</p></dd>
 
 
-<dt>studyDesign</dt>
+<dt id="arg-studydesign">studyDesign<a class="anchor" aria-label="anchor" href="#arg-studydesign"></a></dt>
 <dd><p>description of the data set and experiment design. It would be shown at the top of QC HTML report. Default is NULL.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>.html file</p>
+    <p>.html file</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runDropletQC.html">runDropletQC</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">reportDropletQC</span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -268,15 +268,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/reportFindMarker.html b/docs/reference/reportFindMarker.html
index 34e01c198..02c38381e 100644
--- a/docs/reference/reportFindMarker.html
+++ b/docs/reference/reportFindMarker.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get runFindMarker .html report — reportFindMarker • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get runFindMarker .html report — reportFindMarker"><meta property="og:description" content="A  function to generate .html Rmarkdown report containing the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get runFindMarker .html report — reportFindMarker • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get runFindMarker .html report — reportFindMarker"><meta property="og:description" content="A  function to generate .html Rmarkdown report containing the
 visualizations of the runFindMarker function output"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -215,18 +215,20 @@ <h1>Get runFindMarker .html report</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code>
 object containing the output from <code><a href="runFindMarker.html">runFindMarker</a></code> function</p></dd>
 
 
-<dt>output_file</dt>
+<dt id="arg-output-file">output_file<a class="anchor" aria-label="anchor" href="#arg-output-file"></a></dt>
 <dd><p>name of the generated file. If <code>NULL</code> then the output
 file name will be based on the name of the Rmarkdown template. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>output_dir</dt>
+<dt id="arg-output-dir">output_dir<a class="anchor" aria-label="anchor" href="#arg-output-dir"></a></dt>
 <dd><p>name of the output directory to save the rendered file. If
 <code>NULL</code> the file is stored to the current working directory.
 Default <code>NULL</code>.</p></dd>
@@ -234,9 +236,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>An HTML file of the report will be generated at the path specified
+    <p>An HTML file of the report will be generated at the path specified
 in the arguments.</p>
     </div>
 
@@ -252,15 +252,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/reportQCTool.html b/docs/reference/reportQCTool.html
index 2f2dca86e..2ecff77b0 100644
--- a/docs/reference/reportQCTool.html
+++ b/docs/reference/reportQCTool.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get .html report of the output of the selected QC algorithm — reportQCTool • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get .html report of the output of the selected QC algorithm — reportQCTool"><meta property="og:description" content="A  function to generate .html Rmarkdown report for the specified QC algorithm output"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get .html report of the output of the selected QC algorithm — reportQCTool • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get .html report of the output of the selected QC algorithm — reportQCTool"><meta property="og:description" content="A  function to generate .html Rmarkdown report for the specified QC algorithm output"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -219,41 +219,41 @@ <h1>Get .html report of the output of the selected QC algorithm</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object containing
 the count matrix (full droplets or filtered matrix, depends on the selected QC algorithm) with the output from at least one of these functions:
 runQCMetrics, runScrublet, runScDblFinder, runCxds, runBcds, runCxdsBcdsHybrid, runDecontX, runBarcodeRankDrops, runEmptyDrops</p></dd>
 
 
-<dt>algorithm</dt>
+<dt id="arg-algorithm">algorithm<a class="anchor" aria-label="anchor" href="#arg-algorithm"></a></dt>
 <dd><p>Character. Specifies which QC algorithm report to generate.
 Available options are "BarcodeRankDrops", "EmptyDrops", "QCMetrics", "Scrublet", "ScDblFinder", "Cxds", "Bcds", "CxdsBcdsHybrid", "DoubletFinder", "DecontX" and "SoupX".</p></dd>
 
 
-<dt>output_file</dt>
+<dt id="arg-output-file">output_file<a class="anchor" aria-label="anchor" href="#arg-output-file"></a></dt>
 <dd><p>name of the generated file. If NULL/default then the output file name will be based on the name of the selected QC algorithm name .</p></dd>
 
 
-<dt>output_dir</dt>
+<dt id="arg-output-dir">output_dir<a class="anchor" aria-label="anchor" href="#arg-output-dir"></a></dt>
 <dd><p>name of the output directory to save the rendered file. If NULL/default the file is stored to the current working directory</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>.html file</p>
+    <p>.html file</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runDecontX.html">runDecontX</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runUMAP.html">runQuickUMAP</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">reportQCTool</span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span>, algorithm <span class="op">=</span> <span class="st">"DecontX"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -268,15 +268,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/reportSeurat.html b/docs/reference/reportSeurat.html
index 5155b5fcf..d39296459 100644
--- a/docs/reference/reportSeurat.html
+++ b/docs/reference/reportSeurat.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates an HTML report for the complete Seurat workflow and returns the
- SCE object with the results computed and stored inside the object. — reportSeurat • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates an HTML report for the complete Seurat workflow and returns the
- SCE object with the results computed and stored inside the object. — reportSeurat"><meta property="og:description" content="Generates an HTML report for the complete Seurat workflow and returns the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates an HTML report for the complete Seurat workflow and returns the SCE object with the results computed and stored inside the object. — reportSeurat • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates an HTML report for the complete Seurat workflow and returns the SCE object with the results computed and stored inside the object. — reportSeurat"><meta property="og:description" content="Generates an HTML report for the complete Seurat workflow and returns the
  SCE object with the results computed and stored inside the object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Generates an HTML report for the complete Seurat workflow and returns the
- SCE object with the results computed and stored inside the object.</h1>
+    <h1>Generates an HTML report for the complete Seurat workflow and returns the SCE object with the results computed and stored inside the object.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/htmlReports.R" class="external-link"><code>R/htmlReports.R</code></a></small>
     <div class="hidden name"><code>reportSeurat.Rd</code></div>
     </div>
@@ -247,150 +244,152 @@ <h1>Generates an HTML report for the complete Seurat workflow and returns the
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code>
 object.</p></dd>
 
 
-<dt>biological.group</dt>
+<dt id="arg-biological-group">biological.group<a class="anchor" aria-label="anchor" href="#arg-biological-group"></a></dt>
 <dd><p>A character value that specifies the name of the
 <code>colData()</code> column to use as the main biological group in the Seurat
 report for marker selection and grouping.</p></dd>
 
 
-<dt>phenotype.groups</dt>
+<dt id="arg-phenotype-groups">phenotype.groups<a class="anchor" aria-label="anchor" href="#arg-phenotype-groups"></a></dt>
 <dd><p>A character vector that specifies the names of the
 <code>colData()</code> columns to use for differential expression in addition to
 the <code>biological.group</code> parameter.</p></dd>
 
 
-<dt>selected.markers</dt>
+<dt id="arg-selected-markers">selected.markers<a class="anchor" aria-label="anchor" href="#arg-selected-markers"></a></dt>
 <dd><p>A character vector containing the user-specified
 gene symbols or feature names of marker genes that be used to generate
 gene plots in addition to the gene markers computed from
 differential expression.</p></dd>
 
 
-<dt>clustering.resolution</dt>
+<dt id="arg-clustering-resolution">clustering.resolution<a class="anchor" aria-label="anchor" href="#arg-clustering-resolution"></a></dt>
 <dd><p>A numeric value indicating the user-specified
 final resolution to use with clustering. Default is <code>0.8</code>.</p></dd>
 
 
-<dt>variable.features</dt>
+<dt id="arg-variable-features">variable.features<a class="anchor" aria-label="anchor" href="#arg-variable-features"></a></dt>
 <dd><p>A numeric value indicating the number of top
 variable features to identify. Default <code>2000</code>.</p></dd>
 
 
-<dt>pc.count</dt>
+<dt id="arg-pc-count">pc.count<a class="anchor" aria-label="anchor" href="#arg-pc-count"></a></dt>
 <dd><p>A numeric value indicating the number of principal components
 to use in the analysis workflow. Default is <code>50</code>.</p></dd>
 
 
-<dt>outputFile</dt>
+<dt id="arg-outputfile">outputFile<a class="anchor" aria-label="anchor" href="#arg-outputfile"></a></dt>
 <dd><p>Specify the name of the generated output HTML file.
 If <code>NULL</code> then the output file name will be based on the name of the
 Rmarkdown template. Default <code>NULL</code>.</p></dd>
 
 
-<dt>outputPath</dt>
+<dt id="arg-outputpath">outputPath<a class="anchor" aria-label="anchor" href="#arg-outputpath"></a></dt>
 <dd><p>Specify the name of the output directory to save the
 rendered HTML file. If <code>NULL</code> the file is stored to the current
 working directory. Default <code>NULL</code>.</p></dd>
 
 
-<dt>subtitle</dt>
+<dt id="arg-subtitle">subtitle<a class="anchor" aria-label="anchor" href="#arg-subtitle"></a></dt>
 <dd><p>A character value specifying the subtitle to use in the
 report. Default <code>NULL</code>.</p></dd>
 
 
-<dt>authors</dt>
+<dt id="arg-authors">authors<a class="anchor" aria-label="anchor" href="#arg-authors"></a></dt>
 <dd><p>A character value specifying the names of the authors to use
 in the report. Default <code>NULL</code>.</p></dd>
 
 
-<dt>showSession</dt>
+<dt id="arg-showsession">showSession<a class="anchor" aria-label="anchor" href="#arg-showsession"></a></dt>
 <dd><p>A logical value indicating if session information
 should be displayed or not. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>pdf</dt>
+<dt id="arg-pdf">pdf<a class="anchor" aria-label="anchor" href="#arg-pdf"></a></dt>
 <dd><p>A logical value indicating if a pdf should also be generated for
 each figure in the report. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>runHVG</dt>
+<dt id="arg-runhvg">runHVG<a class="anchor" aria-label="anchor" href="#arg-runhvg"></a></dt>
 <dd><p>A logical value indicating if the feature selection
 computation should be run or not. Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>plotHVG</dt>
+<dt id="arg-plothvg">plotHVG<a class="anchor" aria-label="anchor" href="#arg-plothvg"></a></dt>
 <dd><p>A logical value indicating if the plot for the top most
 variable genes should be visualized in a mean-to-variance plot.
 Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>runDimRed</dt>
+<dt id="arg-rundimred">runDimRed<a class="anchor" aria-label="anchor" href="#arg-rundimred"></a></dt>
 <dd><p>A logical value indicating if PCA should be computed.
 Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>plotJackStraw</dt>
+<dt id="arg-plotjackstraw">plotJackStraw<a class="anchor" aria-label="anchor" href="#arg-plotjackstraw"></a></dt>
 <dd><p>A logical value indicating if JackStraw plot be
 visualized for the principal components. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>plotElbowPlot</dt>
+<dt id="arg-plotelbowplot">plotElbowPlot<a class="anchor" aria-label="anchor" href="#arg-plotelbowplot"></a></dt>
 <dd><p>A logical value indicating if the ElbowPlot be
 visualized for the principal components. Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>plotHeatmaps</dt>
+<dt id="arg-plotheatmaps">plotHeatmaps<a class="anchor" aria-label="anchor" href="#arg-plotheatmaps"></a></dt>
 <dd><p>A logical value indicating if heatmaps should be plotted
 for the principal components. Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>runClustering</dt>
+<dt id="arg-runclustering">runClustering<a class="anchor" aria-label="anchor" href="#arg-runclustering"></a></dt>
 <dd><p>A logical value indicating if clustering section should
 be run in the report. Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>plotTSNE</dt>
+<dt id="arg-plottsne">plotTSNE<a class="anchor" aria-label="anchor" href="#arg-plottsne"></a></dt>
 <dd><p>A logical value indicating if TSNE plots should be visualized
 for clustering results. Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>plotUMAP</dt>
+<dt id="arg-plotumap">plotUMAP<a class="anchor" aria-label="anchor" href="#arg-plotumap"></a></dt>
 <dd><p>A logical value indicating if the UMAP plots should be
 visualized for the clustering results. Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>minResolution</dt>
+<dt id="arg-minresolution">minResolution<a class="anchor" aria-label="anchor" href="#arg-minresolution"></a></dt>
 <dd><p>A numeric value indicating the minimum resolution to
 use for clustering. Default is <code>0.3</code>.</p></dd>
 
 
-<dt>maxResolution</dt>
+<dt id="arg-maxresolution">maxResolution<a class="anchor" aria-label="anchor" href="#arg-maxresolution"></a></dt>
 <dd><p>A numeric value indicating the maximum resolution to use
 for clustering. Default is <code>1.5</code>.</p></dd>
 
 
-<dt>runMSClusters</dt>
+<dt id="arg-runmsclusters">runMSClusters<a class="anchor" aria-label="anchor" href="#arg-runmsclusters"></a></dt>
 <dd><p>A logical value indicating if marker selection should
 be run between clusters. Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>runMSBioGroup</dt>
+<dt id="arg-runmsbiogroup">runMSBioGroup<a class="anchor" aria-label="anchor" href="#arg-runmsbiogroup"></a></dt>
 <dd><p>A logical value indicating if marker selection should
 be run between the <code>biological.group</code> parameter.
 Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>numTopFeatures</dt>
+<dt id="arg-numtopfeatures">numTopFeatures<a class="anchor" aria-label="anchor" href="#arg-numtopfeatures"></a></dt>
 <dd><p>A numeric value indicating the number of top features
 to visualize in each group. Default <code>10</code>.</p></dd>
 
 
-<dt>forceRun</dt>
+<dt id="arg-forcerun">forceRun<a class="anchor" aria-label="anchor" href="#arg-forcerun"></a></dt>
 <dd><p>A logical value indicating if all algorithms should be
 re-run regardless if they have been computed previously in the input object.
 Default is <code>TRUE</code>.</p></dd>
@@ -398,9 +397,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code> object
+    <p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code> object
  with computations stored.</p>
     </div>
 
@@ -416,15 +413,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/reportSeuratClustering.html b/docs/reference/reportSeuratClustering.html
index 3b09fc955..dd80cd5a4 100644
--- a/docs/reference/reportSeuratClustering.html
+++ b/docs/reference/reportSeuratClustering.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates an HTML report for Seurat Clustering and returns the SCE object
- with the results computed and stored inside the object. — reportSeuratClustering • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates an HTML report for Seurat Clustering and returns the SCE object
- with the results computed and stored inside the object. — reportSeuratClustering"><meta property="og:description" content="Generates an HTML report for Seurat Clustering and returns the SCE object
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates an HTML report for Seurat Clustering and returns the SCE object with the results computed and stored inside the object. — reportSeuratClustering • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates an HTML report for Seurat Clustering and returns the SCE object with the results computed and stored inside the object. — reportSeuratClustering"><meta property="og:description" content="Generates an HTML report for Seurat Clustering and returns the SCE object
  with the results computed and stored inside the object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Generates an HTML report for Seurat Clustering and returns the SCE object
- with the results computed and stored inside the object.</h1>
+    <h1>Generates an HTML report for Seurat Clustering and returns the SCE object with the results computed and stored inside the object.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/htmlReports.R" class="external-link"><code>R/htmlReports.R</code></a></small>
     <div class="hidden name"><code>reportSeuratClustering.Rd</code></div>
     </div>
@@ -236,90 +233,92 @@ <h1>Generates an HTML report for Seurat Clustering and returns the SCE object
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code>
 object.</p></dd>
 
 
-<dt>biological.group</dt>
+<dt id="arg-biological-group">biological.group<a class="anchor" aria-label="anchor" href="#arg-biological-group"></a></dt>
 <dd><p>A character value that specifies the name of the
 <code>colData()</code> column to use as the main biological group in the Seurat
 report for marker selection and grouping.</p></dd>
 
 
-<dt>phenotype.groups</dt>
+<dt id="arg-phenotype-groups">phenotype.groups<a class="anchor" aria-label="anchor" href="#arg-phenotype-groups"></a></dt>
 <dd><p>A character vector that specifies the names of the
 <code>colData()</code> columns to use for differential expression in addition to
 the <code>biological.group</code> parameter.</p></dd>
 
 
-<dt>runClustering</dt>
+<dt id="arg-runclustering">runClustering<a class="anchor" aria-label="anchor" href="#arg-runclustering"></a></dt>
 <dd><p>A logical value indicating if Clustering should be run
 or not in the report. Default is <code>TRUE</code>. If <code>FALSE</code>, parameters
  <code>plotTSNE</code> and <code>plotUMAP</code> are also set to <code>FALSE</code>.</p></dd>
 
 
-<dt>plotTSNE</dt>
+<dt id="arg-plottsne">plotTSNE<a class="anchor" aria-label="anchor" href="#arg-plottsne"></a></dt>
 <dd><p>A logical value indicating if TSNE plots should be visualized
 in the clustering section of the report. Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>plotUMAP</dt>
+<dt id="arg-plotumap">plotUMAP<a class="anchor" aria-label="anchor" href="#arg-plotumap"></a></dt>
 <dd><p>A logical value indicating if UMAP plots should be visualized
 in the clustering section of the report. Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>minResolution</dt>
+<dt id="arg-minresolution">minResolution<a class="anchor" aria-label="anchor" href="#arg-minresolution"></a></dt>
 <dd><p>A numeric value indicating the minimum resolution to use
 for clustering. Default <code>0.3</code>.</p></dd>
 
 
-<dt>maxResolution</dt>
+<dt id="arg-maxresolution">maxResolution<a class="anchor" aria-label="anchor" href="#arg-maxresolution"></a></dt>
 <dd><p>A numeric value indicating the maximum resolution to use
 for clustering. Default <code>1.5</code>.</p></dd>
 
 
-<dt>numClusters</dt>
+<dt id="arg-numclusters">numClusters<a class="anchor" aria-label="anchor" href="#arg-numclusters"></a></dt>
 <dd><p>temp (to remove)</p></dd>
 
 
-<dt>significant_PC</dt>
+<dt id="arg-significant-pc">significant_PC<a class="anchor" aria-label="anchor" href="#arg-significant-pc"></a></dt>
 <dd><p>temp (change to pc.use)</p></dd>
 
 
-<dt>outputFile</dt>
+<dt id="arg-outputfile">outputFile<a class="anchor" aria-label="anchor" href="#arg-outputfile"></a></dt>
 <dd><p>Specify the name of the generated output HTML file.
 If <code>NULL</code> then the output file name will be based on the name of the
 Rmarkdown template. Default <code>NULL</code>.</p></dd>
 
 
-<dt>outputPath</dt>
+<dt id="arg-outputpath">outputPath<a class="anchor" aria-label="anchor" href="#arg-outputpath"></a></dt>
 <dd><p>Specify the name of the output directory to save the
 rendered HTML file. If <code>NULL</code> the file is stored to the current
 working directory. Default <code>NULL</code>.</p></dd>
 
 
-<dt>subtitle</dt>
+<dt id="arg-subtitle">subtitle<a class="anchor" aria-label="anchor" href="#arg-subtitle"></a></dt>
 <dd><p>A character value specifying the subtitle to use in the
 report. Default <code>NULL</code>.</p></dd>
 
 
-<dt>authors</dt>
+<dt id="arg-authors">authors<a class="anchor" aria-label="anchor" href="#arg-authors"></a></dt>
 <dd><p>A character value specifying the names of the authors to use
 in the report. Default <code>NULL</code>.</p></dd>
 
 
-<dt>showSession</dt>
+<dt id="arg-showsession">showSession<a class="anchor" aria-label="anchor" href="#arg-showsession"></a></dt>
 <dd><p>A logical value indicating if session information
 should be displayed or not. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>pdf</dt>
+<dt id="arg-pdf">pdf<a class="anchor" aria-label="anchor" href="#arg-pdf"></a></dt>
 <dd><p>A logical value indicating if a pdf should also be generated for
 each figure in the report. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>forceRun</dt>
+<dt id="arg-forcerun">forceRun<a class="anchor" aria-label="anchor" href="#arg-forcerun"></a></dt>
 <dd><p>A logical value indicating if all computations previously
 computed should be re-calculated regardless if these computations are
 available in the input object. Default is <code>TRUE</code>.</p></dd>
@@ -327,9 +326,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code> object
+    <p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code> object
  with computations stored.</p>
     </div>
 
@@ -345,15 +342,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/reportSeuratDimRed.html b/docs/reference/reportSeuratDimRed.html
index 1d472be0b..5584f91c7 100644
--- a/docs/reference/reportSeuratDimRed.html
+++ b/docs/reference/reportSeuratDimRed.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates an HTML report for Seurat Dimensionality Reduction
- and returns the SCE object with the results computed and stored
- inside the object. — reportSeuratDimRed • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates an HTML report for Seurat Dimensionality Reduction
- and returns the SCE object with the results computed and stored
- inside the object. — reportSeuratDimRed"><meta property="og:description" content="Generates an HTML report for Seurat Dimensionality Reduction
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates an HTML report for Seurat Dimensionality Reduction and returns the SCE object with the results computed and stored inside the object. — reportSeuratDimRed • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates an HTML report for Seurat Dimensionality Reduction and returns the SCE object with the results computed and stored inside the object. — reportSeuratDimRed"><meta property="og:description" content="Generates an HTML report for Seurat Dimensionality Reduction
  and returns the SCE object with the results computed and stored
  inside the object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Generates an HTML report for Seurat Dimensionality Reduction
- and returns the SCE object with the results computed and stored
- inside the object.</h1>
+    <h1>Generates an HTML report for Seurat Dimensionality Reduction and returns the SCE object with the results computed and stored inside the object.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/htmlReports.R" class="external-link"><code>R/htmlReports.R</code></a></small>
     <div class="hidden name"><code>reportSeuratDimRed.Rd</code></div>
     </div>
@@ -237,69 +231,71 @@ <h1>Generates an HTML report for Seurat Dimensionality Reduction
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code>
 object.</p></dd>
 
 
-<dt>pc.count</dt>
+<dt id="arg-pc-count">pc.count<a class="anchor" aria-label="anchor" href="#arg-pc-count"></a></dt>
 <dd><p>A numeric value indicating the number of principal components
 to compute. Default is <code>50</code>.</p></dd>
 
 
-<dt>runDimRed</dt>
+<dt id="arg-rundimred">runDimRed<a class="anchor" aria-label="anchor" href="#arg-rundimred"></a></dt>
 <dd><p>A logical value indicating if dimenionality reduction should
 be computed. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>plotJackStraw</dt>
+<dt id="arg-plotjackstraw">plotJackStraw<a class="anchor" aria-label="anchor" href="#arg-plotjackstraw"></a></dt>
 <dd><p>A logical value indicating if JackStraw plot should be
 visualized. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>plotElbowPlot</dt>
+<dt id="arg-plotelbowplot">plotElbowPlot<a class="anchor" aria-label="anchor" href="#arg-plotelbowplot"></a></dt>
 <dd><p>A logical value indicating if ElbowPlot should be
 visualized. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>plotHeatmaps</dt>
+<dt id="arg-plotheatmaps">plotHeatmaps<a class="anchor" aria-label="anchor" href="#arg-plotheatmaps"></a></dt>
 <dd><p>A logical value indicating if heatmaps should be
 visualized. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>outputFile</dt>
+<dt id="arg-outputfile">outputFile<a class="anchor" aria-label="anchor" href="#arg-outputfile"></a></dt>
 <dd><p>Specify the name of the generated output HTML file.
 If <code>NULL</code> then the output file name will be based on the name of the
 Rmarkdown template. Default <code>NULL</code>.</p></dd>
 
 
-<dt>outputPath</dt>
+<dt id="arg-outputpath">outputPath<a class="anchor" aria-label="anchor" href="#arg-outputpath"></a></dt>
 <dd><p>Specify the name of the output directory to save the
 rendered HTML file. If <code>NULL</code> the file is stored to the current
 working directory. Default <code>NULL</code>.</p></dd>
 
 
-<dt>subtitle</dt>
+<dt id="arg-subtitle">subtitle<a class="anchor" aria-label="anchor" href="#arg-subtitle"></a></dt>
 <dd><p>A character value specifying the subtitle to use in the
 report. Default <code>NULL</code>.</p></dd>
 
 
-<dt>authors</dt>
+<dt id="arg-authors">authors<a class="anchor" aria-label="anchor" href="#arg-authors"></a></dt>
 <dd><p>A character value specifying the names of the authors to use
 in the report. Default <code>NULL</code>.</p></dd>
 
 
-<dt>showSession</dt>
+<dt id="arg-showsession">showSession<a class="anchor" aria-label="anchor" href="#arg-showsession"></a></dt>
 <dd><p>A logical value indicating if session information
 should be displayed or not. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>pdf</dt>
+<dt id="arg-pdf">pdf<a class="anchor" aria-label="anchor" href="#arg-pdf"></a></dt>
 <dd><p>A logical value indicating if a pdf should also be generated for
 each figure in the report. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>forceRun</dt>
+<dt id="arg-forcerun">forceRun<a class="anchor" aria-label="anchor" href="#arg-forcerun"></a></dt>
 <dd><p>A logical value indicating if all computations previously
 computed should be re-calculated regardless if these computations are
 available in the input object. Default is <code>TRUE</code>.</p></dd>
@@ -307,9 +303,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code> object
+    <p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code> object
  with computations stored.</p>
     </div>
 
@@ -325,15 +319,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/reportSeuratFeatureSelection.html b/docs/reference/reportSeuratFeatureSelection.html
index afb26f879..b919bbac7 100644
--- a/docs/reference/reportSeuratFeatureSelection.html
+++ b/docs/reference/reportSeuratFeatureSelection.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates an HTML report for Seurat Feature Selection and returns the
-SCE object with the results computed and stored inside the object. — reportSeuratFeatureSelection • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates an HTML report for Seurat Feature Selection and returns the
-SCE object with the results computed and stored inside the object. — reportSeuratFeatureSelection"><meta property="og:description" content="Generates an HTML report for Seurat Feature Selection and returns the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates an HTML report for Seurat Feature Selection and returns the SCE object with the results computed and stored inside the object. — reportSeuratFeatureSelection • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates an HTML report for Seurat Feature Selection and returns the SCE object with the results computed and stored inside the object. — reportSeuratFeatureSelection"><meta property="og:description" content="Generates an HTML report for Seurat Feature Selection and returns the
 SCE object with the results computed and stored inside the object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Generates an HTML report for Seurat Feature Selection and returns the
-SCE object with the results computed and stored inside the object.</h1>
+    <h1>Generates an HTML report for Seurat Feature Selection and returns the SCE object with the results computed and stored inside the object.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/htmlReports.R" class="external-link"><code>R/htmlReports.R</code></a></small>
     <div class="hidden name"><code>reportSeuratFeatureSelection.Rd</code></div>
     </div>
@@ -230,59 +227,61 @@ <h1>Generates an HTML report for Seurat Feature Selection and returns the
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code>
 object.</p></dd>
 
 
-<dt>variable.features</dt>
+<dt id="arg-variable-features">variable.features<a class="anchor" aria-label="anchor" href="#arg-variable-features"></a></dt>
 <dd><p>A numeric value indicating the number of top variable
 features to identify. Default <code>2000</code>.</p></dd>
 
 
-<dt>runHVG</dt>
+<dt id="arg-runhvg">runHVG<a class="anchor" aria-label="anchor" href="#arg-runhvg"></a></dt>
 <dd><p>A logical value indicating if the feature selection algorithm
 should be run or not. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>plotHVG</dt>
+<dt id="arg-plothvg">plotHVG<a class="anchor" aria-label="anchor" href="#arg-plothvg"></a></dt>
 <dd><p>A logical value indicating if the mean-to-variance plot
 of the top variable feature should be visualized or not. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>outputFile</dt>
+<dt id="arg-outputfile">outputFile<a class="anchor" aria-label="anchor" href="#arg-outputfile"></a></dt>
 <dd><p>Specify the name of the generated output HTML file.
 If <code>NULL</code> then the output file name will be based on the name of the
 Rmarkdown template. Default <code>NULL</code>.</p></dd>
 
 
-<dt>outputPath</dt>
+<dt id="arg-outputpath">outputPath<a class="anchor" aria-label="anchor" href="#arg-outputpath"></a></dt>
 <dd><p>Specify the name of the output directory to save the
 rendered HTML file. If <code>NULL</code> the file is stored to the current
 working directory. Default <code>NULL</code>.</p></dd>
 
 
-<dt>subtitle</dt>
+<dt id="arg-subtitle">subtitle<a class="anchor" aria-label="anchor" href="#arg-subtitle"></a></dt>
 <dd><p>A character value specifying the subtitle to use in the
 report. Default <code>NULL</code>.</p></dd>
 
 
-<dt>authors</dt>
+<dt id="arg-authors">authors<a class="anchor" aria-label="anchor" href="#arg-authors"></a></dt>
 <dd><p>A character value specifying the names of the authors to use
 in the report. Default <code>NULL</code>.</p></dd>
 
 
-<dt>showSession</dt>
+<dt id="arg-showsession">showSession<a class="anchor" aria-label="anchor" href="#arg-showsession"></a></dt>
 <dd><p>A logical value indicating if session information
 should be displayed or not. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>pdf</dt>
+<dt id="arg-pdf">pdf<a class="anchor" aria-label="anchor" href="#arg-pdf"></a></dt>
 <dd><p>A logical value indicating if a pdf should also be generated for
 each figure in the report. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>forceRun</dt>
+<dt id="arg-forcerun">forceRun<a class="anchor" aria-label="anchor" href="#arg-forcerun"></a></dt>
 <dd><p>A logical value indicating if all computations previously
 computed should be re-calculated regardless if these computations are
 available in the input object. Default is <code>TRUE</code>.</p></dd>
@@ -290,9 +289,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code> object
+    <p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code> object
  with computations stored.</p>
     </div>
 
@@ -308,15 +305,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/reportSeuratMarkerSelection.html b/docs/reference/reportSeuratMarkerSelection.html
index 560859a63..1faba93b6 100644
--- a/docs/reference/reportSeuratMarkerSelection.html
+++ b/docs/reference/reportSeuratMarkerSelection.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates an HTML report for Seurat Results (including Clustering &amp; Marker
- Selection) and returns the SCE object with the results computed and stored
- inside the object. — reportSeuratMarkerSelection • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates an HTML report for Seurat Results (including Clustering &amp; Marker
- Selection) and returns the SCE object with the results computed and stored
- inside the object. — reportSeuratMarkerSelection"><meta property="og:description" content="Generates an HTML report for Seurat Results (including Clustering &amp;amp; Marker
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates an HTML report for Seurat Results (including Clustering &amp; Marker Selection) and returns the SCE object with the results computed and stored inside the object. — reportSeuratMarkerSelection • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates an HTML report for Seurat Results (including Clustering &amp; Marker Selection) and returns the SCE object with the results computed and stored inside the object. — reportSeuratMarkerSelection"><meta property="og:description" content="Generates an HTML report for Seurat Results (including Clustering &amp;amp; Marker
  Selection) and returns the SCE object with the results computed and stored
  inside the object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Generates an HTML report for Seurat Results (including Clustering &amp; Marker
- Selection) and returns the SCE object with the results computed and stored
- inside the object.</h1>
+    <h1>Generates an HTML report for Seurat Results (including Clustering &amp; Marker Selection) and returns the SCE object with the results computed and stored inside the object.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/htmlReports.R" class="external-link"><code>R/htmlReports.R</code></a></small>
     <div class="hidden name"><code>reportSeuratMarkerSelection.Rd</code></div>
     </div>
@@ -237,82 +231,82 @@ <h1>Generates an HTML report for Seurat Results (including Clustering &amp; Mark
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code>
 object.</p></dd>
 
 
-<dt>biological.group</dt>
+<dt id="arg-biological-group">biological.group<a class="anchor" aria-label="anchor" href="#arg-biological-group"></a></dt>
 <dd><p>A character value that specifies the name of the
 <code>colData()</code> column to use as the main biological group in the Seurat
 report for marker selection and grouping.</p></dd>
 
 
-<dt>phenotype.groups</dt>
+<dt id="arg-phenotype-groups">phenotype.groups<a class="anchor" aria-label="anchor" href="#arg-phenotype-groups"></a></dt>
 <dd><p>A character vector that specifies the names of the
 <code>colData()</code> columns to use for differential expression in addition to
 the <code>biological.group</code> parameter.</p></dd>
 
 
-<dt>selected.markers</dt>
+<dt id="arg-selected-markers">selected.markers<a class="anchor" aria-label="anchor" href="#arg-selected-markers"></a></dt>
 <dd><p>A character vector containing the user-specified
 gene symbols or feature names of marker genes that be used to generate
 gene plots in addition to the gene markers computed from
 differential expression.</p></dd>
 
 
-<dt>runMarkerSelection</dt>
+<dt id="arg-runmarkerselection">runMarkerSelection<a class="anchor" aria-label="anchor" href="#arg-runmarkerselection"></a></dt>
 <dd><p>A logical value indicating if the marker selection
 computation should be run or not. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>plotMarkerSelection</dt>
+<dt id="arg-plotmarkerselection">plotMarkerSelection<a class="anchor" aria-label="anchor" href="#arg-plotmarkerselection"></a></dt>
 <dd><p>A logical value indicating if the gene marker
 plots should be visualized or not. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>numTopFeatures</dt>
+<dt id="arg-numtopfeatures">numTopFeatures<a class="anchor" aria-label="anchor" href="#arg-numtopfeatures"></a></dt>
 <dd><p>A numeric value indicating the number of top features
 to visualize in each group. Default <code>10</code>.</p></dd>
 
 
-<dt>outputFile</dt>
+<dt id="arg-outputfile">outputFile<a class="anchor" aria-label="anchor" href="#arg-outputfile"></a></dt>
 <dd><p>Specify the name of the generated output HTML file.
 If <code>NULL</code> then the output file name will be based on the name of the
 Rmarkdown template. Default <code>NULL</code>.</p></dd>
 
 
-<dt>outputPath</dt>
+<dt id="arg-outputpath">outputPath<a class="anchor" aria-label="anchor" href="#arg-outputpath"></a></dt>
 <dd><p>Specify the name of the output directory to save the
 rendered HTML file. If <code>NULL</code> the file is stored to the current
 working directory. Default <code>NULL</code>.</p></dd>
 
 
-<dt>subtitle</dt>
+<dt id="arg-subtitle">subtitle<a class="anchor" aria-label="anchor" href="#arg-subtitle"></a></dt>
 <dd><p>A character value specifying the subtitle to use in the
 report. Default <code>NULL</code>.</p></dd>
 
 
-<dt>authors</dt>
+<dt id="arg-authors">authors<a class="anchor" aria-label="anchor" href="#arg-authors"></a></dt>
 <dd><p>A character value specifying the names of the authors to use
 in the report. Default <code>NULL</code>.</p></dd>
 
 
-<dt>showSession</dt>
+<dt id="arg-showsession">showSession<a class="anchor" aria-label="anchor" href="#arg-showsession"></a></dt>
 <dd><p>A logical value indicating if session information
 should be displayed or not. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>pdf</dt>
+<dt id="arg-pdf">pdf<a class="anchor" aria-label="anchor" href="#arg-pdf"></a></dt>
 <dd><p>A logical value indicating if a pdf should also be generated for
 each figure in the report. Default is <code>FALSE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code> object
+    <p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code> object
  with computations stored.</p>
     </div>
 
@@ -328,15 +322,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/reportSeuratNormalization.html b/docs/reference/reportSeuratNormalization.html
index 96b9f4885..92f118438 100644
--- a/docs/reference/reportSeuratNormalization.html
+++ b/docs/reference/reportSeuratNormalization.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates an HTML report for Seurat Normalization
- and returns the SCE object with the results computed and stored
- inside the object. — reportSeuratNormalization • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates an HTML report for Seurat Normalization
- and returns the SCE object with the results computed and stored
- inside the object. — reportSeuratNormalization"><meta property="og:description" content="Generates an HTML report for Seurat Normalization
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates an HTML report for Seurat Normalization and returns the SCE object with the results computed and stored inside the object. — reportSeuratNormalization • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates an HTML report for Seurat Normalization and returns the SCE object with the results computed and stored inside the object. — reportSeuratNormalization"><meta property="og:description" content="Generates an HTML report for Seurat Normalization
  and returns the SCE object with the results computed and stored
  inside the object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Generates an HTML report for Seurat Normalization
- and returns the SCE object with the results computed and stored
- inside the object.</h1>
+    <h1>Generates an HTML report for Seurat Normalization and returns the SCE object with the results computed and stored inside the object.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/htmlReports.R" class="external-link"><code>R/htmlReports.R</code></a></small>
     <div class="hidden name"><code>reportSeuratNormalization.Rd</code></div>
     </div>
@@ -232,44 +226,46 @@ <h1>Generates an HTML report for Seurat Normalization
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code>
 object previously passed through <code><a href="reportSeuratRun.html">reportSeuratRun()</a></code>.</p></dd>
 
 
-<dt>outputFile</dt>
+<dt id="arg-outputfile">outputFile<a class="anchor" aria-label="anchor" href="#arg-outputfile"></a></dt>
 <dd><p>Specify the name of the generated output HTML file.
 If <code>NULL</code> then the output file name will be based on the name of the
 Rmarkdown template. Default <code>NULL</code>.</p></dd>
 
 
-<dt>outputPath</dt>
+<dt id="arg-outputpath">outputPath<a class="anchor" aria-label="anchor" href="#arg-outputpath"></a></dt>
 <dd><p>Specify the name of the output directory to save the
 rendered HTML file. If <code>NULL</code> the file is stored to the current
 working directory. Default <code>NULL</code>.</p></dd>
 
 
-<dt>subtitle</dt>
+<dt id="arg-subtitle">subtitle<a class="anchor" aria-label="anchor" href="#arg-subtitle"></a></dt>
 <dd><p>A character value specifying the subtitle to use in the
 report. Default <code>NULL</code>.</p></dd>
 
 
-<dt>authors</dt>
+<dt id="arg-authors">authors<a class="anchor" aria-label="anchor" href="#arg-authors"></a></dt>
 <dd><p>A character value specifying the names of the authors to use
 in the report. Default <code>NULL</code>.</p></dd>
 
 
-<dt>showSession</dt>
+<dt id="arg-showsession">showSession<a class="anchor" aria-label="anchor" href="#arg-showsession"></a></dt>
 <dd><p>A logical value indicating if session information
 should be displayed or not. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>pdf</dt>
+<dt id="arg-pdf">pdf<a class="anchor" aria-label="anchor" href="#arg-pdf"></a></dt>
 <dd><p>A logical value indicating if a pdf should also be generated for
 each figure in the report. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>forceRun</dt>
+<dt id="arg-forcerun">forceRun<a class="anchor" aria-label="anchor" href="#arg-forcerun"></a></dt>
 <dd><p>A logical value indicating if all computations previously
 computed should be re-calculated regardless if these computations are
 available in the input object. Default is <code>TRUE</code>.</p></dd>
@@ -277,9 +273,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code> object
+    <p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code> object
  with computations stored.</p>
     </div>
 
@@ -295,15 +289,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/reportSeuratResults.html b/docs/reference/reportSeuratResults.html
index f00e24158..ba13df7eb 100644
--- a/docs/reference/reportSeuratResults.html
+++ b/docs/reference/reportSeuratResults.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates an HTML report for Seurat Results (including Clustering &amp; Marker
- Selection) and returns the SCE object with the results computed and stored
- inside the object. — reportSeuratResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates an HTML report for Seurat Results (including Clustering &amp; Marker
- Selection) and returns the SCE object with the results computed and stored
- inside the object. — reportSeuratResults"><meta property="og:description" content="Generates an HTML report for Seurat Results (including Clustering &amp;amp; Marker
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates an HTML report for Seurat Results (including Clustering &amp; Marker Selection) and returns the SCE object with the results computed and stored inside the object. — reportSeuratResults • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates an HTML report for Seurat Results (including Clustering &amp; Marker Selection) and returns the SCE object with the results computed and stored inside the object. — reportSeuratResults"><meta property="og:description" content="Generates an HTML report for Seurat Results (including Clustering &amp;amp; Marker
  Selection) and returns the SCE object with the results computed and stored
  inside the object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Generates an HTML report for Seurat Results (including Clustering &amp; Marker
- Selection) and returns the SCE object with the results computed and stored
- inside the object.</h1>
+    <h1>Generates an HTML report for Seurat Results (including Clustering &amp; Marker Selection) and returns the SCE object with the results computed and stored inside the object.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/htmlReports.R" class="external-link"><code>R/htmlReports.R</code></a></small>
     <div class="hidden name"><code>reportSeuratResults.Rd</code></div>
     </div>
@@ -243,106 +237,108 @@ <h1>Generates an HTML report for Seurat Results (including Clustering &amp; Mark
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code>
 object previously passed through <code><a href="reportSeuratRun.html">reportSeuratRun()</a></code>.</p></dd>
 
 
-<dt>biological.group</dt>
+<dt id="arg-biological-group">biological.group<a class="anchor" aria-label="anchor" href="#arg-biological-group"></a></dt>
 <dd><p>A character value that specifies the name of the
 <code>colData()</code> column to use as the main biological group in the Seurat
 report for marker selection and grouping.</p></dd>
 
 
-<dt>phenotype.groups</dt>
+<dt id="arg-phenotype-groups">phenotype.groups<a class="anchor" aria-label="anchor" href="#arg-phenotype-groups"></a></dt>
 <dd><p>A character vector that specifies the names of the
 <code>colData()</code> columns to use for differential expression in addition to
 the <code>biological.group</code> parameter.</p></dd>
 
 
-<dt>selected.markers</dt>
+<dt id="arg-selected-markers">selected.markers<a class="anchor" aria-label="anchor" href="#arg-selected-markers"></a></dt>
 <dd><p>A character vector containing the user-specified
 gene symbols or feature names of marker genes that be used to generate
 gene plots in addition to the gene markers computed from
 differential expression.</p></dd>
 
 
-<dt>clustering.resolution</dt>
+<dt id="arg-clustering-resolution">clustering.resolution<a class="anchor" aria-label="anchor" href="#arg-clustering-resolution"></a></dt>
 <dd><p>A numeric value indicating the user-specified
 final resolution to use with clustering. Default is <code>0.8</code>.</p></dd>
 
 
-<dt>pc.count</dt>
+<dt id="arg-pc-count">pc.count<a class="anchor" aria-label="anchor" href="#arg-pc-count"></a></dt>
 <dd><p>A numeric value indicating the number of principal components
 to use in the analysis workflow. Default is <code>50</code>.</p></dd>
 
 
-<dt>plotTSNE</dt>
+<dt id="arg-plottsne">plotTSNE<a class="anchor" aria-label="anchor" href="#arg-plottsne"></a></dt>
 <dd><p>A logical value indicating if TSNE plots should be visualized
 in the clustering section of the report. Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>plotUMAP</dt>
+<dt id="arg-plotumap">plotUMAP<a class="anchor" aria-label="anchor" href="#arg-plotumap"></a></dt>
 <dd><p>A logical value indicating if UMAP plots should be visualized
 in the clustering section of the report. Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>runClustering</dt>
+<dt id="arg-runclustering">runClustering<a class="anchor" aria-label="anchor" href="#arg-runclustering"></a></dt>
 <dd><p>A logical value indicating if Clustering should be run
 or not in the report. Default is <code>TRUE</code>. If <code>FALSE</code>, parameters
  <code>plotTSNE</code> and <code>plotUMAP</code> are also set to <code>FALSE</code>.</p></dd>
 
 
-<dt>runMSClusters</dt>
+<dt id="arg-runmsclusters">runMSClusters<a class="anchor" aria-label="anchor" href="#arg-runmsclusters"></a></dt>
 <dd><p>A logical value indicating if the marker selection
 section for identifying marker genes between clusters should be run and
 visualized in the report. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>runMSBioGroup</dt>
+<dt id="arg-runmsbiogroup">runMSBioGroup<a class="anchor" aria-label="anchor" href="#arg-runmsbiogroup"></a></dt>
 <dd><p>A logical value indicating if the marker selection
 section for identifying marker genes between the <code>biological.group</code>
 parameter should be run and visualized in the report. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>numTopFeatures</dt>
+<dt id="arg-numtopfeatures">numTopFeatures<a class="anchor" aria-label="anchor" href="#arg-numtopfeatures"></a></dt>
 <dd><p>A numeric value indicating the number of top features
 to visualize in each group. Default <code>10</code>.</p></dd>
 
 
-<dt>outputFile</dt>
+<dt id="arg-outputfile">outputFile<a class="anchor" aria-label="anchor" href="#arg-outputfile"></a></dt>
 <dd><p>Specify the name of the generated output HTML file.
 If <code>NULL</code> then the output file name will be based on the name of the
 Rmarkdown template. Default <code>NULL</code>.</p></dd>
 
 
-<dt>outputPath</dt>
+<dt id="arg-outputpath">outputPath<a class="anchor" aria-label="anchor" href="#arg-outputpath"></a></dt>
 <dd><p>Specify the name of the output directory to save the
 rendered HTML file. If <code>NULL</code> the file is stored to the current
 working directory. Default <code>NULL</code>.</p></dd>
 
 
-<dt>subtitle</dt>
+<dt id="arg-subtitle">subtitle<a class="anchor" aria-label="anchor" href="#arg-subtitle"></a></dt>
 <dd><p>A character value specifying the subtitle to use in the
 report. Default <code>NULL</code>.</p></dd>
 
 
-<dt>authors</dt>
+<dt id="arg-authors">authors<a class="anchor" aria-label="anchor" href="#arg-authors"></a></dt>
 <dd><p>A character value specifying the names of the authors to use
 in the report. Default <code>NULL</code>.</p></dd>
 
 
-<dt>showSession</dt>
+<dt id="arg-showsession">showSession<a class="anchor" aria-label="anchor" href="#arg-showsession"></a></dt>
 <dd><p>A logical value indicating if session information
 should be displayed or not. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>pdf</dt>
+<dt id="arg-pdf">pdf<a class="anchor" aria-label="anchor" href="#arg-pdf"></a></dt>
 <dd><p>A logical value indicating if a pdf should also be generated for
 each figure in the report. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>forceRun</dt>
+<dt id="arg-forcerun">forceRun<a class="anchor" aria-label="anchor" href="#arg-forcerun"></a></dt>
 <dd><p>A logical value indicating if all computations previously
 computed should be re-calculated regardless if these computations are
 available in the input object. Default is <code>TRUE</code>.</p></dd>
@@ -350,9 +346,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code> object
+    <p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code> object
  with computations stored.</p>
     </div>
 
@@ -368,15 +362,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/reportSeuratRun.html b/docs/reference/reportSeuratRun.html
index 957792121..5b7e33a87 100644
--- a/docs/reference/reportSeuratRun.html
+++ b/docs/reference/reportSeuratRun.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates an HTML report for Seurat Run (including Normalization,
- Feature Selection, Dimensionality Reduction &amp; Clustering) and returns the
- SCE object with the results computed and stored inside the object. — reportSeuratRun • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates an HTML report for Seurat Run (including Normalization,
- Feature Selection, Dimensionality Reduction &amp; Clustering) and returns the
- SCE object with the results computed and stored inside the object. — reportSeuratRun"><meta property="og:description" content="Generates an HTML report for Seurat Run (including Normalization,
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates an HTML report for Seurat Run (including Normalization, Feature Selection, Dimensionality Reduction &amp; Clustering) and returns the SCE object with the results computed and stored inside the object. — reportSeuratRun • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates an HTML report for Seurat Run (including Normalization, Feature Selection, Dimensionality Reduction &amp; Clustering) and returns the SCE object with the results computed and stored inside the object. — reportSeuratRun"><meta property="og:description" content="Generates an HTML report for Seurat Run (including Normalization,
  Feature Selection, Dimensionality Reduction &amp;amp; Clustering) and returns the
  SCE object with the results computed and stored inside the object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Generates an HTML report for Seurat Run (including Normalization,
- Feature Selection, Dimensionality Reduction &amp; Clustering) and returns the
- SCE object with the results computed and stored inside the object.</h1>
+    <h1>Generates an HTML report for Seurat Run (including Normalization, Feature Selection, Dimensionality Reduction &amp; Clustering) and returns the SCE object with the results computed and stored inside the object.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/htmlReports.R" class="external-link"><code>R/htmlReports.R</code></a></small>
     <div class="hidden name"><code>reportSeuratRun.Rd</code></div>
     </div>
@@ -247,122 +241,124 @@ <h1>Generates an HTML report for Seurat Run (including Normalization,
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code>
 object.</p></dd>
 
 
-<dt>biological.group</dt>
+<dt id="arg-biological-group">biological.group<a class="anchor" aria-label="anchor" href="#arg-biological-group"></a></dt>
 <dd><p>A character value that specifies the name of the
 <code>colData()</code> column to use as the main biological group in the Seurat
 report for tSNE &amp; UMAP visualization.</p></dd>
 
 
-<dt>phenotype.groups</dt>
+<dt id="arg-phenotype-groups">phenotype.groups<a class="anchor" aria-label="anchor" href="#arg-phenotype-groups"></a></dt>
 <dd><p>A character value that specifies the name of the
 <code>colData()</code> column to use as additional phenotype variables in the
 Seurat report for tSNE &amp; UMAP visualization.</p></dd>
 
 
-<dt>variable.features</dt>
+<dt id="arg-variable-features">variable.features<a class="anchor" aria-label="anchor" href="#arg-variable-features"></a></dt>
 <dd><p>A numeric value indicating the number of top
 variable genes to identify in the report. Default is <code>2000</code>.</p></dd>
 
 
-<dt>pc.count</dt>
+<dt id="arg-pc-count">pc.count<a class="anchor" aria-label="anchor" href="#arg-pc-count"></a></dt>
 <dd><p>A numeric value indicating the number of principal
 components to use in the analysis workflow. Default is <code>50</code>.</p></dd>
 
 
-<dt>runHVG</dt>
+<dt id="arg-runhvg">runHVG<a class="anchor" aria-label="anchor" href="#arg-runhvg"></a></dt>
 <dd><p>A logical value indicating if feature selection should be run
 in the report. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>plotHVG</dt>
+<dt id="arg-plothvg">plotHVG<a class="anchor" aria-label="anchor" href="#arg-plothvg"></a></dt>
 <dd><p>A logical value indicating if the top variable genes should
 be visualized through a mean-to-variance plot. Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>runDimRed</dt>
+<dt id="arg-rundimred">runDimRed<a class="anchor" aria-label="anchor" href="#arg-rundimred"></a></dt>
 <dd><p>A logical value indicating if PCA should be computed in the
 report. Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>plotJackStraw</dt>
+<dt id="arg-plotjackstraw">plotJackStraw<a class="anchor" aria-label="anchor" href="#arg-plotjackstraw"></a></dt>
 <dd><p>A logical value indicating if the JackStraw plot should
 be visualized for the principal components. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>plotElbowPlot</dt>
+<dt id="arg-plotelbowplot">plotElbowPlot<a class="anchor" aria-label="anchor" href="#arg-plotelbowplot"></a></dt>
 <dd><p>A logical value indicating if the ElbowPlot should be
 visualized for the principal components. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>plotHeatmaps</dt>
+<dt id="arg-plotheatmaps">plotHeatmaps<a class="anchor" aria-label="anchor" href="#arg-plotheatmaps"></a></dt>
 <dd><p>A logical value indicating if the Heatmaps should be
 visualized for the principal components. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>runClustering</dt>
+<dt id="arg-runclustering">runClustering<a class="anchor" aria-label="anchor" href="#arg-runclustering"></a></dt>
 <dd><p>A logical value indicating if Clustering should be
 run over multiple resolutions as defined by the <code>minResolution</code> and
 <code>maxResolution</code> parameters. Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>plotTSNE</dt>
+<dt id="arg-plottsne">plotTSNE<a class="anchor" aria-label="anchor" href="#arg-plottsne"></a></dt>
 <dd><p>A logical value indicating if TSNE plot should be visualized
 for clusters. Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>plotUMAP</dt>
+<dt id="arg-plotumap">plotUMAP<a class="anchor" aria-label="anchor" href="#arg-plotumap"></a></dt>
 <dd><p>A logical value indicating if UMAP plot should be visualized
 for clusters. Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>minResolution</dt>
+<dt id="arg-minresolution">minResolution<a class="anchor" aria-label="anchor" href="#arg-minresolution"></a></dt>
 <dd><p>A numeric value indicating the minimum resolution to use
 for clustering. Default <code>0.3</code>.</p></dd>
 
 
-<dt>maxResolution</dt>
+<dt id="arg-maxresolution">maxResolution<a class="anchor" aria-label="anchor" href="#arg-maxresolution"></a></dt>
 <dd><p>A numeric value indicating the maximum resolution to use
 for clustering. Default <code>1.5</code>.</p></dd>
 
 
-<dt>outputFile</dt>
+<dt id="arg-outputfile">outputFile<a class="anchor" aria-label="anchor" href="#arg-outputfile"></a></dt>
 <dd><p>Specify the name of the generated output HTML file.
 If <code>NULL</code> then the output file name will be based on the name of the
 Rmarkdown template. Default <code>NULL</code>.</p></dd>
 
 
-<dt>outputPath</dt>
+<dt id="arg-outputpath">outputPath<a class="anchor" aria-label="anchor" href="#arg-outputpath"></a></dt>
 <dd><p>Specify the name of the output directory to save the
 rendered HTML file. If <code>NULL</code> the file is stored to the current
 working directory. Default <code>NULL</code>.</p></dd>
 
 
-<dt>subtitle</dt>
+<dt id="arg-subtitle">subtitle<a class="anchor" aria-label="anchor" href="#arg-subtitle"></a></dt>
 <dd><p>A character value specifying the subtitle to use in the
 report. Default <code>NULL</code>.</p></dd>
 
 
-<dt>authors</dt>
+<dt id="arg-authors">authors<a class="anchor" aria-label="anchor" href="#arg-authors"></a></dt>
 <dd><p>A character value specifying the names of the authors to use
 in the report. Default <code>NULL</code>.</p></dd>
 
 
-<dt>showSession</dt>
+<dt id="arg-showsession">showSession<a class="anchor" aria-label="anchor" href="#arg-showsession"></a></dt>
 <dd><p>A logical value indicating if session information
 should be displayed or not. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>pdf</dt>
+<dt id="arg-pdf">pdf<a class="anchor" aria-label="anchor" href="#arg-pdf"></a></dt>
 <dd><p>A logical value indicating if a pdf should also be generated for
 each figure in the report. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>forceRun</dt>
+<dt id="arg-forcerun">forceRun<a class="anchor" aria-label="anchor" href="#arg-forcerun"></a></dt>
 <dd><p>A logical value indicating if all computations previously
 computed should be re-calculated regardless if these computations are
 available in the input object. Default is <code>TRUE</code>.</p></dd>
@@ -370,9 +366,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code> object
+    <p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code> object
  with computations stored.</p>
     </div>
 
@@ -388,15 +382,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/reportSeuratScaling.html b/docs/reference/reportSeuratScaling.html
index 3786ab543..a38716068 100644
--- a/docs/reference/reportSeuratScaling.html
+++ b/docs/reference/reportSeuratScaling.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates an HTML report for Seurat Scaling
- and returns the SCE object with the results computed and stored
- inside the object. — reportSeuratScaling • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates an HTML report for Seurat Scaling
- and returns the SCE object with the results computed and stored
- inside the object. — reportSeuratScaling"><meta property="og:description" content="Generates an HTML report for Seurat Scaling
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates an HTML report for Seurat Scaling and returns the SCE object with the results computed and stored inside the object. — reportSeuratScaling • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates an HTML report for Seurat Scaling and returns the SCE object with the results computed and stored inside the object. — reportSeuratScaling"><meta property="og:description" content="Generates an HTML report for Seurat Scaling
  and returns the SCE object with the results computed and stored
  inside the object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Generates an HTML report for Seurat Scaling
- and returns the SCE object with the results computed and stored
- inside the object.</h1>
+    <h1>Generates an HTML report for Seurat Scaling and returns the SCE object with the results computed and stored inside the object.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/htmlReports.R" class="external-link"><code>R/htmlReports.R</code></a></small>
     <div class="hidden name"><code>reportSeuratScaling.Rd</code></div>
     </div>
@@ -232,44 +226,46 @@ <h1>Generates an HTML report for Seurat Scaling
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code>
 object.</p></dd>
 
 
-<dt>outputFile</dt>
+<dt id="arg-outputfile">outputFile<a class="anchor" aria-label="anchor" href="#arg-outputfile"></a></dt>
 <dd><p>Specify the name of the generated output HTML file.
 If <code>NULL</code> then the output file name will be based on the name of the
 Rmarkdown template. Default <code>NULL</code>.</p></dd>
 
 
-<dt>outputPath</dt>
+<dt id="arg-outputpath">outputPath<a class="anchor" aria-label="anchor" href="#arg-outputpath"></a></dt>
 <dd><p>Specify the name of the output directory to save the
 rendered HTML file. If <code>NULL</code> the file is stored to the current
 working directory. Default <code>NULL</code>.</p></dd>
 
 
-<dt>subtitle</dt>
+<dt id="arg-subtitle">subtitle<a class="anchor" aria-label="anchor" href="#arg-subtitle"></a></dt>
 <dd><p>A character value specifying the subtitle to use in the
 report. Default <code>NULL</code>.</p></dd>
 
 
-<dt>authors</dt>
+<dt id="arg-authors">authors<a class="anchor" aria-label="anchor" href="#arg-authors"></a></dt>
 <dd><p>A character value specifying the names of the authors to use
 in the report. Default <code>NULL</code>.</p></dd>
 
 
-<dt>showSession</dt>
+<dt id="arg-showsession">showSession<a class="anchor" aria-label="anchor" href="#arg-showsession"></a></dt>
 <dd><p>A logical value indicating if session information
 should be displayed or not. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>pdf</dt>
+<dt id="arg-pdf">pdf<a class="anchor" aria-label="anchor" href="#arg-pdf"></a></dt>
 <dd><p>A logical value indicating if a pdf should also be generated for
 each figure in the report. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>forceRun</dt>
+<dt id="arg-forcerun">forceRun<a class="anchor" aria-label="anchor" href="#arg-forcerun"></a></dt>
 <dd><p>A logical value indicating if all computations previously
 computed should be re-calculated regardless if these computations are
 available in the input object. Default is <code>TRUE</code>.</p></dd>
@@ -277,9 +273,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code> object
+    <p>A <code><a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a></code> object
  with computations stored.</p>
     </div>
 
@@ -295,15 +289,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/retrieveSCEIndex.html b/docs/reference/retrieveSCEIndex.html
index 42cefd326..256a28887 100644
--- a/docs/reference/retrieveSCEIndex.html
+++ b/docs/reference/retrieveSCEIndex.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Retrieve cell/feature index by giving identifiers saved in col/rowData — retrieveSCEIndex • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Retrieve cell/feature index by giving identifiers saved in col/rowData — retrieveSCEIndex"><meta property="og:description" content="Originally written in retrieveFeatureIndex.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Retrieve cell/feature index by giving identifiers saved in col/rowData — retrieveSCEIndex • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Retrieve cell/feature index by giving identifiers saved in col/rowData — retrieveSCEIndex"><meta property="og:description" content="Originally written in retrieveFeatureIndex.
 Modified for also retrieving cell indices and only working for
 SingleCellExperiment object. This will return indices of
 features among the rowData/colData. Partial matching (i.e.
@@ -7,7 +7,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -21,7 +21,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -29,7 +29,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -38,7 +38,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -63,7 +63,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -184,20 +184,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -228,42 +228,42 @@ <h1>Retrieve cell/feature index by giving identifiers saved in col/rowData</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object. Required</p></dd>
 
 
-<dt>IDs</dt>
+<dt id="arg-ids">IDs<a class="anchor" aria-label="anchor" href="#arg-ids"></a></dt>
 <dd><p>Character vector of identifiers for features or cells to find in
 <code>rowData</code> or <code>colData</code> of <code>inSCE</code></p></dd>
 
 
-<dt>axis</dt>
+<dt id="arg-axis">axis<a class="anchor" aria-label="anchor" href="#arg-axis"></a></dt>
 <dd><p>A character scalar to specify whether to search for features or
 cells. Use <code>"row"</code>, <code>"feature"</code> or <code>"gene"</code> for features;
 <code>"col"</code> or <code>"cell"</code> for cells.</p></dd>
 
 
-<dt>by</dt>
+<dt id="arg-by">by<a class="anchor" aria-label="anchor" href="#arg-by"></a></dt>
 <dd><p>Character. In which column to search for features/cells in
 <code>rowData</code>/<code>colData</code>. Default <code>NULL</code> for search the
 <code>rownames</code>/<code>colnames</code></p></dd>
 
 
-<dt>exactMatch</dt>
+<dt id="arg-exactmatch">exactMatch<a class="anchor" aria-label="anchor" href="#arg-exactmatch"></a></dt>
 <dd><p>A logical scalar. Whether to only identify exact matches
 or to identify partial matches using <code><a href="https://rdrr.io/r/base/grep.html" class="external-link">grep</a></code>. Default <code>TRUE</code></p></dd>
 
 
-<dt>firstMatch</dt>
+<dt id="arg-firstmatch">firstMatch<a class="anchor" aria-label="anchor" href="#arg-firstmatch"></a></dt>
 <dd><p>A logical scalar. Whether to only identify the first
 matches or to return all plausible matches. Default <code>TRUE</code></p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A unique, non-NA numeric vector of indices for the matching
+    <p>A unique, non-NA numeric vector of indices for the matching
 features/cells in <code>inSCE</code>.</p>
     </div>
     <div id="author">
@@ -291,15 +291,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runBBKNN.html b/docs/reference/runBBKNN.html
index 08182310f..8b73b21cc 100644
--- a/docs/reference/runBBKNN.html
+++ b/docs/reference/runBBKNN.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Apply BBKNN batch effect correction method to SingleCellExperiment object — runBBKNN • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Apply BBKNN batch effect correction method to SingleCellExperiment object — runBBKNN"><meta property="og:description" content="BBKNN, an extremely fast graph-based data integration algorithm. It modifies
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Apply BBKNN batch effect correction method to SingleCellExperiment object — runBBKNN • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Apply BBKNN batch effect correction method to SingleCellExperiment object — runBBKNN"><meta property="og:description" content="BBKNN, an extremely fast graph-based data integration algorithm. It modifies
 the neighbourhood construction step to produce a graph that is balanced
 across all batches of the data."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -223,28 +223,30 @@ <h1>Apply BBKNN batch effect correction method to SingleCellExperiment object</h
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A single character indicating the name of the assay requiring
 batch correction. Default <code>"logcounts"</code>.</p></dd>
 
 
-<dt>batch</dt>
+<dt id="arg-batch">batch<a class="anchor" aria-label="anchor" href="#arg-batch"></a></dt>
 <dd><p>A single character indicating a field in <code>colData</code> that
 annotates the batches of each cell; or a vector/factor with the same length
 as the number of cells. Default <code>"batch"</code>.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>A single character. The name for the corrected
 low-dimensional representation. Will be saved to <code>reducedDim(inSCE)</code>.
 Default <code>"BBKNN"</code>.</p></dd>
 
 
-<dt>nComponents</dt>
+<dt id="arg-ncomponents">nComponents<a class="anchor" aria-label="anchor" href="#arg-ncomponents"></a></dt>
 <dd><p>An integer. Number of principle components or the
 dimensionality, adopted in the pre-PCA-computation step, the BBKNN step (for
 how many PCs the algorithm takes into account), and the final UMAP
@@ -254,9 +256,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input SingleCellExperiment object with
+    <p>The input SingleCellExperiment object with
 <code>reducedDim(inSCE, reducedDimName)</code> updated.</p>
     </div>
     <div id="references">
@@ -266,12 +266,12 @@ <h2>References</h2>
 
     <div id="ref-examples">
     <h2>Examples</h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">'sceBatches'</span>, package <span class="op">=</span> <span class="st">'singleCellTK'</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">logcounts</span><span class="op">(</span><span class="va">sceBatches</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log1p</a></span><span class="op">(</span><span class="fu">counts</span><span class="op">(</span><span class="va">sceBatches</span><span class="op">)</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sceBatches</span> <span class="op">&lt;-</span> <span class="fu">runBBKNN</span><span class="op">(</span><span class="va">sceBatches</span>, useAssay <span class="op">=</span> <span class="st">"logcounts"</span>,</span></span>
 <span class="r-in"><span>                       nComponents <span class="op">=</span> <span class="fl">10</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -286,15 +286,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runBarcodeRankDrops.html b/docs/reference/runBarcodeRankDrops.html
index c263d7936..ac0eac9c3 100644
--- a/docs/reference/runBarcodeRankDrops.html
+++ b/docs/reference/runBarcodeRankDrops.html
@@ -1,12 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Identify empty droplets using barcodeRanks. — runBarcodeRankDrops • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Identify empty droplets using barcodeRanks. — runBarcodeRankDrops"><meta property="og:description" content="Run barcodeRanks on a count matrix
-provided in a SingleCellExperiment object. Distinguish between 
-droplets containing cells and ambient RNA in a droplet-based single-cell RNA 
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Identify empty droplets using barcodeRanks. — runBarcodeRankDrops • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Identify empty droplets using barcodeRanks. — runBarcodeRankDrops"><meta property="og:description" content="Run barcodeRanks on a count matrix
+provided in a SingleCellExperiment object. Distinguish between
+droplets containing cells and ambient RNA in a droplet-based single-cell RNA
 sequencing experiment."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,20 +183,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -208,8 +208,8 @@ <h1>Identify empty droplets using <a href="https://rdrr.io/pkg/DropletUtils/man/
 
     <div class="ref-description">
     <p>Run <a href="https://rdrr.io/pkg/DropletUtils/man/barcodeRanks.html" class="external-link">barcodeRanks</a> on a count matrix
-provided in a SingleCellExperiment object. Distinguish between 
-droplets containing cells and ambient RNA in a droplet-based single-cell RNA 
+provided in a SingleCellExperiment object. Distinguish between
+droplets containing cells and ambient RNA in a droplet-based single-cell RNA
 sequencing experiment.</p>
     </div>
 
@@ -226,50 +226,50 @@ <h1>Identify empty droplets using <a href="https://rdrr.io/pkg/DropletUtils/man/
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
-<dd><p>A SingleCellExperiment object. Must contain a raw 
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
+<dd><p>A SingleCellExperiment object. Must contain a raw
 counts matrix before empty droplets have been removed.</p></dd>
 
 
-<dt>sample</dt>
-<dd><p>Character vector or colData variable name. Indicates which 
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
+<dd><p>Character vector or colData variable name. Indicates which
 sample each cell belongs to. Default <code>NULL</code>.</p></dd>
 
 
-<dt>useAssay</dt>
-<dd><p>A string specifying which assay in the SCE to use. Default 
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
+<dd><p>A string specifying which assay in the SCE to use. Default
 <code>"counts"</code></p></dd>
 
 
-<dt>lower</dt>
-<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/barcodeRanks.html" class="external-link">barcodeRanks</a> for more information. 
+<dt id="arg-lower">lower<a class="anchor" aria-label="anchor" href="#arg-lower"></a></dt>
+<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/barcodeRanks.html" class="external-link">barcodeRanks</a> for more information.
 Default <code>100</code>.</p></dd>
 
 
-<dt>fitBounds</dt>
-<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/barcodeRanks.html" class="external-link">barcodeRanks</a> for more information. 
+<dt id="arg-fitbounds">fitBounds<a class="anchor" aria-label="anchor" href="#arg-fitbounds"></a></dt>
+<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/barcodeRanks.html" class="external-link">barcodeRanks</a> for more information.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>df</dt>
-<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/barcodeRanks.html" class="external-link">barcodeRanks</a> for more information. Default 
+<dt id="arg-df">df<a class="anchor" aria-label="anchor" href="#arg-df"></a></dt>
+<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/barcodeRanks.html" class="external-link">barcodeRanks</a> for more information. Default
 <code>20</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A SingleCellExperiment object with the
+    <p>A SingleCellExperiment object with the
 <a href="https://rdrr.io/pkg/DropletUtils/man/barcodeRanks.html" class="external-link">barcodeRanks</a> output table appended to the
 colData slot. The columns include
-<code>dropletUtils_BarcodeRank_Knee</code> and 
+<code>dropletUtils_BarcodeRank_Knee</code> and
 <code>dropletUtils_barcodeRank_inflection</code>. Please refer to the documentation
 of <a href="https://rdrr.io/pkg/DropletUtils/man/barcodeRanks.html" class="external-link">barcodeRanks</a> for details.</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
-    <div class="dont-index"><p><code><a href="https://rdrr.io/pkg/DropletUtils/man/barcodeRanks.html" class="external-link">barcodeRanks</a></code>, 
+    <div class="dont-index"><p><code><a href="https://rdrr.io/pkg/DropletUtils/man/barcodeRanks.html" class="external-link">barcodeRanks</a></code>,
 <code><a href="runDropletQC.html">runDropletQC</a></code>, <code><a href="plotBarcodeRankDropsResults.html">plotBarcodeRankDropsResults</a></code></p></div>
     </div>
 
@@ -277,7 +277,7 @@ <h2>See also</h2>
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runBarcodeRankDrops</span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:43 2024 ... Running 'barcodeRanks'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:16 2025 ... Running 'barcodeRanks'</span>
 </code></pre></div>
     </div>
   </div>
@@ -292,15 +292,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runBcds.html b/docs/reference/runBcds.html
index 465385200..74953ca2b 100644
--- a/docs/reference/runBcds.html
+++ b/docs/reference/runBcds.html
@@ -1,12 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Find doublets/multiplets using bcds. — runBcds • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Find doublets/multiplets using bcds. — runBcds"><meta property="og:description" content="A wrapper function for bcds. Annotate
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Find doublets/multiplets using bcds. — runBcds • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Find doublets/multiplets using bcds. — runBcds"><meta property="og:description" content="A wrapper function for bcds. Annotate
  doublets/multiplets using a binary classification approach to discriminate
  artificial doublets from original data. Generate a doublet
  score for each cell. Infer doublets if estNdbl is TRUE."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,20 +183,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -231,77 +231,75 @@ <h1>Find doublets/multiplets using <a href="https://rdrr.io/pkg/scds/man/bcds.ht
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A SingleCellExperiment object.</p></dd>
 
 
-<dt>sample</dt>
-<dd><p>Character vector or colData variable name. Indicates which 
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
+<dd><p>Character vector or colData variable name. Indicates which
 sample each cell belongs to. Default <code>NULL</code>.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>Seed for the random number generator, can be <code>NULL</code>. Default
 <code>12345</code>.</p></dd>
 
 
-<dt>ntop</dt>
+<dt id="arg-ntop">ntop<a class="anchor" aria-label="anchor" href="#arg-ntop"></a></dt>
 <dd><p>See <a href="https://rdrr.io/pkg/scds/man/bcds.html" class="external-link">bcds</a> for more information. Default <code>500</code>.</p></dd>
 
 
-<dt>srat</dt>
+<dt id="arg-srat">srat<a class="anchor" aria-label="anchor" href="#arg-srat"></a></dt>
 <dd><p>See <a href="https://rdrr.io/pkg/scds/man/bcds.html" class="external-link">bcds</a> for more information. Default <code>1</code>.</p></dd>
 
 
-<dt>verb</dt>
+<dt id="arg-verb">verb<a class="anchor" aria-label="anchor" href="#arg-verb"></a></dt>
 <dd><p>See <a href="https://rdrr.io/pkg/scds/man/bcds.html" class="external-link">bcds</a> for more information. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>retRes</dt>
-<dd><p>See <a href="https://rdrr.io/pkg/scds/man/bcds.html" class="external-link">bcds</a> for more information. Default 
+<dt id="arg-retres">retRes<a class="anchor" aria-label="anchor" href="#arg-retres"></a></dt>
+<dd><p>See <a href="https://rdrr.io/pkg/scds/man/bcds.html" class="external-link">bcds</a> for more information. Default
 <code>FALSE</code>.</p></dd>
 
 
-<dt>nmax</dt>
-<dd><p>See <a href="https://rdrr.io/pkg/scds/man/bcds.html" class="external-link">bcds</a> for more information. Default 
+<dt id="arg-nmax">nmax<a class="anchor" aria-label="anchor" href="#arg-nmax"></a></dt>
+<dd><p>See <a href="https://rdrr.io/pkg/scds/man/bcds.html" class="external-link">bcds</a> for more information. Default
 <code>"tune"</code>.</p></dd>
 
 
-<dt>varImp</dt>
-<dd><p>See <a href="https://rdrr.io/pkg/scds/man/bcds.html" class="external-link">bcds</a> for more information. Default 
+<dt id="arg-varimp">varImp<a class="anchor" aria-label="anchor" href="#arg-varimp"></a></dt>
+<dd><p>See <a href="https://rdrr.io/pkg/scds/man/bcds.html" class="external-link">bcds</a> for more information. Default
 <code>FALSE</code>.</p></dd>
 
 
-<dt>estNdbl</dt>
-<dd><p>See <a href="https://rdrr.io/pkg/scds/man/bcds.html" class="external-link">bcds</a> for more information. Default 
+<dt id="arg-estndbl">estNdbl<a class="anchor" aria-label="anchor" href="#arg-estndbl"></a></dt>
+<dd><p>See <a href="https://rdrr.io/pkg/scds/man/bcds.html" class="external-link">bcds</a> for more information. Default
 <code>FALSE</code>.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A string specifying which assay in <code>inSCE</code> to use.
 Default <code>"counts"</code></p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A SingleCellExperiment object with <a href="https://rdrr.io/pkg/scds/man/bcds.html" class="external-link">bcds</a></p>
- 
-
-<p>output appended to the colData slot. The columns include 
-<em>bcds_score</em> and optionally <em>bcds_call</em>. Please refer to the 
+    <p>A SingleCellExperiment object with <a href="https://rdrr.io/pkg/scds/man/bcds.html" class="external-link">bcds</a>
+output appended to the colData slot. The columns include
+<em>bcds_score</em> and optionally <em>bcds_call</em>. Please refer to the
 documentation of <a href="https://rdrr.io/pkg/scds/man/bcds.html" class="external-link">bcds</a> for details.</p>
     </div>
     <div id="details">
     <h2>Details</h2>
     <p>When the argument <code>sample</code> is specified, <a href="https://rdrr.io/pkg/scds/man/bcds.html" class="external-link">bcds</a> will
-be run on cells from each sample separately. If <code>sample = NULL</code>, then 
+be run on cells from each sample separately. If <code>sample = NULL</code>, then
 all cells will be processed together.</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
-    <div class="dont-index"><p><code><a href="https://rdrr.io/pkg/scds/man/bcds.html" class="external-link">bcds</a></code>, <code><a href="plotBcdsResults.html">plotBcdsResults</a></code>, 
+    <div class="dont-index"><p><code><a href="https://rdrr.io/pkg/scds/man/bcds.html" class="external-link">bcds</a></code>, <code><a href="plotBcdsResults.html">plotBcdsResults</a></code>,
 <code><a href="runCellQC.html">runCellQC</a></code></p></div>
     </div>
 
@@ -310,7 +308,7 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runBcds</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:44 2024 ... Running 'bcds'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:17 2025 ... Running 'bcds'</span>
 </code></pre></div>
     </div>
   </div>
@@ -325,15 +323,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runCellQC.html b/docs/reference/runCellQC.html
index 36a50bb1f..51a22ba9d 100644
--- a/docs/reference/runCellQC.html
+++ b/docs/reference/runCellQC.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Perform comprehensive single cell QC — runCellQC • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Perform comprehensive single cell QC — runCellQC"><meta property="og:description" content="A wrapper function to run several QC algorithms on a
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Perform comprehensive single cell QC — runCellQC • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Perform comprehensive single cell QC — runCellQC"><meta property="og:description" content="A wrapper function to run several QC algorithms on a
  SingleCellExperiment
  object containing cells after empty droplets have been removed."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -237,101 +237,99 @@ <h1>Perform comprehensive single cell QC</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object.</p></dd>
 
 
-<dt>algorithms</dt>
+<dt id="arg-algorithms">algorithms<a class="anchor" aria-label="anchor" href="#arg-algorithms"></a></dt>
 <dd><p>Character vector. Specify which QC algorithms to run.
-Available options are "QCMetrics", "scrublet", "doubletFinder", "scDblFinder", 
+Available options are "QCMetrics", "scrublet", "doubletFinder", "scDblFinder",
 "cxds", "bcds", "cxds_bcds_hybrid", "decontX" and "soupX".</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>Character vector. Indicates which sample each cell belongs to.
 Algorithms will be run on cells from each sample separately.</p></dd>
 
 
-<dt>collectionName</dt>
-<dd><p>Character. Name of a <code>GeneSetCollection</code> obtained by 
+<dt id="arg-collectionname">collectionName<a class="anchor" aria-label="anchor" href="#arg-collectionname"></a></dt>
+<dd><p>Character. Name of a <code>GeneSetCollection</code> obtained by
 using one of the importGeneSet* functions. Default <code>NULL</code>.</p></dd>
 
 
-<dt>geneSetList</dt>
+<dt id="arg-genesetlist">geneSetList<a class="anchor" aria-label="anchor" href="#arg-genesetlist"></a></dt>
 <dd><p>See <code>runPerCellQC</code>. Default NULL.</p></dd>
 
 
-<dt>geneSetListLocation</dt>
+<dt id="arg-genesetlistlocation">geneSetListLocation<a class="anchor" aria-label="anchor" href="#arg-genesetlistlocation"></a></dt>
 <dd><p>See <code>runPerCellQC</code>. Default NULL.</p></dd>
 
 
-<dt>geneSetCollection</dt>
+<dt id="arg-genesetcollection">geneSetCollection<a class="anchor" aria-label="anchor" href="#arg-genesetcollection"></a></dt>
 <dd><p>See <code>runPerCellQC</code>. Default NULL.</p></dd>
 
 
-<dt>mitoRef, mitoIDType, mitoPrefix, mitoID, mitoGeneLocation</dt>
-<dd><p>Arguments used to 
-import mitochondrial genes and quantify their expression. Please see 
+<dt id="arg-mitoref-mitoidtype-mitoprefix-mitoid-mitogenelocation">mitoRef, mitoIDType, mitoPrefix, mitoID, mitoGeneLocation<a class="anchor" aria-label="anchor" href="#arg-mitoref-mitoidtype-mitoprefix-mitoid-mitogenelocation"></a></dt>
+<dd><p>Arguments used to
+import mitochondrial genes and quantify their expression. Please see
 <a href="runPerCellQC.html">runPerCellQC</a> for detailed information.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A string specifying which assay contains the count
 matrix for cells.</p></dd>
 
 
-<dt>background</dt>
+<dt id="arg-background">background<a class="anchor" aria-label="anchor" href="#arg-background"></a></dt>
 <dd><p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a>
-with the matrix located in the assay slot under <code>bgAssayName</code>. It should have 
-the same structure as inSCE except it contains the matrix of empty droplets instead 
-of cells. When supplied, empirical distribution of transcripts from these 
-empty droplets will be used as the contamination distribution. It is only used in 
+with the matrix located in the assay slot under <code>bgAssayName</code>. It should have
+the same structure as inSCE except it contains the matrix of empty droplets instead
+of cells. When supplied, empirical distribution of transcripts from these
+empty droplets will be used as the contamination distribution. It is only used in
 algorithms "decontX" and "soupX". Default NULL.</p></dd>
 
 
-<dt>bgAssayName</dt>
-<dd><p>Character. Name of the assay to use if background is a 
+<dt id="arg-bgassayname">bgAssayName<a class="anchor" aria-label="anchor" href="#arg-bgassayname"></a></dt>
+<dd><p>Character. Name of the assay to use if background is a
 <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a>. If NULL, the function
-will use the same value as <code>useAssay</code>. It is only used in algorithms 
+will use the same value as <code>useAssay</code>. It is only used in algorithms
 "decontX" and "soupX". Default is NULL.</p></dd>
 
 
-<dt>bgBatch</dt>
-<dd><p>Batch labels for <code>background</code>. If <code>background</code> is a 
-<a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object, this can be a single 
-character specifying a name that can be found in <code>colData(background)</code> 
+<dt id="arg-bgbatch">bgBatch<a class="anchor" aria-label="anchor" href="#arg-bgbatch"></a></dt>
+<dd><p>Batch labels for <code>background</code>. If <code>background</code> is a
+<a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object, this can be a single
+character specifying a name that can be found in <code>colData(background)</code>
 to directly use the barcode annotation Its unique values should be the same
-as those in <code>sample</code>, such that each batch of cells have their corresponding 
+as those in <code>sample</code>, such that each batch of cells have their corresponding
 batch of empty droplets as background, pointed by this parameter. It is only used in
 algorithms "decontX" and "soupX". Default to NULL.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>Seed for the random number generator. Default 12345.</p></dd>
 
 
-<dt>paramsList</dt>
+<dt id="arg-paramslist">paramsList<a class="anchor" aria-label="anchor" href="#arg-paramslist"></a></dt>
 <dd><p>A list containing parameters for QC functions. Default NULL.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>SingleCellExperiment object containing the outputs of the
- specified algorithms in the colData</p>
-
-
-<p>of <code>inSCE</code>.</p>
+    <p>SingleCellExperiment object containing the outputs of the
+ specified algorithms in the colData
+of <code>inSCE</code>.</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runCellQC</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -346,15 +344,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runComBatSeq.html b/docs/reference/runComBatSeq.html
index 806a92508..de2635091 100644
--- a/docs/reference/runComBatSeq.html
+++ b/docs/reference/runComBatSeq.html
@@ -1,7 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Apply ComBat-Seq batch effect correction method to SingleCellExperiment
-object — runComBatSeq • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Apply ComBat-Seq batch effect correction method to SingleCellExperiment
-object — runComBatSeq"><meta property="og:description" content="The ComBat-Seq batch adjustment approach assumes that batch effects represent
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Apply ComBat-Seq batch effect correction method to SingleCellExperiment object — runComBatSeq • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Apply ComBat-Seq batch effect correction method to SingleCellExperiment object — runComBatSeq"><meta property="og:description" content="The ComBat-Seq batch adjustment approach assumes that batch effects represent
 non-biological but systematic shifts in the mean or variability of genomic
 features for all samples within a processing batch. It uses either parametric
 or non-parametric empirical Bayes frameworks for adjusting data for batch
@@ -9,7 +7,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +21,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +29,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +38,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +63,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,26 +184,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Apply ComBat-Seq batch effect correction method to SingleCellExperiment
-object</h1>
+    <h1>Apply ComBat-Seq batch effect correction method to SingleCellExperiment object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/runBatchCorrection.R" class="external-link"><code>R/runBatchCorrection.R</code></a></small>
     <div class="hidden name"><code>runComBatSeq.Rd</code></div>
     </div>
@@ -235,55 +232,57 @@ <h1>Apply ComBat-Seq batch effect correction method to SingleCellExperiment
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A single character indicating the name of the assay requiring
 batch correction. Default <code>"counts"</code>.</p></dd>
 
 
-<dt>batch</dt>
+<dt id="arg-batch">batch<a class="anchor" aria-label="anchor" href="#arg-batch"></a></dt>
 <dd><p>A single character indicating a field in
 <code><a href="https://rdrr.io/pkg/SummarizedExperiment/man/SummarizedExperiment-class.html" class="external-link">colData</a></code> that annotates the batches.
 Default <code>"batch"</code>.</p></dd>
 
 
-<dt>covariates</dt>
+<dt id="arg-covariates">covariates<a class="anchor" aria-label="anchor" href="#arg-covariates"></a></dt>
 <dd><p>A character vector indicating the fields in
 <code><a href="https://rdrr.io/pkg/SummarizedExperiment/man/SummarizedExperiment-class.html" class="external-link">colData</a></code> that annotates other covariates,
 such as the cell types. Default <code>NULL</code>.</p></dd>
 
 
-<dt>bioCond</dt>
+<dt id="arg-biocond">bioCond<a class="anchor" aria-label="anchor" href="#arg-biocond"></a></dt>
 <dd><p>A single character indicating a field in
 <code><a href="https://rdrr.io/pkg/SummarizedExperiment/man/SummarizedExperiment-class.html" class="external-link">colData</a></code> that annotates the biological
 conditions. Default <code>NULL</code>.</p></dd>
 
 
-<dt>useSVA</dt>
+<dt id="arg-usesva">useSVA<a class="anchor" aria-label="anchor" href="#arg-usesva"></a></dt>
 <dd><p>A logical scalar. Whether to estimate surrogate variables and
 use them as an empirical control. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>assayName</dt>
+<dt id="arg-assayname">assayName<a class="anchor" aria-label="anchor" href="#arg-assayname"></a></dt>
 <dd><p>A single characeter. The name for the corrected assay. Will
 be saved to <code><a href="https://rdrr.io/pkg/SummarizedExperiment/man/SummarizedExperiment-class.html" class="external-link">assay</a></code>. Default
 <code>"ComBat"</code>.</p></dd>
 
 
-<dt>shrink</dt>
+<dt id="arg-shrink">shrink<a class="anchor" aria-label="anchor" href="#arg-shrink"></a></dt>
 <dd><p>A logical scalar. Whether to apply shrinkage on parameter
 estimation. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>shrinkDisp</dt>
+<dt id="arg-shrinkdisp">shrinkDisp<a class="anchor" aria-label="anchor" href="#arg-shrinkdisp"></a></dt>
 <dd><p>A logical scalar. Whether to apply shrinkage on dispersion.
 Default <code>FALSE</code>.</p></dd>
 
 
-<dt>nGene</dt>
+<dt id="arg-ngene">nGene<a class="anchor" aria-label="anchor" href="#arg-ngene"></a></dt>
 <dd><p>An integer. Number of random genes to use in empirical Bayes
 estimation, only useful when <code>shrink</code> is set to <code>TRUE</code>. Default
 <code>NULL</code>.</p></dd>
@@ -291,9 +290,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input SingleCellExperiment object with
+    <p>The input SingleCellExperiment object with
 <code>assay(inSCE, assayName)</code> updated.</p>
     </div>
     <div id="details">
@@ -343,15 +340,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runCxds.html b/docs/reference/runCxds.html
index 62212ca85..9b3c93c71 100644
--- a/docs/reference/runCxds.html
+++ b/docs/reference/runCxds.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Find doublets/multiplets using cxds. — runCxds • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Find doublets/multiplets using cxds. — runCxds"><meta property="og:description" content="A wrapper function for cxds. Annotate
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Find doublets/multiplets using cxds. — runCxds • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Find doublets/multiplets using cxds. — runCxds"><meta property="og:description" content="A wrapper function for cxds. Annotate
 doublets/multiplets using co-expression based approach. Generate a doublet
 score for each cell. Infer doublets if estNdbl is TRUE."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -227,67 +227,65 @@ <h1>Find doublets/multiplets using <a href="https://rdrr.io/pkg/scds/man/cxds.ht
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A SingleCellExperiment object.</p></dd>
 
 
-<dt>sample</dt>
-<dd><p>Character vector or colData variable name. Indicates which 
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
+<dd><p>Character vector or colData variable name. Indicates which
 sample each cell belongs to. Default <code>NULL</code>.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>Seed for the random number generator, can be <code>NULL</code>. Default
 <code>12345</code>.</p></dd>
 
 
-<dt>ntop</dt>
+<dt id="arg-ntop">ntop<a class="anchor" aria-label="anchor" href="#arg-ntop"></a></dt>
 <dd><p>See <a href="https://rdrr.io/pkg/scds/man/cxds.html" class="external-link">cxds</a> for more information. Default <code>500</code>.</p></dd>
 
 
-<dt>binThresh</dt>
-<dd><p>See <a href="https://rdrr.io/pkg/scds/man/cxds.html" class="external-link">cxds</a> for more information. Default 
+<dt id="arg-binthresh">binThresh<a class="anchor" aria-label="anchor" href="#arg-binthresh"></a></dt>
+<dd><p>See <a href="https://rdrr.io/pkg/scds/man/cxds.html" class="external-link">cxds</a> for more information. Default
 <code>0</code>.</p></dd>
 
 
-<dt>verb</dt>
+<dt id="arg-verb">verb<a class="anchor" aria-label="anchor" href="#arg-verb"></a></dt>
 <dd><p>See <a href="https://rdrr.io/pkg/scds/man/cxds.html" class="external-link">cxds</a> for more information. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>retRes</dt>
-<dd><p>See <a href="https://rdrr.io/pkg/scds/man/cxds.html" class="external-link">cxds</a> for more information. Default 
+<dt id="arg-retres">retRes<a class="anchor" aria-label="anchor" href="#arg-retres"></a></dt>
+<dd><p>See <a href="https://rdrr.io/pkg/scds/man/cxds.html" class="external-link">cxds</a> for more information. Default
 <code>FALSE</code>.</p></dd>
 
 
-<dt>estNdbl</dt>
-<dd><p>See <a href="https://rdrr.io/pkg/scds/man/cxds.html" class="external-link">cxds</a> for more information. Default 
+<dt id="arg-estndbl">estNdbl<a class="anchor" aria-label="anchor" href="#arg-estndbl"></a></dt>
+<dd><p>See <a href="https://rdrr.io/pkg/scds/man/cxds.html" class="external-link">cxds</a> for more information. Default
 <code>FALSE</code>.</p></dd>
 
 
-<dt>useAssay</dt>
-<dd><p>A string specifying which assay in the SCE to use. Default 
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
+<dd><p>A string specifying which assay in the SCE to use. Default
 <code>"counts"</code></p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A SingleCellExperiment object with <a href="https://rdrr.io/pkg/scds/man/cxds.html" class="external-link">cxds</a></p>
- 
-
-<p>output appended to the colData slot. The columns include 
+    <p>A SingleCellExperiment object with <a href="https://rdrr.io/pkg/scds/man/cxds.html" class="external-link">cxds</a>
+output appended to the colData slot. The columns include
 <em>cxds_score</em> and optionally <em>cxds_call</em>.</p>
     </div>
     <div id="details">
     <h2>Details</h2>
     <p>When the argument <code>sample</code> is specified, <a href="https://rdrr.io/pkg/scds/man/cxds.html" class="external-link">cxds</a> will
-be run on cells from each sample separately. If <code>sample = NULL</code>, then 
+be run on cells from each sample separately. If <code>sample = NULL</code>, then
 all cells will be processed together.</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
-    <div class="dont-index"><p><code><a href="https://rdrr.io/pkg/scds/man/cxds.html" class="external-link">cxds</a></code>, <code><a href="plotCxdsResults.html">plotCxdsResults</a></code>, 
+    <div class="dont-index"><p><code><a href="https://rdrr.io/pkg/scds/man/cxds.html" class="external-link">cxds</a></code>, <code><a href="plotCxdsResults.html">plotCxdsResults</a></code>,
 <code><a href="runCellQC.html">runCellQC</a></code></p></div>
     </div>
 
@@ -296,7 +294,7 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runCxds</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:48 2024 ... Running 'cxds'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:21 2025 ... Running 'cxds'</span>
 </code></pre></div>
     </div>
   </div>
@@ -311,15 +309,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runCxdsBcdsHybrid.html b/docs/reference/runCxdsBcdsHybrid.html
index cfd5613d9..8ac08c6ae 100644
--- a/docs/reference/runCxdsBcdsHybrid.html
+++ b/docs/reference/runCxdsBcdsHybrid.html
@@ -1,12 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Find doublets/multiplets using cxds_bcds_hybrid. — runCxdsBcdsHybrid • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Find doublets/multiplets using cxds_bcds_hybrid. — runCxdsBcdsHybrid"><meta property="og:description" content="A wrapper function for cxds_bcds_hybrid. Annotate
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Find doublets/multiplets using cxds_bcds_hybrid. — runCxdsBcdsHybrid • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Find doublets/multiplets using cxds_bcds_hybrid. — runCxdsBcdsHybrid"><meta property="og:description" content="A wrapper function for cxds_bcds_hybrid. Annotate
  doublets/multiplets using a binary classification approach to discriminate
  artificial doublets from original data. Generate a doublet
  score for each cell. Infer doublets if estNdbl is TRUE."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,20 +183,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -230,62 +230,59 @@ <h1>Find doublets/multiplets using <a href="https://rdrr.io/pkg/scds/man/cxds_bc
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object.
 Needs <code>counts</code> in assays slot.</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>Character vector. Indicates which sample each cell belongs to.
 <a href="https://rdrr.io/pkg/scds/man/cxds_bcds_hybrid.html" class="external-link">cxds_bcds_hybrid</a> will be run on cells from each sample
 separately. If NULL, then all cells will be processed together.
 Default NULL.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>Seed for the random number generator. Default 12345.</p></dd>
 
 
-<dt>nTop</dt>
+<dt id="arg-ntop">nTop<a class="anchor" aria-label="anchor" href="#arg-ntop"></a></dt>
 <dd><p>The number of top varialbe genes to consider. Used in both <code>csds</code>
 and <code>bcds</code>. Default <code>500</code>.</p></dd>
 
 
-<dt>cxdsArgs</dt>
+<dt id="arg-cxdsargs">cxdsArgs<a class="anchor" aria-label="anchor" href="#arg-cxdsargs"></a></dt>
 <dd><p>See <a href="https://rdrr.io/pkg/scds/man/cxds_bcds_hybrid.html" class="external-link">cxds_bcds_hybrid</a> for more information. Default <code>NULL</code>.</p></dd>
 
 
-<dt>bcdsArgs</dt>
+<dt id="arg-bcdsargs">bcdsArgs<a class="anchor" aria-label="anchor" href="#arg-bcdsargs"></a></dt>
 <dd><p>See <a href="https://rdrr.io/pkg/scds/man/cxds_bcds_hybrid.html" class="external-link">cxds_bcds_hybrid</a> for more information. Default <code>NULL</code>.</p></dd>
 
 
-<dt>verb</dt>
+<dt id="arg-verb">verb<a class="anchor" aria-label="anchor" href="#arg-verb"></a></dt>
 <dd><p>See <a href="https://rdrr.io/pkg/scds/man/cxds_bcds_hybrid.html" class="external-link">cxds_bcds_hybrid</a> for more information. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>estNdbl</dt>
+<dt id="arg-estndbl">estNdbl<a class="anchor" aria-label="anchor" href="#arg-estndbl"></a></dt>
 <dd><p>See <a href="https://rdrr.io/pkg/scds/man/cxds_bcds_hybrid.html" class="external-link">cxds_bcds_hybrid</a> for more information. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>force</dt>
+<dt id="arg-force">force<a class="anchor" aria-label="anchor" href="#arg-force"></a></dt>
 <dd><p>See <a href="https://rdrr.io/pkg/scds/man/cxds_bcds_hybrid.html" class="external-link">cxds_bcds_hybrid</a> for more information. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A string specifying which assay in the SCE to use.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object with</p>
-<p></p>
-<p><a href="https://rdrr.io/pkg/scds/man/cxds_bcds_hybrid.html" class="external-link">cxds_bcds_hybrid</a> output appended to the</p>
-<p></p>
-<p>colData slot. The columns include</p>
-<p></p>
-<p><em>hybrid_score</em> and optionally <em>hybrid_call</em>.
+    <p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object with
+ <a href="https://rdrr.io/pkg/scds/man/cxds_bcds_hybrid.html" class="external-link">cxds_bcds_hybrid</a> output appended to the
+ colData slot. The columns include
+ <em>hybrid_score</em> and optionally <em>hybrid_call</em>.
  Please refer to the documentation of <a href="https://rdrr.io/pkg/scds/man/cxds_bcds_hybrid.html" class="external-link">cxds_bcds_hybrid</a> for
  details.</p>
     </div>
@@ -295,7 +292,7 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runCxdsBcdsHybrid</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:48 2024 ... Running 'cxds_bcds_hybrid'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:22 2025 ... Running 'cxds_bcds_hybrid'</span>
 </code></pre></div>
     </div>
   </div>
@@ -310,15 +307,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runDEAnalysis.html b/docs/reference/runDEAnalysis.html
index 1479c6f33..1e0b35420 100644
--- a/docs/reference/runDEAnalysis.html
+++ b/docs/reference/runDEAnalysis.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Perform differential expression analysis on SCE object — runDEAnalysis • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Perform differential expression analysis on SCE object — runDEAnalysis"><meta property="og:description" content="Perform differential expression analysis on SCE object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Perform differential expression analysis on SCE object — runDEAnalysis • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Perform differential expression analysis on SCE object — runDEAnalysis"><meta property="og:description" content="Perform differential expression analysis on SCE object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -335,39 +335,41 @@ <h1>Perform differential expression analysis on SCE object</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>SingleCellExperiment inherited object.</p></dd>
 
 
-<dt>method</dt>
+<dt id="arg-method">method<a class="anchor" aria-label="anchor" href="#arg-method"></a></dt>
 <dd><p>Character. Specify which method to use when using
 <code>runDEAnalysis()</code>. Choose from <code>"wilcox"</code>, <code>"MAST"</code>,
 <code>"DESeq2"</code>, <code>"Limma"</code>, <code>"ANOVA"</code>. Default <code>"wilcox"</code>.</p></dd>
 
 
-<dt>...</dt>
+<dt id="arg--">...<a class="anchor" aria-label="anchor" href="#arg--"></a></dt>
 <dd><p>Arguments to pass to specific methods when using the generic
 <code>runDEAnalysis()</code>.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>character. A string specifying which assay to use for the
 DE regression. Ignored when <code>useReducedDim</code> is specified. Default
 <code>"counts"</code> for DESeq2, <code>"logcounts"</code> for other methods.</p></dd>
 
 
-<dt>useReducedDim</dt>
+<dt id="arg-usereduceddim">useReducedDim<a class="anchor" aria-label="anchor" href="#arg-usereduceddim"></a></dt>
 <dd><p>character. A string specifying which reducedDim to use
 for DE analysis. Will treat the dimensions as features. Default <code>NULL</code>.</p></dd>
 
 
-<dt>index1</dt>
+<dt id="arg-index-">index1<a class="anchor" aria-label="anchor" href="#arg-index-"></a></dt>
 <dd><p>Any type of indices that can subset a
 SingleCellExperiment inherited object by cells. Specifies
 which cells are of interests. Default <code>NULL</code>.</p></dd>
 
 
-<dt>index2</dt>
+<dt id="arg-index-">index2<a class="anchor" aria-label="anchor" href="#arg-index-"></a></dt>
 <dd><p>Any type of indices that can subset a
 SingleCellExperiment inherited object by cells. specifies
 the control group against those specified by <code>index1</code>. If
@@ -375,105 +377,103 @@ <h2>Arguments</h2>
 compared with all other cells. Default <code>NULL</code>.</p></dd>
 
 
-<dt>class</dt>
+<dt id="arg-class">class<a class="anchor" aria-label="anchor" href="#arg-class"></a></dt>
 <dd><p>A vector/factor with <code>ncol(inSCE)</code> elements, or a character
 scalar that specifies a column name of <code>colData(inSCE)</code>. Default
 <code>"cluster"</code>.</p></dd>
 
 
-<dt>classGroup1</dt>
+<dt id="arg-classgroup-">classGroup1<a class="anchor" aria-label="anchor" href="#arg-classgroup-"></a></dt>
 <dd><p>a vector specifying which "levels" given in <code>class</code>
 are of interests. Default <code>c(1)</code>.</p></dd>
 
 
-<dt>classGroup2</dt>
+<dt id="arg-classgroup-">classGroup2<a class="anchor" aria-label="anchor" href="#arg-classgroup-"></a></dt>
 <dd><p>a vector specifying which "levels" given in <code>class</code>
 is the control group against those specified by <code>classGroup1</code>. If
 <code>NULL</code> when using annotation specification, <code>classGroup1</code> cells
 will be compared with all other cells. Default <code>c(2)</code>.</p></dd>
 
 
-<dt>analysisName</dt>
-<dd><p>A character scalar naming the DEG analysis. 
+<dt id="arg-analysisname">analysisName<a class="anchor" aria-label="anchor" href="#arg-analysisname"></a></dt>
+<dd><p>A character scalar naming the DEG analysis.
 Default <code>"cluster1_VS_2"</code>.</p></dd>
 
 
-<dt>groupName1</dt>
-<dd><p>A character scalar naming the group of interests. 
+<dt id="arg-groupname-">groupName1<a class="anchor" aria-label="anchor" href="#arg-groupname-"></a></dt>
+<dd><p>A character scalar naming the group of interests.
 Default <code>"cluster1"</code>.</p></dd>
 
 
-<dt>groupName2</dt>
-<dd><p>A character scalar naming the control group. 
+<dt id="arg-groupname-">groupName2<a class="anchor" aria-label="anchor" href="#arg-groupname-"></a></dt>
+<dd><p>A character scalar naming the control group.
 Default <code>"cluster2"</code>.</p></dd>
 
 
-<dt>covariates</dt>
+<dt id="arg-covariates">covariates<a class="anchor" aria-label="anchor" href="#arg-covariates"></a></dt>
 <dd><p>A character vector of additional covariates to use when
 building the model. All covariates must exist in
 <code>names(colData(inSCE))</code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>fullReduced</dt>
+<dt id="arg-fullreduced">fullReduced<a class="anchor" aria-label="anchor" href="#arg-fullreduced"></a></dt>
 <dd><p>Logical, DESeq2 only argument. Whether to apply LRT
 (Likelihood ratio test) with a 'full' model. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>onlyPos</dt>
+<dt id="arg-onlypos">onlyPos<a class="anchor" aria-label="anchor" href="#arg-onlypos"></a></dt>
 <dd><p>Whether to only output DEG with positive log2_FC value.
 Default <code>FALSE</code>.</p></dd>
 
 
-<dt>log2fcThreshold</dt>
+<dt id="arg-log-fcthreshold">log2fcThreshold<a class="anchor" aria-label="anchor" href="#arg-log-fcthreshold"></a></dt>
 <dd><p>Only out put DEGs with the absolute values of log2FC
 greater than this value. Default <code>NULL</code>.</p></dd>
 
 
-<dt>fdrThreshold</dt>
+<dt id="arg-fdrthreshold">fdrThreshold<a class="anchor" aria-label="anchor" href="#arg-fdrthreshold"></a></dt>
 <dd><p>Only out put DEGs with FDR value less than this
 value. Default <code>NULL</code>.</p></dd>
 
 
-<dt>minGroup1MeanExp</dt>
+<dt id="arg-mingroup-meanexp">minGroup1MeanExp<a class="anchor" aria-label="anchor" href="#arg-mingroup-meanexp"></a></dt>
 <dd><p>Only out put DEGs with mean expression in group1
 greater then this value. Default <code>NULL</code>.</p></dd>
 
 
-<dt>maxGroup2MeanExp</dt>
+<dt id="arg-maxgroup-meanexp">maxGroup2MeanExp<a class="anchor" aria-label="anchor" href="#arg-maxgroup-meanexp"></a></dt>
 <dd><p>Only out put DEGs with mean expression in group2
 less then this value. Default <code>NULL</code>.</p></dd>
 
 
-<dt>minGroup1ExprPerc</dt>
+<dt id="arg-mingroup-exprperc">minGroup1ExprPerc<a class="anchor" aria-label="anchor" href="#arg-mingroup-exprperc"></a></dt>
 <dd><p>Only out put DEGs expressed in greater then this
 fraction of cells in group1. Default <code>NULL</code>.</p></dd>
 
 
-<dt>maxGroup2ExprPerc</dt>
+<dt id="arg-maxgroup-exprperc">maxGroup2ExprPerc<a class="anchor" aria-label="anchor" href="#arg-maxgroup-exprperc"></a></dt>
 <dd><p>Only out put DEGs expressed in less then this
 fraction of cells in group2. Default <code>NULL</code>.</p></dd>
 
 
-<dt>overwrite</dt>
+<dt id="arg-overwrite">overwrite<a class="anchor" aria-label="anchor" href="#arg-overwrite"></a></dt>
 <dd><p>A logical scalar. Whether to overwrite result if exists.
 Default <code>FALSE</code>.</p></dd>
 
 
-<dt>verbose</dt>
+<dt id="arg-verbose">verbose<a class="anchor" aria-label="anchor" href="#arg-verbose"></a></dt>
 <dd><p>A logical scalar. Whether to show messages. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>check_sanity</dt>
+<dt id="arg-check-sanity">check_sanity<a class="anchor" aria-label="anchor" href="#arg-check-sanity"></a></dt>
 <dd><p>Logical, MAST only argument. Whether to perform MAST's
 sanity check to see if the counts are logged. Default <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input SingleCellExperiment object, where
+    <p>The input SingleCellExperiment object, where
 <code>metadata(inSCE)$diffExp</code> is updated with a list named by
 <code>analysisName</code>, with elements of:</p>
 <dl><dt>$groupNames</dt>
@@ -518,7 +518,7 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runDEAnalysis</span><span class="op">(</span>method <span class="op">=</span> <span class="st">"Limma"</span>, inSCE <span class="op">=</span> <span class="va">sce</span>, groupName1 <span class="op">=</span> <span class="st">"group1"</span>,</span></span>
 <span class="r-in"><span> groupName2 <span class="op">=</span> <span class="st">"group2"</span>, index1 <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/seq.html" class="external-link">seq</a></span><span class="op">(</span><span class="fl">20</span><span class="op">)</span>, index2 <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/seq.html" class="external-link">seq</a></span><span class="op">(</span><span class="fl">21</span>,<span class="fl">40</span><span class="op">)</span>,</span></span>
 <span class="r-in"><span> analysisName <span class="op">=</span> <span class="st">"Limma"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:50 2024 ... Running DE with limma, Analysis name: Limma</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:25 2025 ... Running DE with limma, Analysis name: Limma</span>
 <span class="r-in"><span></span></span>
 </code></pre></div>
     </div>
@@ -534,15 +534,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runDecontX.html b/docs/reference/runDecontX.html
index 84afecbf4..569a6fc58 100644
--- a/docs/reference/runDecontX.html
+++ b/docs/reference/runDecontX.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Detecting contamination with DecontX. — runDecontX • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Detecting contamination with DecontX. — runDecontX"><meta property="og:description" content="A wrapper function for decontX. Identify
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Detecting contamination with DecontX. — runDecontX • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Detecting contamination with DecontX. — runDecontX"><meta property="og:description" content="A wrapper function for decontX. Identify
  potential contamination from experimental factors such as ambient RNA."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -233,11 +233,13 @@ <h1>Detecting contamination with DecontX.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object.</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>A single character specifying a name that can be found in
 <code>colData(inSCE)</code> to directly use the cell annotation; or a character
 vector with as many elements as cells to indicates which sample each cell
@@ -245,37 +247,37 @@ <h2>Arguments</h2>
 each sample separately.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A string specifying which assay in the SCE to use. Default
 'counts'.</p></dd>
 
 
-<dt>background</dt>
+<dt id="arg-background">background<a class="anchor" aria-label="anchor" href="#arg-background"></a></dt>
 <dd><p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a>
-with the matrix located in the assay slot under <code>bgAssayName</code>. It should have 
-the same structure as inSCE except it contains the matrix of empty droplets instead 
-of cells. When supplied, empirical distribution of transcripts from these 
+with the matrix located in the assay slot under <code>bgAssayName</code>. It should have
+the same structure as inSCE except it contains the matrix of empty droplets instead
+of cells. When supplied, empirical distribution of transcripts from these
 empty droplets will be used as the contamination distribution. Default NULL.</p></dd>
 
 
-<dt>bgAssayName</dt>
-<dd><p>Character. Name of the assay to use if background is a 
+<dt id="arg-bgassayname">bgAssayName<a class="anchor" aria-label="anchor" href="#arg-bgassayname"></a></dt>
+<dd><p>Character. Name of the assay to use if background is a
 <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a>. If NULL, the function
 will use the same value as <code>useAssay</code>. Default is NULL.</p></dd>
 
 
-<dt>bgBatch</dt>
-<dd><p>Batch labels for <code>background</code>. If <code>background</code> is a 
-<a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object, this can be a single 
-character specifying a name that can be found in <code>colData(background)</code> 
-to directly use the barcode annotation; or a numeric / character vector that has  
-as many elements as barcodes to indicate which sample each barcode belongs to. Its 
-unique values should be the same as those in <code>sample</code>, such that each 
-batch of cells have their corresponding batch of empty droplets as background, 
+<dt id="arg-bgbatch">bgBatch<a class="anchor" aria-label="anchor" href="#arg-bgbatch"></a></dt>
+<dd><p>Batch labels for <code>background</code>. If <code>background</code> is a
+<a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object, this can be a single
+character specifying a name that can be found in <code>colData(background)</code>
+to directly use the barcode annotation; or a numeric / character vector that has
+as many elements as barcodes to indicate which sample each barcode belongs to. Its
+unique values should be the same as those in <code>sample</code>, such that each
+batch of cells have their corresponding batch of empty droplets as background,
 pointed by this parameter. Default to NULL.</p></dd>
 
 
-<dt>z</dt>
+<dt id="arg-z">z<a class="anchor" aria-label="anchor" href="#arg-z"></a></dt>
 <dd><p>Numeric or character vector. Cell cluster labels. If NULL,
 PCA will be used to reduce the dimensionality of the dataset initially,
 '<a href="https://jlmelville.github.io/uwot/reference/umap.html" class="external-link">umap</a>' from the 'uwot' package
@@ -284,11 +286,11 @@ <h2>Arguments</h2>
 will be used to identify clusters of broad cell types. Default NULL.</p></dd>
 
 
-<dt>maxIter</dt>
+<dt id="arg-maxiter">maxIter<a class="anchor" aria-label="anchor" href="#arg-maxiter"></a></dt>
 <dd><p>Integer. Maximum iterations of the EM algorithm. Default 500.</p></dd>
 
 
-<dt>delta</dt>
+<dt id="arg-delta">delta<a class="anchor" aria-label="anchor" href="#arg-delta"></a></dt>
 <dd><p>Numeric Vector of length 2. Concentration parameters for
 the Dirichlet prior for the contamination in each cell. The first element
 is the prior for the native counts while the second element is the prior for
@@ -306,58 +308,55 @@ <h2>Arguments</h2>
 Default <code>c(10, 10)</code>.</p></dd>
 
 
-<dt>estimateDelta</dt>
+<dt id="arg-estimatedelta">estimateDelta<a class="anchor" aria-label="anchor" href="#arg-estimatedelta"></a></dt>
 <dd><p>Boolean. Whether to update <code>delta</code> at each
 iteration.</p></dd>
 
 
-<dt>convergence</dt>
+<dt id="arg-convergence">convergence<a class="anchor" aria-label="anchor" href="#arg-convergence"></a></dt>
 <dd><p>Numeric. The EM algorithm will be stopped if the maximum
 difference in the contamination estimates between the previous and
 current iterations is less than this. Default 0.001.</p></dd>
 
 
-<dt>iterLogLik</dt>
+<dt id="arg-iterloglik">iterLogLik<a class="anchor" aria-label="anchor" href="#arg-iterloglik"></a></dt>
 <dd><p>Integer. Calculate log likelihood every <code>iterLogLik</code>
 iteration. Default 10.</p></dd>
 
 
-<dt>varGenes</dt>
+<dt id="arg-vargenes">varGenes<a class="anchor" aria-label="anchor" href="#arg-vargenes"></a></dt>
 <dd><p>Integer. The number of variable genes to use in
 dimensionality reduction before clustering. Variability is calcualted using
 <code><a href="https://rdrr.io/pkg/scran/man/modelGeneVar.html" class="external-link">modelGeneVar</a></code> function from the 'scran' package.
 Used only when z is not provided. Default 5000.</p></dd>
 
 
-<dt>dbscanEps</dt>
+<dt id="arg-dbscaneps">dbscanEps<a class="anchor" aria-label="anchor" href="#arg-dbscaneps"></a></dt>
 <dd><p>Numeric. The clustering resolution parameter
 used in '<a href="https://rdrr.io/pkg/dbscan/man/dbscan.html" class="external-link">dbscan</a>' to estimate broad cell clusters.
 Used only when z is not provided. Default 1.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>Integer. Passed to <a href="https://withr.r-lib.org/reference/with_seed.html" class="external-link">with_seed</a>. For reproducibility,
 a default value of 12345 is used. If NULL, no calls to
 <a href="https://withr.r-lib.org/reference/with_seed.html" class="external-link">with_seed</a> are made.</p></dd>
 
 
-<dt>logfile</dt>
+<dt id="arg-logfile">logfile<a class="anchor" aria-label="anchor" href="#arg-logfile"></a></dt>
 <dd><p>Character. Messages will be redirected to a file named
 `logfile`. If NULL, messages will be printed to stdout.  Default NULL.</p></dd>
 
 
-<dt>verbose</dt>
+<dt id="arg-verbose">verbose<a class="anchor" aria-label="anchor" href="#arg-verbose"></a></dt>
 <dd><p>Logical. Whether to print log messages. Default TRUE.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object with
- 'decontX_Contamination' and 'decontX_Clusters' added to the</p>
-<p></p>
-<p>colData slot. Additionally, the
+    <p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object with
+ 'decontX_Contamination' and 'decontX_Clusters' added to the
+ colData slot. Additionally, the
 decontaminated counts will be added as an assay called 'decontXCounts'.</p>
     </div>
 
@@ -366,30 +365,30 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runDecontX</span><span class="op">(</span><span class="va">sce</span><span class="op">[</span>,<span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/nrow.html" class="external-link">ncol</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span>,<span class="fl">20</span><span class="op">)</span><span class="op">]</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:51 2024 ... Running 'DecontX'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:25 2025 ... Running 'DecontX'</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> --------------------------------------------------</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Starting DecontX</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> --------------------------------------------------</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:51 2024 .. Analyzing all cells</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:51 2024 .... Generating UMAP and estimating cell types</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:55 2024 .... Estimating contamination</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:55 2024 ...... Completed iteration: 10 | converge: 0.01985</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:55 2024 ...... Completed iteration: 20 | converge: 0.01116</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:55 2024 ...... Completed iteration: 30 | converge: 0.006593</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:55 2024 ...... Completed iteration: 40 | converge: 0.003919</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:55 2024 ...... Completed iteration: 50 | converge: 0.002691</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:55 2024 ...... Completed iteration: 60 | converge: 0.002093</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:55 2024 ...... Completed iteration: 70 | converge: 0.001932</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:55 2024 ...... Completed iteration: 80 | converge: 0.001769</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:55 2024 ...... Completed iteration: 90 | converge: 0.001605</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:55 2024 ...... Completed iteration: 100 | converge: 0.00145</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:55 2024 ...... Completed iteration: 110 | converge: 0.001304</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:55 2024 ...... Completed iteration: 120 | converge: 0.001168</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:55 2024 ...... Completed iteration: 130 | converge: 0.001041</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:55 2024 ...... Completed iteration: 134 | converge: 0.0009927</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:55 2024 .. Calculating final decontaminated matrix</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:25 2025 .. Analyzing all cells</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:25 2025 .... Generating UMAP and estimating cell types</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:29 2025 .... Estimating contamination</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:29 2025 ...... Completed iteration: 10 | converge: 0.01985</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:29 2025 ...... Completed iteration: 20 | converge: 0.01116</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:29 2025 ...... Completed iteration: 30 | converge: 0.006593</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:29 2025 ...... Completed iteration: 40 | converge: 0.003919</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:29 2025 ...... Completed iteration: 50 | converge: 0.002691</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:29 2025 ...... Completed iteration: 60 | converge: 0.002093</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:29 2025 ...... Completed iteration: 70 | converge: 0.001932</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:29 2025 ...... Completed iteration: 80 | converge: 0.001769</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:29 2025 ...... Completed iteration: 90 | converge: 0.001605</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:29 2025 ...... Completed iteration: 100 | converge: 0.00145</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:29 2025 ...... Completed iteration: 110 | converge: 0.001304</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:29 2025 ...... Completed iteration: 120 | converge: 0.001168</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:29 2025 ...... Completed iteration: 130 | converge: 0.001041</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:29 2025 ...... Completed iteration: 134 | converge: 0.0009927</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:29 2025 .. Calculating final decontaminated matrix</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> --------------------------------------------------</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Completed DecontX. Total time: 3.801916 secs</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Completed DecontX. Total time: 4.091687 secs</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> --------------------------------------------------</span>
 </code></pre></div>
     </div>
@@ -405,15 +404,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runDimReduce.html b/docs/reference/runDimReduce.html
index dcb3f96f7..120303492 100644
--- a/docs/reference/runDimReduce.html
+++ b/docs/reference/runDimReduce.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generic Wrapper function for running dimensionality reduction — runDimReduce • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generic Wrapper function for running dimensionality reduction — runDimReduce"><meta property="og:description" content="Generic Wrapper function for running dimensionality reduction"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generic Wrapper function for running dimensionality reduction — runDimReduce • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generic Wrapper function for running dimensionality reduction — runDimReduce"><meta property="og:description" content="Generic Wrapper function for running dimensionality reduction"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -226,69 +226,69 @@ <h1>Generic Wrapper function for running dimensionality reduction</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>method</dt>
+<dt id="arg-method">method<a class="anchor" aria-label="anchor" href="#arg-method"></a></dt>
 <dd><p>One from <code>"scaterPCA"</code>, <code>"seuratPCA"</code>,
 <code>"seuratICA"</code>, <code>"rTSNE"</code>, <code>"seuratTSNE"</code>, <code>"scaterUMAP"</code>,
 <code>"seuratUMAP"</code>, <code>"scanpyPCA"</code>, <code>"scanpyUMAP"</code> and <code>"scanpyTSNE"</code>.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Assay to use for computation. If <code>useAltExp</code> is
 specified, <code>useAssay</code> has to exist in
 <code>assays(altExp(inSCE, useAltExp))</code>. Default <code>"counts"</code>.</p></dd>
 
 
-<dt>useReducedDim</dt>
+<dt id="arg-usereduceddim">useReducedDim<a class="anchor" aria-label="anchor" href="#arg-usereduceddim"></a></dt>
 <dd><p>The low dimension representation to use for embedding
 computation. Default <code>NULL</code>.</p></dd>
 
 
-<dt>useAltExp</dt>
+<dt id="arg-usealtexp">useAltExp<a class="anchor" aria-label="anchor" href="#arg-usealtexp"></a></dt>
 <dd><p>The subset to use for computation, usually for the
 selected variable features. Default <code>NULL</code>.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>The name of the result matrix. Required.</p></dd>
 
 
-<dt>nComponents</dt>
+<dt id="arg-ncomponents">nComponents<a class="anchor" aria-label="anchor" href="#arg-ncomponents"></a></dt>
 <dd><p>Specify the number of dimensions to compute with the
 selected method in case of PCA/ICA and the number of components to
 use in the case of TSNE/UMAP methods.</p></dd>
 
 
-<dt>useFeatureSubset</dt>
+<dt id="arg-usefeaturesubset">useFeatureSubset<a class="anchor" aria-label="anchor" href="#arg-usefeaturesubset"></a></dt>
 <dd><p>Subset of feature to use for dimension reduction. A
 character string indicating a <code>rowData</code> variable that stores the logical
 vector of HVG selection, or a vector that can subset the rows of
 <code>inSCE</code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>scale</dt>
+<dt id="arg-scale">scale<a class="anchor" aria-label="anchor" href="#arg-scale"></a></dt>
 <dd><p>Logical scalar, whether to standardize the expression values.
 Default <code>TRUE</code>.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>Random seed for reproducibility of results.
 Default <code>NULL</code> will use global seed in use by the R environment.</p></dd>
 
 
-<dt>...</dt>
+<dt id="arg--">...<a class="anchor" aria-label="anchor" href="#arg--"></a></dt>
 <dd><p>The other arguments for running a specific algorithm. Please refer
 to the one you use.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input SingleCellExperiment object with
+    <p>The input SingleCellExperiment object with
 <code>reducedDim</code> updated with the result.</p>
     </div>
     <div id="details">
@@ -314,7 +314,7 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runDimReduce</span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span>, method <span class="op">=</span> <span class="st">"scaterPCA"</span>,</span></span>
 <span class="r-in"><span>                    useAssay <span class="op">=</span> <span class="st">"logcounts"</span>, scale <span class="op">=</span> <span class="cn">TRUE</span>,</span></span>
 <span class="r-in"><span>                    reducedDimName <span class="op">=</span> <span class="st">"PCA"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:57 2024 ... Computing Scater PCA.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:32 2025 ... Computing Scater PCA.</span>
 </code></pre></div>
     </div>
   </div>
@@ -329,15 +329,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runDoubletFinder.html b/docs/reference/runDoubletFinder.html
index 1b63830de..1d974845e 100644
--- a/docs/reference/runDoubletFinder.html
+++ b/docs/reference/runDoubletFinder.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates a doublet score for each cell via doubletFinder — runDoubletFinder • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates a doublet score for each cell via doubletFinder — runDoubletFinder"><meta property="og:description" content="Uses doubletFinder to determine cells within the dataset
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates a doublet score for each cell via doubletFinder — runDoubletFinder • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generates a doublet score for each cell via doubletFinder — runDoubletFinder"><meta property="og:description" content="Uses doubletFinder to determine cells within the dataset
  suspected to be doublets."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -218,6 +218,7 @@ <h1>Generates a doublet score for each cell via doubletFinder</h1>
 <span>  seuratNfeatures <span class="op">=</span> <span class="fl">2000</span>,</span>
 <span>  seuratPcs <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/seq.html" class="external-link">seq</a></span><span class="op">(</span><span class="fl">15</span><span class="op">)</span>,</span>
 <span>  seuratRes <span class="op">=</span> <span class="fl">1.5</span>,</span>
+<span>  sct <span class="op">=</span> <span class="cn">FALSE</span>,</span>
 <span>  formationRate <span class="op">=</span> <span class="fl">0.075</span>,</span>
 <span>  nCores <span class="op">=</span> <span class="cn">NULL</span>,</span>
 <span>  verbose <span class="op">=</span> <span class="cn">FALSE</span></span>
@@ -226,61 +227,65 @@ <h1>Generates a doublet score for each cell via doubletFinder</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>inSCE A SingleCellExperiment object.</p></dd>
 
 
-<dt>sample</dt>
-<dd><p>Character vector or colData variable name. Indicates which 
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
+<dd><p>Character vector or colData variable name. Indicates which
 sample each cell belongs to. Default <code>NULL</code>.</p></dd>
 
 
-<dt>useAssay</dt>
-<dd><p>A string specifying which assay in the SCE to use. Default 
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
+<dd><p>A string specifying which assay in the SCE to use. Default
 <code>"counts"</code>.</p></dd>
 
 
-<dt>seed</dt>
-<dd><p>Seed for the random number generator, can be set to <code>NULL</code>. 
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
+<dd><p>Seed for the random number generator, can be set to <code>NULL</code>.
 Default <code>12345</code>.</p></dd>
 
 
-<dt>seuratNfeatures</dt>
+<dt id="arg-seuratnfeatures">seuratNfeatures<a class="anchor" aria-label="anchor" href="#arg-seuratnfeatures"></a></dt>
 <dd><p>Integer. Number of highly variable genes to use.
 Default <code>2000</code>.</p></dd>
 
 
-<dt>seuratPcs</dt>
+<dt id="arg-seuratpcs">seuratPcs<a class="anchor" aria-label="anchor" href="#arg-seuratpcs"></a></dt>
 <dd><p>Numeric vector. The PCs used in seurat function to
 determine number of clusters. Default <code>1:15</code>.</p></dd>
 
 
-<dt>seuratRes</dt>
+<dt id="arg-seuratres">seuratRes<a class="anchor" aria-label="anchor" href="#arg-seuratres"></a></dt>
 <dd><p>Numeric vector. The resolution parameter used in Seurat,
-which adjusts the number of clusters determined via the algorithm. Default 
+which adjusts the number of clusters determined via the algorithm. Default
 <code>1.5</code>.</p></dd>
 
 
-<dt>formationRate</dt>
-<dd><p>Doublet formation rate used within algorithm. Default 
+<dt id="arg-sct">sct<a class="anchor" aria-label="anchor" href="#arg-sct"></a></dt>
+<dd><p>Whether or not to use SCT. Default <code>FALSE</code>.</p></dd>
+
+
+<dt id="arg-formationrate">formationRate<a class="anchor" aria-label="anchor" href="#arg-formationrate"></a></dt>
+<dd><p>Doublet formation rate used within algorithm. Default
 <code>0.075</code>.</p></dd>
 
 
-<dt>nCores</dt>
-<dd><p>Number of cores used for running the function. Default 
+<dt id="arg-ncores">nCores<a class="anchor" aria-label="anchor" href="#arg-ncores"></a></dt>
+<dd><p>Number of cores used for running the function. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>verbose</dt>
-<dd><p>Boolean. Wheter to print messages from Seurat and 
+<dt id="arg-verbose">verbose<a class="anchor" aria-label="anchor" href="#arg-verbose"></a></dt>
+<dd><p>Boolean. Wheter to print messages from Seurat and
 DoubletFinder. Default <code>FALSE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>SingleCellExperiment object containing the
+    <p>SingleCellExperiment object containing the
 <code>doublet_finder_doublet_score</code> variable in <code>colData</code> slot.</p>
     </div>
     <div id="see-also">
@@ -291,9 +296,10 @@ <h2>See also</h2>
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">options</a></span><span class="op">(</span>future.globals.maxSize <span class="op">=</span> <span class="fl">786432000</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runDoubletFinder</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:17:57 2024 ... Running 'doubletFinder'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:31:33 2025 ... Running 'doubletFinder'</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Normalizing layer: counts</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Finding variable features for layer counts</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Centering and scaling data matrix</span>
@@ -311,15 +317,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runDropletQC.html b/docs/reference/runDropletQC.html
index 98d2418f9..52d09e585 100644
--- a/docs/reference/runDropletQC.html
+++ b/docs/reference/runDropletQC.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Perform comprehensive droplet QC — runDropletQC • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Perform comprehensive droplet QC — runDropletQC"><meta property="og:description" content="A wrapper function to run several QC algorithms for determining
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Perform comprehensive droplet QC — runDropletQC • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Perform comprehensive droplet QC — runDropletQC"><meta property="og:description" content="A wrapper function to run several QC algorithms for determining
 empty droplets in single cell RNA-seq data"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -221,47 +221,45 @@ <h1>Perform comprehensive droplet QC</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object containing
 the full droplet count matrix</p></dd>
 
 
-<dt>algorithms</dt>
+<dt id="arg-algorithms">algorithms<a class="anchor" aria-label="anchor" href="#arg-algorithms"></a></dt>
 <dd><p>Character vector. Specify which QC algorithms to run.
 Available options are "emptyDrops" and "barcodeRanks".</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>Character vector. Indicates which sample each cell belongs to.
 Algorithms will be run on cells from each sample separately.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A string specifying which assay contains the count
 matrix for droplets.</p></dd>
 
 
-<dt>paramsList</dt>
+<dt id="arg-paramslist">paramsList<a class="anchor" aria-label="anchor" href="#arg-paramslist"></a></dt>
 <dd><p>A list containing parameters for QC functions. Default NULL.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>SingleCellExperiment object containing the outputs of the
- specified algorithms in the colData</p>
-
-
-<p>of <code>inSCE</code>.</p>
+    <p>SingleCellExperiment object containing the outputs of the
+ specified algorithms in the colData
+of <code>inSCE</code>.</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runDropletQC</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -276,15 +274,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runEmptyDrops.html b/docs/reference/runEmptyDrops.html
index b7c66dfd5..3a2e3bb40 100644
--- a/docs/reference/runEmptyDrops.html
+++ b/docs/reference/runEmptyDrops.html
@@ -1,12 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Identify empty droplets using emptyDrops. — runEmptyDrops • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Identify empty droplets using emptyDrops. — runEmptyDrops"><meta property="og:description" content="Run emptyDrops on the count matrix in the
-provided \linkS4classSingleCellExperiment object.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Identify empty droplets using emptyDrops. — runEmptyDrops • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Identify empty droplets using emptyDrops. — runEmptyDrops"><meta property="og:description" content="Run emptyDrops on the count matrix in the
+provided SingleCellExperiment object.
 Distinguish between droplets containing cells and ambient RNA in a
 droplet-based single-cell RNA sequencing experiment."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,20 +183,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -208,7 +208,7 @@ <h1>Identify empty droplets using <a href="https://rdrr.io/pkg/DropletUtils/man/
 
     <div class="ref-description">
     <p>Run <a href="https://rdrr.io/pkg/DropletUtils/man/emptyDrops.html" class="external-link">emptyDrops</a> on the count matrix in the
-provided \linkS4classSingleCellExperiment object.
+provided SingleCellExperiment object.
 Distinguish between droplets containing cells and ambient RNA in a
 droplet-based single-cell RNA sequencing experiment.</p>
     </div>
@@ -231,66 +231,66 @@ <h1>Identify empty droplets using <a href="https://rdrr.io/pkg/DropletUtils/man/
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
-<dd><p>A SingleCellExperiment object. Must contain a raw 
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
+<dd><p>A SingleCellExperiment object. Must contain a raw
 counts matrix before empty droplets have been removed.</p></dd>
 
 
-<dt>sample</dt>
-<dd><p>Character vector or colData variable name. Indicates which 
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
+<dd><p>Character vector or colData variable name. Indicates which
 sample each cell belongs to. Default <code>NULL</code>.</p></dd>
 
 
-<dt>useAssay</dt>
-<dd><p>A string specifying which assay in the SCE to use. Default 
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
+<dd><p>A string specifying which assay in the SCE to use. Default
 <code>"counts"</code></p></dd>
 
 
-<dt>lower</dt>
-<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/emptyDrops.html" class="external-link">emptyDrops</a> for more information. 
+<dt id="arg-lower">lower<a class="anchor" aria-label="anchor" href="#arg-lower"></a></dt>
+<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/emptyDrops.html" class="external-link">emptyDrops</a> for more information.
 Default <code>100</code>.</p></dd>
 
 
-<dt>niters</dt>
-<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/emptyDrops.html" class="external-link">emptyDrops</a> for more information. 
+<dt id="arg-niters">niters<a class="anchor" aria-label="anchor" href="#arg-niters"></a></dt>
+<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/emptyDrops.html" class="external-link">emptyDrops</a> for more information.
 Default <code>10000</code>.</p></dd>
 
 
-<dt>testAmbient</dt>
-<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/emptyDrops.html" class="external-link">emptyDrops</a> for more information. 
+<dt id="arg-testambient">testAmbient<a class="anchor" aria-label="anchor" href="#arg-testambient"></a></dt>
+<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/emptyDrops.html" class="external-link">emptyDrops</a> for more information.
 Default <code>FALSE</code>.</p></dd>
 
 
-<dt>ignore</dt>
-<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/emptyDrops.html" class="external-link">emptyDrops</a> for more information. 
+<dt id="arg-ignore">ignore<a class="anchor" aria-label="anchor" href="#arg-ignore"></a></dt>
+<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/emptyDrops.html" class="external-link">emptyDrops</a> for more information.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>alpha</dt>
-<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/emptyDrops.html" class="external-link">emptyDrops</a> for more information. 
+<dt id="arg-alpha">alpha<a class="anchor" aria-label="anchor" href="#arg-alpha"></a></dt>
+<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/emptyDrops.html" class="external-link">emptyDrops</a> for more information.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>retain</dt>
-<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/emptyDrops.html" class="external-link">emptyDrops</a> for more information. 
+<dt id="arg-retain">retain<a class="anchor" aria-label="anchor" href="#arg-retain"></a></dt>
+<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/emptyDrops.html" class="external-link">emptyDrops</a> for more information.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>barcodeArgs</dt>
-<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/emptyDrops.html" class="external-link">emptyDrops</a> for more information. 
+<dt id="arg-barcodeargs">barcodeArgs<a class="anchor" aria-label="anchor" href="#arg-barcodeargs"></a></dt>
+<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/emptyDrops.html" class="external-link">emptyDrops</a> for more information.
 Default <code><a href="https://rdrr.io/r/base/list.html" class="external-link">list()</a></code>.</p></dd>
 
 
-<dt>BPPARAM</dt>
-<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/emptyDrops.html" class="external-link">emptyDrops</a> for more information. 
+<dt id="arg-bpparam">BPPARAM<a class="anchor" aria-label="anchor" href="#arg-bpparam"></a></dt>
+<dd><p>See <a href="https://rdrr.io/pkg/DropletUtils/man/emptyDrops.html" class="external-link">emptyDrops</a> for more information.
 Default <code><a href="https://rdrr.io/pkg/BiocParallel/man/SerialParam-class.html" class="external-link">BiocParallel::SerialParam()</a></code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A SingleCellExperiment object with the
+    <p>A SingleCellExperiment object with the
 <a href="https://rdrr.io/pkg/DropletUtils/man/emptyDrops.html" class="external-link">emptyDrops</a> output table appended to the
 colData slot. The columns include
 <code>emptyDrops_total</code>, <code>emptyDrops_logprob</code>,
@@ -308,7 +308,7 @@ <h2>See also</h2>
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runEmptyDrops</span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:18:21 2024 ... Running 'emptyDrops'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:32:00 2025 ... Running 'emptyDrops'</span>
 </code></pre></div>
     </div>
   </div>
@@ -323,15 +323,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runEnrichR.html b/docs/reference/runEnrichR.html
index 346e5adf2..2c5359dbe 100644
--- a/docs/reference/runEnrichR.html
+++ b/docs/reference/runEnrichR.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Run EnrichR on SCE object — runEnrichR • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Run EnrichR on SCE object — runEnrichR"><meta property="og:description" content="Run EnrichR on SCE object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Run EnrichR on SCE object — runEnrichR • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Run EnrichR on SCE object — runEnrichR"><meta property="og:description" content="Run EnrichR on SCE object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -220,57 +220,57 @@ <h1>Run EnrichR on SCE object</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A SingleCellExperiment object.</p></dd>
 
 
-<dt>features</dt>
+<dt id="arg-features">features<a class="anchor" aria-label="anchor" href="#arg-features"></a></dt>
 <dd><p>Character vector, selected genes for enrichment analysis.</p></dd>
 
 
-<dt>analysisName</dt>
+<dt id="arg-analysisname">analysisName<a class="anchor" aria-label="anchor" href="#arg-analysisname"></a></dt>
 <dd><p>A string that identifies each specific analysis.</p></dd>
 
 
-<dt>db</dt>
-<dd><p>Character vector. Selected database name(s) from the enrichR 
-database list. If <code>NULL</code> then EnrichR will be run on all the available 
+<dt id="arg-db">db<a class="anchor" aria-label="anchor" href="#arg-db"></a></dt>
+<dd><p>Character vector. Selected database name(s) from the enrichR
+database list. If <code>NULL</code> then EnrichR will be run on all the available
 databases on the enrichR database. See details. Default <code>NULL</code></p></dd>
 
 
-<dt>by</dt>
-<dd><p>Character. From where should we find the <code>features</code>? 
+<dt id="arg-by">by<a class="anchor" aria-label="anchor" href="#arg-by"></a></dt>
+<dd><p>Character. From where should we find the <code>features</code>?
 <code>"rownames"</code> for from <code>rownames(inSCE)</code>, otherwise, from a column
-of feature metadata (<code>rowData(inSCE)[[by]]</code>). See details. Default 
+of feature metadata (<code>rowData(inSCE)[[by]]</code>). See details. Default
 <code>"rownames"</code>.</p></dd>
 
 
-<dt>featureName</dt>
+<dt id="arg-featurename">featureName<a class="anchor" aria-label="anchor" href="#arg-featurename"></a></dt>
 <dd><p>Character. Indicates the actual feature identifiers to be
-passed to EnrichR. Can be <code>"rownames"</code>, a column in feature metadata 
+passed to EnrichR. Can be <code>"rownames"</code>, a column in feature metadata
 (<code>rowData(inSCE)[[featureName]]</code>), or a character vector with its length
 equals to <code>nrow(inSCE)</code>. See details. Default <code>"rownames"</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Updates <code>inSCE</code> metadata with a data.frame of enrichment terms 
+    <p>Updates <code>inSCE</code> metadata with a data.frame of enrichment terms
 overlapping in the respective databases along with p-values, z-scores etc.</p>
     </div>
     <div id="details">
     <h2>Details</h2>
-    <p>EnrichR works by querying the specified <code>features</code> to its online 
+    <p>EnrichR works by querying the specified <code>features</code> to its online
 databases, thus it requires the Internet connection.</p>
-<p>Available <code>db</code> options could be shown by running 
+<p>Available <code>db</code> options could be shown by running
 <code>enrichR::listEnrichrDbs()$libraryName</code></p>
-<p>This function checks for the existence of features in the SCE object. When 
-<code>features</code> do not have a match in <code>rownames(inSCE)</code>, users may 
+<p>This function checks for the existence of features in the SCE object. When
+<code>features</code> do not have a match in <code>rownames(inSCE)</code>, users may
 try to specify <code>by</code> to pass the check.</p>
-<p>EnrichR expects gene symbols/names as the input (i.e. Ensembl ID might not 
-work). When specified <code>features</code> are not qualified for this, users may 
-try to specify <code>featureName</code> to change the identifier type to pass to 
+<p>EnrichR expects gene symbols/names as the input (i.e. Ensembl ID might not
+work). When specified <code>features</code> are not qualified for this, users may
+try to specify <code>featureName</code> to change the identifier type to pass to
 EnrichR.</p>
     </div>
     <div id="see-also">
@@ -304,15 +304,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runFastMNN.html b/docs/reference/runFastMNN.html
index 33b0a62e2..9be2fe959 100644
--- a/docs/reference/runFastMNN.html
+++ b/docs/reference/runFastMNN.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Apply a fast version of the mutual nearest neighbors (MNN) batch effect
-correction method to SingleCellExperiment object — runFastMNN • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Apply a fast version of the mutual nearest neighbors (MNN) batch effect
-correction method to SingleCellExperiment object — runFastMNN"><meta property="og:description" content="fastMNN is a variant of the classic MNN method, modified for speed and more
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Apply a fast version of the mutual nearest neighbors (MNN) batch effect correction method to SingleCellExperiment object — runFastMNN • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Apply a fast version of the mutual nearest neighbors (MNN) batch effect correction method to SingleCellExperiment object — runFastMNN"><meta property="og:description" content="fastMNN is a variant of the classic MNN method, modified for speed and more
 robust performance. For introduction of MNN, see runMNNCorrect."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Apply a fast version of the mutual nearest neighbors (MNN) batch effect
-correction method to SingleCellExperiment object</h1>
+    <h1>Apply a fast version of the mutual nearest neighbors (MNN) batch effect correction method to SingleCellExperiment object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/runBatchCorrection.R" class="external-link"><code>R/runBatchCorrection.R</code></a></small>
     <div class="hidden name"><code>runFastMNN.Rd</code></div>
     </div>
@@ -232,81 +229,81 @@ <h1>Apply a fast version of the mutual nearest neighbors (MNN) batch effect
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A single character indicating the name of the assay requiring
 batch correction. Default <code>"logcounts"</code>.</p></dd>
 
 
-<dt>useReducedDim</dt>
+<dt id="arg-usereduceddim">useReducedDim<a class="anchor" aria-label="anchor" href="#arg-usereduceddim"></a></dt>
 <dd><p>A single character indicating the dimension reduction
 used for batch correction. Will ignore <code>useAssay</code> when using.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>batch</dt>
+<dt id="arg-batch">batch<a class="anchor" aria-label="anchor" href="#arg-batch"></a></dt>
 <dd><p>A single character indicating a field in <code>colData</code> that
 annotates the batches of each cell; or a vector/factor with the same length
 as the number of cells. Default <code>"batch"</code>.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>A single character. The name for the corrected
 low-dimensional representation. Default <code>"fastMNN"</code>.</p></dd>
 
 
-<dt>k</dt>
+<dt id="arg-k">k<a class="anchor" aria-label="anchor" href="#arg-k"></a></dt>
 <dd><p>An integer scalar specifying the number of nearest neighbors to
 consider when identifying MNNs. See "See Also". Default <code>20</code>.</p></dd>
 
 
-<dt>propK</dt>
+<dt id="arg-propk">propK<a class="anchor" aria-label="anchor" href="#arg-propk"></a></dt>
 <dd><p>A numeric scalar in (0, 1) specifying the proportion of cells in
 each dataset to use for mutual nearest neighbor searching. See "See Also".
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>ndist</dt>
+<dt id="arg-ndist">ndist<a class="anchor" aria-label="anchor" href="#arg-ndist"></a></dt>
 <dd><p>A numeric scalar specifying the threshold beyond which
 neighbours are to be ignored when computing correction vectors. See "See
 Also". Default <code>3</code>.</p></dd>
 
 
-<dt>minBatchSkip</dt>
+<dt id="arg-minbatchskip">minBatchSkip<a class="anchor" aria-label="anchor" href="#arg-minbatchskip"></a></dt>
 <dd><p>Numeric scalar specifying the minimum relative magnitude
 of the batch effect, below which no correction will be performed at a given
 merge step. See "See Also". Default <code>0</code>.</p></dd>
 
 
-<dt>cosNorm</dt>
+<dt id="arg-cosnorm">cosNorm<a class="anchor" aria-label="anchor" href="#arg-cosnorm"></a></dt>
 <dd><p>A logical scalar indicating whether cosine normalization
 should be performed on <code>useAssay</code> prior to PCA. See "See Also". Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>nComponents</dt>
+<dt id="arg-ncomponents">nComponents<a class="anchor" aria-label="anchor" href="#arg-ncomponents"></a></dt>
 <dd><p>An integer scalar specifying the number of dimensions to
 produce. See "See Also". Default <code>50</code>.</p></dd>
 
 
-<dt>weights</dt>
+<dt id="arg-weights">weights<a class="anchor" aria-label="anchor" href="#arg-weights"></a></dt>
 <dd><p>The weighting scheme to use. Passed to
 <code><a href="https://rdrr.io/pkg/batchelor/man/multiBatchPCA.html" class="external-link">multiBatchPCA</a></code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>BPPARAM</dt>
+<dt id="arg-bpparam">BPPARAM<a class="anchor" aria-label="anchor" href="#arg-bpparam"></a></dt>
 <dd><p>A BiocParallelParam object specifying whether
 the SVD should be parallelized.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input SingleCellExperiment object with
+    <p>The input SingleCellExperiment object with
 <code>reducedDim(inSCE, reducedDimName)</code> updated.</p>
     </div>
     <div id="references">
@@ -339,15 +336,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runFeatureSelection.html b/docs/reference/runFeatureSelection.html
index ff1f47ad4..befe435ed 100644
--- a/docs/reference/runFeatureSelection.html
+++ b/docs/reference/runFeatureSelection.html
@@ -1,17 +1,17 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Run Variable Feature Detection Methods — runFeatureSelection • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Run Variable Feature Detection Methods — runFeatureSelection"><meta property="og:description" content='Wrapper function to run all of the feature selection methods 
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Run Variable Feature Detection Methods — runFeatureSelection • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Run Variable Feature Detection Methods — runFeatureSelection"><meta property="og:description" content='Wrapper function to run all of the feature selection methods
 integrated within the singleCellTK package including three methods from
-Seurat ("vst", "mean.var.plot" or dispersion) and the 
+Seurat ("vst", "mean.var.plot" or dispersion) and the
 Scran modelGeneVar method.
-This function does not return the names of the variable features but only 
+This function does not return the names of the variable features but only
 computes the metrics, which will be stored in the rowData slot. To set
-a HVG list for downstream use, users should call setTopHVG 
+a HVG list for downstream use, users should call setTopHVG
 after computing the metrics. To get the names of the variable features, users
 should call getTopHVG function after computing the metrics.'><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -25,7 +25,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -33,7 +33,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -42,7 +42,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -67,7 +67,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -188,20 +188,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -212,13 +212,13 @@ <h1>Run Variable Feature Detection Methods</h1>
     </div>
 
     <div class="ref-description">
-    <p>Wrapper function to run all of the feature selection methods 
+    <p>Wrapper function to run all of the feature selection methods
 integrated within the singleCellTK package including three methods from
-Seurat (<code>"vst"</code>, <code>"mean.var.plot"</code> or <code>dispersion</code>) and the 
+Seurat (<code>"vst"</code>, <code>"mean.var.plot"</code> or <code>dispersion</code>) and the
 Scran <code>modelGeneVar</code> method.</p>
-<p>This function does not return the names of the variable features but only 
+<p>This function does not return the names of the variable features but only
 computes the metrics, which will be stored in the <code>rowData</code> slot. To set
-a HVG list for downstream use, users should call <code><a href="getTopHVG.html">setTopHVG</a></code> 
+a HVG list for downstream use, users should call <code><a href="getTopHVG.html">setTopHVG</a></code>
 after computing the metrics. To get the names of the variable features, users
 should call <code><a href="getTopHVG.html">getTopHVG</a></code> function after computing the metrics.</p>
     </div>
@@ -229,16 +229,18 @@ <h1>Run Variable Feature Detection Methods</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Specify the name of the assay that should be used. Should use
 raw counts for <code>"vst"</code> method, or a normalized assay for other methods.</p></dd>
 
 
-<dt>method</dt>
+<dt id="arg-method">method<a class="anchor" aria-label="anchor" href="#arg-method"></a></dt>
 <dd><p>Specify the method to use for variable gene selection.
 Options include <code>"vst"</code>, <code>"mean.var.plot"</code> or <code>"dispersion"</code>
 from Seurat and <code>"modelGeneVar"</code> from Scran. Default <code>"vst"</code></p></dd>
@@ -246,9 +248,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input SingleCellExperiment object that contains 
+    <p>The input SingleCellExperiment object that contains
 the computed statistics in the <code>rowData</code> slot</p>
     </div>
     <div id="see-also">
@@ -278,15 +278,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runFindMarker.html b/docs/reference/runFindMarker.html
index cb255e250..0a70e46fa 100644
--- a/docs/reference/runFindMarker.html
+++ b/docs/reference/runFindMarker.html
@@ -1,12 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Find the marker gene set for each cluster — runFindMarker • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Find the marker gene set for each cluster — runFindMarker"><meta property="og:description" content="With an input SingleCellExperiment object and specifying the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Find the marker gene set for each cluster — runFindMarker • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Find the marker gene set for each cluster — runFindMarker"><meta property="og:description" content="With an input SingleCellExperiment object and specifying the
 clustering labels, this function iteratively call the differential expression
 analysis on each cluster against all the others. runFindMarker
 will be deprecated in the future."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,20 +183,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -247,69 +247,71 @@ <h1>Find the marker gene set for each cluster</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>SingleCellExperiment inherited object.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>character. A string specifying which assay to use for the
 MAST calculations. Default <code>"logcounts"</code>.</p></dd>
 
 
-<dt>useReducedDim</dt>
+<dt id="arg-usereduceddim">useReducedDim<a class="anchor" aria-label="anchor" href="#arg-usereduceddim"></a></dt>
 <dd><p>character. A string specifying which reducedDim to use
 for MAST calculations. Set <code>useAssay</code> to <code>NULL</code> when using.
 Required.</p></dd>
 
 
-<dt>method</dt>
+<dt id="arg-method">method<a class="anchor" aria-label="anchor" href="#arg-method"></a></dt>
 <dd><p>A single character for specific differential expression
 analysis method. Choose from <code>'wilcox'</code>, <code>'MAST'</code>, <code>'DESeq2'</code>,
 <code>'Limma'</code>, and <code>'ANOVA'</code>. Default <code>"wilcox"</code>.</p></dd>
 
 
-<dt>cluster</dt>
+<dt id="arg-cluster">cluster<a class="anchor" aria-label="anchor" href="#arg-cluster"></a></dt>
 <dd><p>One single character to specify a column in
 <code>colData(inSCE)</code> for the clustering label. Alternatively, a vector or
 a factor is also acceptable. Default <code>"cluster"</code>.</p></dd>
 
 
-<dt>covariates</dt>
+<dt id="arg-covariates">covariates<a class="anchor" aria-label="anchor" href="#arg-covariates"></a></dt>
 <dd><p>A character vector of additional covariates to use when
 building the model. All covariates must exist in
 <code>names(colData(inSCE))</code>. Not applicable when <code>method</code> is
 <code>"MAST"</code> method. Default <code>NULL</code>.</p></dd>
 
 
-<dt>log2fcThreshold</dt>
+<dt id="arg-log-fcthreshold">log2fcThreshold<a class="anchor" aria-label="anchor" href="#arg-log-fcthreshold"></a></dt>
 <dd><p>Only out put DEGs with the absolute values of log2FC
 larger than this value. Default <code>NULL</code></p></dd>
 
 
-<dt>fdrThreshold</dt>
+<dt id="arg-fdrthreshold">fdrThreshold<a class="anchor" aria-label="anchor" href="#arg-fdrthreshold"></a></dt>
 <dd><p>Only out put DEGs with FDR value smaller than this
 value. Default <code>NULL</code></p></dd>
 
 
-<dt>minClustExprPerc</dt>
+<dt id="arg-minclustexprperc">minClustExprPerc<a class="anchor" aria-label="anchor" href="#arg-minclustexprperc"></a></dt>
 <dd><p>A numeric scalar. The minimum cutoff of the
 percentage of cells in the cluster of interests that expressed the marker
 gene. From 0 to 1. Default <code>NULL</code>.</p></dd>
 
 
-<dt>maxCtrlExprPerc</dt>
+<dt id="arg-maxctrlexprperc">maxCtrlExprPerc<a class="anchor" aria-label="anchor" href="#arg-maxctrlexprperc"></a></dt>
 <dd><p>A numeric scalar. The maximum cutoff of the
 percentage of cells out of the cluster (control group) that expressed the
 marker gene. From 0 to 1. Default <code>NULL</code>.</p></dd>
 
 
-<dt>minMeanExpr</dt>
+<dt id="arg-minmeanexpr">minMeanExpr<a class="anchor" aria-label="anchor" href="#arg-minmeanexpr"></a></dt>
 <dd><p>A numeric scalar. The minimum cutoff of the mean
 expression value of the marker in the cluster of interests. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>detectThresh</dt>
+<dt id="arg-detectthresh">detectThresh<a class="anchor" aria-label="anchor" href="#arg-detectthresh"></a></dt>
 <dd><p>A numeric scalar, above which a matrix value will be
 treated as expressed when calculating cluster/control expression percentage.
 Default <code>0</code>.</p></dd>
@@ -317,9 +319,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input SingleCellExperiment object with
+    <p>The input SingleCellExperiment object with
 <code>metadata(inSCE)$findMarker</code> updated with a data.table of the up-
 regulated DEGs for each cluster.</p>
     </div>
@@ -348,9 +348,9 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">mouseBrainSubsetSCE</span> <span class="op">&lt;-</span> <span class="fu">runFindMarker</span><span class="op">(</span><span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                                     useAssay <span class="op">=</span> <span class="st">"logcounts"</span>,</span></span>
 <span class="r-in"><span>                                     cluster <span class="op">=</span> <span class="st">"level1class"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:18:31 2024 ... Identifying markers for cluster 'microglia', using DE method 'wilcox'</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:18:32 2024 ... Identifying markers for cluster 'oligodendrocytes', using DE method 'wilcox'</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:18:33 2024 ... Organizing findMarker result</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:32:10 2025 ... Identifying markers for cluster 'microglia', using DE method 'wilcox'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:32:10 2025 ... Identifying markers for cluster 'oligodendrocytes', using DE method 'wilcox'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:32:11 2025 ... Organizing findMarker result</span>
 </code></pre></div>
     </div>
   </div>
@@ -365,15 +365,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runGSVA.html b/docs/reference/runGSVA.html
index 8b7c804a0..44874ea83 100644
--- a/docs/reference/runGSVA.html
+++ b/docs/reference/runGSVA.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Run GSVA analysis on a SingleCellExperiment object — runGSVA • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Run GSVA analysis on a SingleCellExperiment object — runGSVA"><meta property="og:description" content="Run GSVA analysis on a SingleCellExperiment object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Run GSVA analysis on a SingleCellExperiment object — runGSVA • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Run GSVA analysis on a SingleCellExperiment object — runGSVA"><meta property="og:description" content="Run GSVA analysis on a SingleCellExperiment object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -219,37 +219,37 @@ <h1>Run GSVA analysis on a SingleCellExperiment object</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Indicate which assay to use. The default is "logcounts"</p></dd>
 
 
-<dt>resultNamePrefix</dt>
-<dd><p>Character. Prefix to the name the GSVA results 
-which will be stored in the reducedDim slot of <code>inSCE</code>. The names of the 
-output matrix will be <code>resultNamePrefix_Scores</code>. If this parameter is 
-set to <code>NULL</code>, then "GSVA_geneSetCollectionName_" will be used. Default 
+<dt id="arg-resultnameprefix">resultNamePrefix<a class="anchor" aria-label="anchor" href="#arg-resultnameprefix"></a></dt>
+<dd><p>Character. Prefix to the name the GSVA results
+which will be stored in the reducedDim slot of <code>inSCE</code>. The names of the
+output matrix will be <code>resultNamePrefix_Scores</code>. If this parameter is
+set to <code>NULL</code>, then "GSVA_geneSetCollectionName_" will be used. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>geneSetCollectionName</dt>
-<dd><p>Character. The name of the gene set collection 
+<dt id="arg-genesetcollectionname">geneSetCollectionName<a class="anchor" aria-label="anchor" href="#arg-genesetcollectionname"></a></dt>
+<dd><p>Character. The name of the gene set collection
 to use.</p></dd>
 
 
-<dt>...</dt>
+<dt id="arg--">...<a class="anchor" aria-label="anchor" href="#arg--"></a></dt>
 <dd><p>Parameters to pass to gsva()</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A SingleCellExperiment object with pathway activity 
-scores from GSVA stored in <code>reducedDim</code> as 
+    <p>A SingleCellExperiment object with pathway activity
+scores from GSVA stored in <code>reducedDim</code> as
 <code>GSVA_geneSetCollectionName_Scores</code>.</p>
     </div>
 
@@ -267,13 +267,17 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runGSVA</span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span>, </span></span>
 <span class="r-in"><span>               geneSetCollectionName <span class="op">=</span> <span class="st">"GeneSetCollection"</span>, </span></span>
 <span class="r-in"><span>               useAssay <span class="op">=</span> <span class="st">"logcounts"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:18:34 2024 ... Running GSVA</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> No annotation package name available in the input data object.</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Attempting to directly match identifiers in data to gene sets.</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Estimating GSVA scores for 2 gene sets.</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Estimating ECDFs with Gaussian kernels</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 
  |                                                                            
  |                                                                      |   0%
  |                                                                            
  |===================================                                   |  50%
  |                                                                            
  |======================================================================| 100%</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:32:12 2025 ... Running GSVA</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;">ℹ</span> GSVA version 2.0.5</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;">ℹ</span> Calculating GSVA ranks</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;">ℹ</span> kcdf='auto' (default)</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;">ℹ</span> GSVA dense (classical) algorithm</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;">ℹ</span> Row-wise ECDF estimation with Gaussian kernels</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;">ℹ</span> Calculating GSVA column ranks</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #BBBB00;">!</span> No annotation metadata available in the input expression data object</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #BBBB00;">!</span> Attempting to directly match identifiers in expression data to gene sets</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BBBB;">ℹ</span> Calculating GSVA scores</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> <span style="color: #00BB00;">✔</span> Calculations finished</span>
 </code></pre></div>
     </div>
   </div>
@@ -288,15 +292,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runHarmony.html b/docs/reference/runHarmony.html
index a5d363a3e..777b9c045 100644
--- a/docs/reference/runHarmony.html
+++ b/docs/reference/runHarmony.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Apply Harmony batch effect correction method to SingleCellExperiment object — runHarmony • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Apply Harmony batch effect correction method to SingleCellExperiment object — runHarmony"><meta property="og:description" content="Harmony is an algorithm that projects cells into a shared
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Apply Harmony batch effect correction method to SingleCellExperiment object — runHarmony • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Apply Harmony batch effect correction method to SingleCellExperiment object — runHarmony"><meta property="og:description" content="Harmony is an algorithm that projects cells into a shared
 embedding in which cells group by cell type rather than dataset-specific
 conditions."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -231,82 +231,82 @@ <h1>Apply Harmony batch effect correction method to SingleCellExperiment object<
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A single character indicating the name of the assay requiring
 batch correction. Default <code>NULL</code>. It is recommended to use a reducedDim
 such as PCA through the `useReducedDim` parameter of this function.</p></dd>
 
 
-<dt>useReducedDim</dt>
+<dt id="arg-usereduceddim">useReducedDim<a class="anchor" aria-label="anchor" href="#arg-usereduceddim"></a></dt>
 <dd><p>A single character indicating the name of the reducedDim
-to be used. It is recommended to use a reducedDim instead of a full assay as 
+to be used. It is recommended to use a reducedDim instead of a full assay as
 using an assay might cause the algorithm to not converge and throw error.
 Specifying this will ignore <code>useAssay</code>. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>batch</dt>
+<dt id="arg-batch">batch<a class="anchor" aria-label="anchor" href="#arg-batch"></a></dt>
 <dd><p>A single character indicating a field in <code>colData</code> that
 annotates the batches of each cell; or a vector/factor with the same length
 as the number of cells. Default <code>"batch"</code>.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>A single character. The name for the corrected
 low-dimensional representation. Will be saved to <code>reducedDim(inSCE)</code>.
 Default <code>"HARMONY"</code>.</p></dd>
 
 
-<dt>nComponents</dt>
+<dt id="arg-ncomponents">nComponents<a class="anchor" aria-label="anchor" href="#arg-ncomponents"></a></dt>
 <dd><p>An integer. The number of PCs to use and generate.
 Default <code>50L</code>.</p></dd>
 
 
-<dt>lambda</dt>
+<dt id="arg-lambda">lambda<a class="anchor" aria-label="anchor" href="#arg-lambda"></a></dt>
 <dd><p>A Numeric scalar. Ridge regression penalty parameter. Must be
 strictly positive. Smaller values result in more aggressive correction.
 Default <code>0.1</code>.</p></dd>
 
 
-<dt>theta</dt>
+<dt id="arg-theta">theta<a class="anchor" aria-label="anchor" href="#arg-theta"></a></dt>
 <dd><p>A Numeric scalar. Diversity clustering penalty parameter. Larger
 values of theta result in more diverse clusters. theta=0 does not encourage
 any diversity. Default <code>5</code>.</p></dd>
 
 
-<dt>sigma</dt>
+<dt id="arg-sigma">sigma<a class="anchor" aria-label="anchor" href="#arg-sigma"></a></dt>
 <dd><p>A Numeric scalar. Width of soft kmeans clusters. Larger values
 of sigma result in cells assigned to more clusters. Smaller values of sigma
 make soft kmeans cluster approach hard clustering. Default <code>0.1</code>.</p></dd>
 
 
-<dt>nIter</dt>
+<dt id="arg-niter">nIter<a class="anchor" aria-label="anchor" href="#arg-niter"></a></dt>
 <dd><p>An integer. The max number of iterations to perform. Default
 <code>10L</code>.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>Set seed for reproducibility. Default is <code>12345</code>.</p></dd>
 
 
-<dt>verbose</dt>
+<dt id="arg-verbose">verbose<a class="anchor" aria-label="anchor" href="#arg-verbose"></a></dt>
 <dd><p>Whether to print progress messages. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>...</dt>
+<dt id="arg--">...<a class="anchor" aria-label="anchor" href="#arg--"></a></dt>
 <dd><p>Other arguments passed to <code><a href="https://rdrr.io/pkg/harmony/man/HarmonyMatrix.html" class="external-link">HarmonyMatrix</a></code>.
 See details.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input SingleCellExperiment object with
+    <p>The input SingleCellExperiment object with
 <code>reducedDim(inSCE, reducedDimName)</code> updated.</p>
     </div>
     <div id="details">
@@ -326,10 +326,10 @@ <h2>References</h2>
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">'sceBatches'</span>, package <span class="op">=</span> <span class="st">'singleCellTK'</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">logcounts</span><span class="op">(</span><span class="va">sceBatches</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log1p</a></span><span class="op">(</span><span class="fu">counts</span><span class="op">(</span><span class="va">sceBatches</span><span class="op">)</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st">"harmony"</span><span class="op">)</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://github.com/immunogenomics/harmony" class="external-link">"harmony"</a></span><span class="op">)</span><span class="op">)</span></span></span>
 <span class="r-in"><span>    <span class="va">sceCorr</span> <span class="op">&lt;-</span> <span class="fu">runHarmony</span><span class="op">(</span><span class="va">sceBatches</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -344,15 +344,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runKMeans.html b/docs/reference/runKMeans.html
index f51121810..9db234c69 100644
--- a/docs/reference/runKMeans.html
+++ b/docs/reference/runKMeans.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get clustering with KMeans — runKMeans • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get clustering with KMeans — runKMeans"><meta property="og:description" content="Perform KMeans clustering on a
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get clustering with KMeans — runKMeans • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get clustering with KMeans — runKMeans"><meta property="og:description" content="Perform KMeans clustering on a
 SingleCellExperiment object, with kmeans."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -225,46 +225,48 @@ <h1>Get clustering with KMeans</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A SingleCellExperiment object.</p></dd>
 
 
-<dt>nCenters</dt>
+<dt id="arg-ncenters">nCenters<a class="anchor" aria-label="anchor" href="#arg-ncenters"></a></dt>
 <dd><p>An <code>integer</code>, the number of centroids (clusters).</p></dd>
 
 
-<dt>useReducedDim</dt>
+<dt id="arg-usereduceddim">useReducedDim<a class="anchor" aria-label="anchor" href="#arg-usereduceddim"></a></dt>
 <dd><p>A single <code>character</code>, specifying which
 low-dimension representation to perform the clustering algorithm on. Default
 <code>"PCA"</code>.</p></dd>
 
 
-<dt>clusterName</dt>
+<dt id="arg-clustername">clusterName<a class="anchor" aria-label="anchor" href="#arg-clustername"></a></dt>
 <dd><p>A single <code>character</code>, specifying the name to store
 the cluster label in <code>colData</code>. Default <code>"KMeans_cluster"</code>.</p></dd>
 
 
-<dt>nComp</dt>
+<dt id="arg-ncomp">nComp<a class="anchor" aria-label="anchor" href="#arg-ncomp"></a></dt>
 <dd><p>An <code>integer</code>. The number of components to use for K-Means.
 Default <code>10</code>. See Detail.</p></dd>
 
 
-<dt>nIter</dt>
+<dt id="arg-niter">nIter<a class="anchor" aria-label="anchor" href="#arg-niter"></a></dt>
 <dd><p>An <code>integer</code>, the maximum number of iterations allowed.
 Default <code>10</code>.</p></dd>
 
 
-<dt>nStart</dt>
+<dt id="arg-nstart">nStart<a class="anchor" aria-label="anchor" href="#arg-nstart"></a></dt>
 <dd><p>An <code>integer</code>, the number of random sets to choose. Default
 <code>1</code>.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>An <code>integer</code>. The seed for the random number generator.
 Default <code>12345</code>.</p></dd>
 
 
-<dt>algorithm</dt>
+<dt id="arg-algorithm">algorithm<a class="anchor" aria-label="anchor" href="#arg-algorithm"></a></dt>
 <dd><p>A single <code>character</code>. Choose from
 <code>"Hartigan-Wong"</code>, <code>"Lloyd"</code>, <code>"MacQueen"</code>. May be
 abbreviated. Default <code>"Hartigan-Wong"</code>.</p></dd>
@@ -272,9 +274,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input SingleCellExperiment object with
+    <p>The input SingleCellExperiment object with
 <code>factor</code> cluster labeling updated in
 <code>colData(inSCE)[[clusterName]]</code>.</p>
     </div>
@@ -285,8 +285,8 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">mouseBrainSubsetSCE</span> <span class="op">&lt;-</span> <span class="fu">runKMeans</span><span class="op">(</span><span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                                 useReducedDim <span class="op">=</span> <span class="st">"PCA_logcounts"</span>,</span></span>
 <span class="r-in"><span>                                 nCenters <span class="op">=</span> <span class="fl">2</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:18:36 2024 ... Running 'KMeans clustering' with Hartigan-Wong algorithm.</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:18:36 2024 ...   Identified 2 clusters</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:32:14 2025 ... Running 'KMeans clustering' with Hartigan-Wong algorithm.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:32:14 2025 ...   Identified 2 clusters</span>
 </code></pre></div>
     </div>
   </div>
@@ -301,15 +301,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runLimmaBC.html b/docs/reference/runLimmaBC.html
index 7d7143d2a..9665b8b1c 100644
--- a/docs/reference/runLimmaBC.html
+++ b/docs/reference/runLimmaBC.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Apply Limma's batch effect correction method to SingleCellExperiment object — runLimmaBC • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Apply Limma's batch effect correction method to SingleCellExperiment object — runLimmaBC"><meta property="og:description" content="Limma's batch effect removal function fits a linear model to the data, then
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Apply Limma's batch effect correction method to SingleCellExperiment object — runLimmaBC • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Apply Limma's batch effect correction method to SingleCellExperiment object — runLimmaBC"><meta property="og:description" content="Limma's batch effect removal function fits a linear model to the data, then
 removes the component due to the batch effects."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -215,22 +215,24 @@ <h1>Apply Limma's batch effect correction method to SingleCellExperiment object<
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A single character indicating the name of the assay requiring
 batch correction. Default <code>"logcounts"</code>.</p></dd>
 
 
-<dt>assayName</dt>
+<dt id="arg-assayname">assayName<a class="anchor" aria-label="anchor" href="#arg-assayname"></a></dt>
 <dd><p>A single characeter. The name for the corrected assay. Will
 be saved to <code>assay</code>. Default
 <code>"LIMMA"</code>.</p></dd>
 
 
-<dt>batch</dt>
+<dt id="arg-batch">batch<a class="anchor" aria-label="anchor" href="#arg-batch"></a></dt>
 <dd><p>A single character indicating a field in <code>colData</code> that
 annotates the batches of each cell; or a vector/factor with the same length
 as the number of cells. Default <code>"batch"</code>.</p></dd>
@@ -238,9 +240,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input SingleCellExperiment object with
+    <p>The input SingleCellExperiment object with
 <code>assay(inSCE, assayName)</code> updated.</p>
     </div>
     <div id="references">
@@ -267,15 +267,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runMNNCorrect.html b/docs/reference/runMNNCorrect.html
index 88f702622..6cea72062 100644
--- a/docs/reference/runMNNCorrect.html
+++ b/docs/reference/runMNNCorrect.html
@@ -1,7 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Apply the mutual nearest neighbors (MNN) batch effect correction method to
-SingleCellExperiment object — runMNNCorrect • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Apply the mutual nearest neighbors (MNN) batch effect correction method to
-SingleCellExperiment object — runMNNCorrect"><meta property="og:description" content="MNN is designed for batch correction of single-cell RNA-seq data where the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Apply the mutual nearest neighbors (MNN) batch effect correction method to SingleCellExperiment object — runMNNCorrect • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Apply the mutual nearest neighbors (MNN) batch effect correction method to SingleCellExperiment object — runMNNCorrect"><meta property="og:description" content="MNN is designed for batch correction of single-cell RNA-seq data where the
 batches are partially confounded with biological conditions of interest. It
 does so by identifying pairs of MNN in the high-dimensional log-expression
 space. For each MNN pair, a pairwise correction vector is computed by
@@ -9,7 +7,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +21,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +29,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +38,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +63,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,26 +184,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
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+
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 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
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+
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-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Apply the mutual nearest neighbors (MNN) batch effect correction method to
-SingleCellExperiment object</h1>
+    <h1>Apply the mutual nearest neighbors (MNN) batch effect correction method to SingleCellExperiment object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/runBatchCorrection.R" class="external-link"><code>R/runBatchCorrection.R</code></a></small>
     <div class="hidden name"><code>runMNNCorrect.Rd</code></div>
     </div>
@@ -236,71 +233,71 @@ <h1>Apply the mutual nearest neighbors (MNN) batch effect correction method to
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A single character indicating the name of the assay requiring
 batch correction. Default <code>"logcounts"</code>.</p></dd>
 
 
-<dt>batch</dt>
+<dt id="arg-batch">batch<a class="anchor" aria-label="anchor" href="#arg-batch"></a></dt>
 <dd><p>A single character indicating a field in <code>colData</code> that
 annotates the batches of each cell; or a vector/factor with the same length
 as the number of cells. Default <code>"batch"</code>.</p></dd>
 
 
-<dt>assayName</dt>
+<dt id="arg-assayname">assayName<a class="anchor" aria-label="anchor" href="#arg-assayname"></a></dt>
 <dd><p>A single characeter. The name for the corrected assay. Will
 be saved to <code>assay</code>. Default
 <code>"MNN"</code>.</p></dd>
 
 
-<dt>k</dt>
+<dt id="arg-k">k<a class="anchor" aria-label="anchor" href="#arg-k"></a></dt>
 <dd><p>An integer scalar specifying the number of nearest neighbors to
 consider when identifying MNNs. See "See Also". Default <code>20</code>.</p></dd>
 
 
-<dt>propK</dt>
+<dt id="arg-propk">propK<a class="anchor" aria-label="anchor" href="#arg-propk"></a></dt>
 <dd><p>A numeric scalar in (0, 1) specifying the proportion of cells in
 each dataset to use for mutual nearest neighbor searching. See "See Also".
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>sigma</dt>
+<dt id="arg-sigma">sigma<a class="anchor" aria-label="anchor" href="#arg-sigma"></a></dt>
 <dd><p>A numeric scalar specifying the bandwidth of the Gaussian
 smoothing kernel used to compute the correction vector for each cell. See
 "See Also". Default <code>0.1</code>.</p></dd>
 
 
-<dt>cosNormIn</dt>
+<dt id="arg-cosnormin">cosNormIn<a class="anchor" aria-label="anchor" href="#arg-cosnormin"></a></dt>
 <dd><p>A logical scalar indicating whether cosine normalization
 should be performed on the input data prior to calculating distances between
 cells. See "See Also". Default <code>TRUE</code>.</p></dd>
 
 
-<dt>cosNormOut</dt>
+<dt id="arg-cosnormout">cosNormOut<a class="anchor" aria-label="anchor" href="#arg-cosnormout"></a></dt>
 <dd><p>A logical scalar indicating whether cosine normalization
 should be performed prior to computing corrected expression values. See "See
 Also". Default <code>TRUE</code>.</p></dd>
 
 
-<dt>varAdj</dt>
+<dt id="arg-varadj">varAdj<a class="anchor" aria-label="anchor" href="#arg-varadj"></a></dt>
 <dd><p>A logical scalar indicating whether variance adjustment should
 be performed on the correction vectors. See "See Also". Default <code>TRUE</code>.</p></dd>
 
 
-<dt>BPPARAM</dt>
+<dt id="arg-bpparam">BPPARAM<a class="anchor" aria-label="anchor" href="#arg-bpparam"></a></dt>
 <dd><p>A BiocParallelParam object specifying whether
 the PCA and nearest-neighbor searches should be parallelized.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input SingleCellExperiment object with
+    <p>The input SingleCellExperiment object with
 <code>assay(inSCE, assayName)</code> updated.</p>
     </div>
     <div id="references">
@@ -331,15 +328,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runModelGeneVar.html b/docs/reference/runModelGeneVar.html
index cf2d28439..13d6a1ef8 100644
--- a/docs/reference/runModelGeneVar.html
+++ b/docs/reference/runModelGeneVar.html
@@ -1,13 +1,13 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculate Variable Genes with Scran modelGeneVar — runModelGeneVar • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Calculate Variable Genes with Scran modelGeneVar — runModelGeneVar"><meta property="og:description" content="Generates and stores variability data in the input 
-SingleCellExperiment object, using 
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculate Variable Genes with Scran modelGeneVar — runModelGeneVar • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Calculate Variable Genes with Scran modelGeneVar — runModelGeneVar"><meta property="og:description" content="Generates and stores variability data in the input
+SingleCellExperiment object, using
 modelGeneVar method.
-Also selects a specified number of top HVGs and store the logical selection 
+Also selects a specified number of top HVGs and store the logical selection
 in rowData."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -21,7 +21,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -29,7 +29,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -38,7 +38,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -63,7 +63,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -184,20 +184,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -208,10 +208,10 @@ <h1>Calculate Variable Genes with Scran modelGeneVar</h1>
     </div>
 
     <div class="ref-description">
-    <p>Generates and stores variability data in the input 
-SingleCellExperiment object, using 
+    <p>Generates and stores variability data in the input
+SingleCellExperiment object, using
 <code><a href="https://rdrr.io/pkg/scran/man/modelGeneVar.html" class="external-link">modelGeneVar</a></code> method.</p>
-<p>Also selects a specified number of top HVGs and store the logical selection 
+<p>Also selects a specified number of top HVGs and store the logical selection
 in <code>rowData</code>.</p>
     </div>
 
@@ -221,22 +221,20 @@ <h1>Calculate Variable Genes with Scran modelGeneVar</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A SingleCellExperiment object</p></dd>
 
 
-<dt>useAssay</dt>
-<dd><p>A character string to specify an assay to compute variable 
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
+<dd><p>A character string to specify an assay to compute variable
 features from. Default <code>"logcounts"</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p><code>inSCE</code> updated with variable feature metrics in <code>rowData</code></p>
-
-
+    <p><code>inSCE</code> updated with variable feature metrics in <code>rowData</code></p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
@@ -270,15 +268,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runNormalization.html b/docs/reference/runNormalization.html
index d15162a80..922d3355a 100644
--- a/docs/reference/runNormalization.html
+++ b/docs/reference/runNormalization.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Run normalization/transformation with various methods — runNormalization • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Run normalization/transformation with various methods — runNormalization"><meta property="og:description" content="Wrapper function to run any of the integrated normalization/transformation
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Run normalization/transformation with various methods — runNormalization • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Run normalization/transformation with various methods — runNormalization"><meta property="og:description" content="Wrapper function to run any of the integrated normalization/transformation
 methods in the singleCellTK. The available methods include 'LogNormalize',
 'CLR', 'RC' and 'SCTransform' from Seurat, 'logNormCounts and 'CPM' from
 Scater. Additionally, users can 'scale' using Z.Score, 'transform' using
@@ -8,7 +8,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -22,7 +22,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -30,7 +30,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -39,7 +39,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -64,7 +64,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -185,20 +185,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -235,72 +235,72 @@ <h1>Run normalization/transformation with various methods</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Specify the name of the assay that should be used.</p></dd>
 
 
-<dt>outAssayName</dt>
+<dt id="arg-outassayname">outAssayName<a class="anchor" aria-label="anchor" href="#arg-outassayname"></a></dt>
 <dd><p>Specify the name of the new output assay.</p></dd>
 
 
-<dt>normalizationMethod</dt>
+<dt id="arg-normalizationmethod">normalizationMethod<a class="anchor" aria-label="anchor" href="#arg-normalizationmethod"></a></dt>
 <dd><p>Specify a normalization method from `LogNormalize`,
 `CLR`, `RC` and `SCTransform` from Seurat or `logNormCounts` and `CPM` from
 scater packages. Default <code>NULL</code> is set which will not run any
 normalization method.</p></dd>
 
 
-<dt>scale</dt>
+<dt id="arg-scale">scale<a class="anchor" aria-label="anchor" href="#arg-scale"></a></dt>
 <dd><p>Logical value indicating if the data should be scaled using
 Z.Score. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>seuratScaleFactor</dt>
+<dt id="arg-seuratscalefactor">seuratScaleFactor<a class="anchor" aria-label="anchor" href="#arg-seuratscalefactor"></a></dt>
 <dd><p>Specify the `scaleFactor` argument if a Seurat
 normalization method is selected. Default is <code>10000</code>. This parameter
 will not be used if methods other than seurat are selected.</p></dd>
 
 
-<dt>transformation</dt>
+<dt id="arg-transformation">transformation<a class="anchor" aria-label="anchor" href="#arg-transformation"></a></dt>
 <dd><p>Specify the transformation options to run on the
 selected assay. Options include `log2` (base 2 log transformation),
 `log1p` (natural log + 1 transformation) and `sqrt` (square root). Default
 value is <code>NULL</code>, which will not run any transformation.</p></dd>
 
 
-<dt>pseudocountsBeforeNorm</dt>
+<dt id="arg-pseudocountsbeforenorm">pseudocountsBeforeNorm<a class="anchor" aria-label="anchor" href="#arg-pseudocountsbeforenorm"></a></dt>
 <dd><p>Specify a numeric pseudo value that should be added
 to the assay before normalization is performed. Default is <code>NULL</code>,
 which will not add any value.</p></dd>
 
 
-<dt>pseudocountsBeforeTransform</dt>
+<dt id="arg-pseudocountsbeforetransform">pseudocountsBeforeTransform<a class="anchor" aria-label="anchor" href="#arg-pseudocountsbeforetransform"></a></dt>
 <dd><p>Specify a numeric pseudo value that should be
 added to the assay before transformation is run. Default is <code>NULL</code>,
 which will not add any value.</p></dd>
 
 
-<dt>trim</dt>
+<dt id="arg-trim">trim<a class="anchor" aria-label="anchor" href="#arg-trim"></a></dt>
 <dd><p>Specify a vector of two numeric values that should be used
 as the upper and lower trim values to trim the assay between these two
 values. For example, <code>c(10,-10)</code> will trim the values between 10
 and -10. Default is <code>NULL</code>, which will not trim the data assay.</p></dd>
 
 
-<dt>verbose</dt>
+<dt id="arg-verbose">verbose<a class="anchor" aria-label="anchor" href="#arg-verbose"></a></dt>
 <dd><p>Logical value indicating if progress messages should be
 displayed to the user. Default is <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Output SCE object with new normalized/transformed assay stored.</p>
+    <p>Output SCE object with new normalized/transformed assay stored.</p>
     </div>
 
     <div id="ref-examples">
@@ -327,15 +327,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runPerCellQC.html b/docs/reference/runPerCellQC.html
index 88f49fd23..a0a87e618 100644
--- a/docs/reference/runPerCellQC.html
+++ b/docs/reference/runPerCellQC.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Wrapper for calculating QC metrics with scater. — runPerCellQC • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Wrapper for calculating QC metrics with scater. — runPerCellQC"><meta property="og:description" content="A wrapper function for addPerCellQC. Calculate
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Wrapper for calculating QC metrics with scater. — runPerCellQC • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Wrapper for calculating QC metrics with scater. — runPerCellQC"><meta property="og:description" content="A wrapper function for addPerCellQC. Calculate
 general quality control metrics for each cell in the count matrix."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -232,149 +232,149 @@ <h1>Wrapper for calculating QC metrics with scater.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A SingleCellExperiment object.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A string specifying which assay in the SCE to use. Default
 <code>"counts"</code>.</p></dd>
 
 
-<dt>mitoGeneLocation</dt>
+<dt id="arg-mitogenelocation">mitoGeneLocation<a class="anchor" aria-label="anchor" href="#arg-mitogenelocation"></a></dt>
 <dd><p>Character. Describes the location within <code>inSCE</code>
 where the gene identifiers in the mitochondrial gene sets should be located.
-If set to <code>"rownames"</code> then the features will be searched for among 
-<code>rownames(inSCE)</code>. This can also be set to one of the column names of 
-<code>rowData(inSCE)</code> in which case the gene identifies will be mapped to 
-that column in the <code>rowData</code> of <code>inSCE</code>. See 
+If set to <code>"rownames"</code> then the features will be searched for among
+<code>rownames(inSCE)</code>. This can also be set to one of the column names of
+<code>rowData(inSCE)</code> in which case the gene identifies will be mapped to
+that column in the <code>rowData</code> of <code>inSCE</code>. See
 <code><a href="featureIndex.html">featureIndex</a></code> for more information. If this parameter is set to
 <code>NULL</code>, then no mitochondrial metrics will be calculated.
 Default <code>"rownames"</code>.</p></dd>
 
 
-<dt>mitoRef</dt>
-<dd><p>Character. The species used to extract mitochondrial genes ID 
-from build-in mitochondrial geneset in SCTK. Available species options are 
+<dt id="arg-mitoref">mitoRef<a class="anchor" aria-label="anchor" href="#arg-mitoref"></a></dt>
+<dd><p>Character. The species used to extract mitochondrial genes ID
+from build-in mitochondrial geneset in SCTK. Available species options are
 <code>"human"</code> and <code>"mouse"</code>. Default is <code>"human"</code>.</p></dd>
 
 
-<dt>mitoIDType</dt>
-<dd><p>Character. Types of mitochondrial gene id. SCTK supports 
-<code>"symbol"</code>, <code>"entrez"</code>, <code>"ensembl"</code> and 
-<code>"ensemblTranscriptID"</code>. It is used with <code>mitoRef</code> to extract 
-mitochondrial genes from build-in mitochondrial geneset in SCTK. Default 
+<dt id="arg-mitoidtype">mitoIDType<a class="anchor" aria-label="anchor" href="#arg-mitoidtype"></a></dt>
+<dd><p>Character. Types of mitochondrial gene id. SCTK supports
+<code>"symbol"</code>, <code>"entrez"</code>, <code>"ensembl"</code> and
+<code>"ensemblTranscriptID"</code>. It is used with <code>mitoRef</code> to extract
+mitochondrial genes from build-in mitochondrial geneset in SCTK. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>mitoPrefix</dt>
-<dd><p>Character. The prefix used to get mitochondrial gene from 
-either <code>rownames(inSCE)</code> or columns of <code>rowData(inSCE)</code> specified 
-by <code>mitoGeneLocation</code>. This parameter is usually used to extract mitochondrial 
-genes from the gene symbol. For example, <code>mitoPrefix = "^MT-"</code> can be used 
+<dt id="arg-mitoprefix">mitoPrefix<a class="anchor" aria-label="anchor" href="#arg-mitoprefix"></a></dt>
+<dd><p>Character. The prefix used to get mitochondrial gene from
+either <code>rownames(inSCE)</code> or columns of <code>rowData(inSCE)</code> specified
+by <code>mitoGeneLocation</code>. This parameter is usually used to extract mitochondrial
+genes from the gene symbol. For example, <code>mitoPrefix = "^MT-"</code> can be used
 to detect mito gene symbols like "MT-ND4". Note that case is ignored so "mt-"
 will still match "MT-ND4". Default <code>"^MT-"</code>.</p></dd>
 
 
-<dt>mitoID</dt>
+<dt id="arg-mitoid">mitoID<a class="anchor" aria-label="anchor" href="#arg-mitoid"></a></dt>
 <dd><p>Character. A vector of mitochondrial genes to be quantified.</p></dd>
 
 
-<dt>collectionName</dt>
+<dt id="arg-collectionname">collectionName<a class="anchor" aria-label="anchor" href="#arg-collectionname"></a></dt>
 <dd><p>Character. Name of a <code>GeneSetCollection</code> obtained
 by using one of the <code>importGeneSet*</code> functions. Default <code>NULL</code>.</p></dd>
 
 
-<dt>geneSetList</dt>
+<dt id="arg-genesetlist">geneSetList<a class="anchor" aria-label="anchor" href="#arg-genesetlist"></a></dt>
 <dd><p>List of gene sets to be quantified. The genes in the
 assays will be matched to the genes in the list based on
 <code>geneSetListLocation</code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>geneSetListLocation</dt>
-<dd><p>Character or numeric vector. If set to 
-<code>'rownames'</code>, then the genes in <code>geneSetList</code> will be looked up in 
-<code>rownames(inSCE)</code>. If another character is supplied, then genes will be 
-looked up in the column names of <code>rowData(inSCE)</code>. A character vector 
-with the same length as <code>geneSetList</code> can be supplied if the IDs for 
-different gene sets are found in different places, including a mixture of 
+<dt id="arg-genesetlistlocation">geneSetListLocation<a class="anchor" aria-label="anchor" href="#arg-genesetlistlocation"></a></dt>
+<dd><p>Character or numeric vector. If set to
+<code>'rownames'</code>, then the genes in <code>geneSetList</code> will be looked up in
+<code>rownames(inSCE)</code>. If another character is supplied, then genes will be
+looked up in the column names of <code>rowData(inSCE)</code>. A character vector
+with the same length as <code>geneSetList</code> can be supplied if the IDs for
+different gene sets are found in different places, including a mixture of
 <code>'rownames'</code> and <code>rowData(inSCE)</code>. An integer or integer vector can
-be supplied to denote the column index in <code>rowData(inSCE)</code>. Default 
+be supplied to denote the column index in <code>rowData(inSCE)</code>. Default
 <code>'rownames'</code>.</p></dd>
 
 
-<dt>geneSetCollection</dt>
+<dt id="arg-genesetcollection">geneSetCollection<a class="anchor" aria-label="anchor" href="#arg-genesetcollection"></a></dt>
 <dd><p>Class of <code>GeneSetCollection</code> from package
 GSEABase. The location of the gene IDs in <code>inSCE</code> should be in the
 <code>description</code> slot of each gene set and should follow the
-same notation as <code>geneSetListLocation</code>. The function 
-<code><a href="https://rdrr.io/pkg/GSEABase/man/getObjects.html" class="external-link">getGmt</a></code> can be used to read in gene sets from a GMT 
-file. If reading a GMT file, the second column for each gene set should be 
-the description denoting the location of the gene IDs in <code>inSCE</code>. These 
-gene sets will be included with those from <code>geneSetList</code> if both 
+same notation as <code>geneSetListLocation</code>. The function
+<code><a href="https://rdrr.io/pkg/GSEABase/man/getObjects.html" class="external-link">getGmt</a></code> can be used to read in gene sets from a GMT
+file. If reading a GMT file, the second column for each gene set should be
+the description denoting the location of the gene IDs in <code>inSCE</code>. These
+gene sets will be included with those from <code>geneSetList</code> if both
 parameters are provided.</p></dd>
 
 
-<dt>percent_top</dt>
+<dt id="arg-percent-top">percent_top<a class="anchor" aria-label="anchor" href="#arg-percent-top"></a></dt>
 <dd><p>An integer vector. Each element is treated as a number of
-top genes to compute the percentage of library size occupied by the most 
+top genes to compute the percentage of library size occupied by the most
 highly expressed genes in each cell. Default <code>c(50, 100, 200, 500)</code>.</p></dd>
 
 
-<dt>use_altexps</dt>
+<dt id="arg-use-altexps">use_altexps<a class="anchor" aria-label="anchor" href="#arg-use-altexps"></a></dt>
 <dd><p>Logical scalar indicating whether QC statistics should
-be computed for alternative Experiments in <code>inSCE</code> 
-(<code>altExps(inSCE)</code>). If <code>TRUE</code>, statistics are computed for all 
-alternative experiments. Alternatively, an integer or character vector 
-specifying the alternative Experiments to use to compute QC statistics. 
-Alternatively <code>NULL</code>, in which case alternative experiments are not 
+be computed for alternative Experiments in <code>inSCE</code>
+(<code>altExps(inSCE)</code>). If <code>TRUE</code>, statistics are computed for all
+alternative experiments. Alternatively, an integer or character vector
+specifying the alternative Experiments to use to compute QC statistics.
+Alternatively <code>NULL</code>, in which case alternative experiments are not
 used. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>flatten</dt>
+<dt id="arg-flatten">flatten<a class="anchor" aria-label="anchor" href="#arg-flatten"></a></dt>
 <dd><p>Logical scalar indicating whether the nested
-<a href="https://rdrr.io/pkg/S4Vectors/man/DataFrame-class.html" class="external-link">DataFrame-class</a> in the output should be flattened. Default 
+<a href="https://rdrr.io/pkg/S4Vectors/man/DataFrame-class.html" class="external-link">DataFrame-class</a> in the output should be flattened. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>detectionLimit</dt>
+<dt id="arg-detectionlimit">detectionLimit<a class="anchor" aria-label="anchor" href="#arg-detectionlimit"></a></dt>
 <dd><p>A numeric scalar specifying the lower detection limit
 for expression. Default <code>0</code></p></dd>
 
 
-<dt>BPPARAM</dt>
+<dt id="arg-bpparam">BPPARAM<a class="anchor" aria-label="anchor" href="#arg-bpparam"></a></dt>
 <dd><p>A BiocParallelParam object specifying whether the QC
-calculations should be parallelized. Default 
+calculations should be parallelized. Default
 <code><a href="https://rdrr.io/pkg/BiocParallel/man/SerialParam-class.html" class="external-link">BiocParallel::SerialParam()</a></code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object with
+    <p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object with
 cell QC metrics added to the colData slot.</p>
     </div>
     <div id="details">
     <h2>Details</h2>
-    <p>This function allows multiple ways to import mitochondrial genes and quantify 
+    <p>This function allows multiple ways to import mitochondrial genes and quantify
 their expression in cells. <code>mitoGeneLocation</code> is required for all
 methods to point to the location within inSCE object that stores the
-mitochondrial gene IDs or Symbols. The various ways mito genes can be 
-specified are:</p><ul><li><p>A combination of <code>mitoRef</code> and <code>mitoIDType</code> 
+mitochondrial gene IDs or Symbols. The various ways mito genes can be
+specified are:</p><ul><li><p>A combination of <code>mitoRef</code> and <code>mitoIDType</code>
   parameters can be used to load pre-built mitochondrial gene sets stored
   in the SCTK package. These parameters are used in the
   <a href="importMitoGeneSet.html">importMitoGeneSet</a> function.</p></li>
 <li><p>The <code>mitoPrefix</code> parameter can be used to search for features
-  matching a particular pattern. The default pattern is an "MT-" 
+  matching a particular pattern. The default pattern is an "MT-"
   at the beginning of the ID.</p></li>
-<li><p>The <code>mitoID</code> parameter can be used to directy supply a vector of 
+<li><p>The <code>mitoID</code> parameter can be used to directy supply a vector of
   mitochondrial gene IDs or names. Only features that exactly match items
   in this vector will be included in the mitochondrial gene set.</p></li>
 </ul></div>
     <div id="see-also">
     <h2>See also</h2>
-    <div class="dont-index"><p><code><a href="https://rdrr.io/pkg/scuttle/man/addPerCellQCMetrics.html" class="external-link">addPerCellQC</a></code>, 
+    <div class="dont-index"><p><code><a href="https://rdrr.io/pkg/scuttle/man/addPerCellQCMetrics.html" class="external-link">addPerCellQC</a></code>,
 <code>link{plotRunPerCellQCResults}</code>, <code><a href="runCellQC.html">runCellQC</a></code></p></div>
     </div>
 
@@ -384,8 +384,8 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">mito.ix</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/grep.html" class="external-link">grep</a></span><span class="op">(</span><span class="st">"^MT-"</span>, <span class="fu">rowData</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span><span class="op">$</span><span class="va">feature_name</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">geneSet</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="st">"Mito"</span><span class="op">=</span><span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">rownames</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span><span class="op">[</span><span class="va">mito.ix</span><span class="op">]</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runPerCellQC</span><span class="op">(</span><span class="va">sce</span>, geneSetList <span class="op">=</span> <span class="va">geneSet</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:18:40 2024 ... Running 'perCellQCMetrics'</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:18:40 2024 ...... Attempting to find mitochondrial genes by identifying features in 'rownames' that match mitochondrial genes from reference 'human' and ID type 'ensembl'.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:32:19 2025 ... Running 'perCellQCMetrics'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:32:19 2025 ...... Attempting to find mitochondrial genes by identifying features in 'rownames' that match mitochondrial genes from reference 'human' and ID type 'ensembl'.</span>
 </code></pre></div>
     </div>
   </div>
@@ -400,15 +400,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runSCANORAMA.html b/docs/reference/runSCANORAMA.html
index d61506424..ae95ecde1 100644
--- a/docs/reference/runSCANORAMA.html
+++ b/docs/reference/runSCANORAMA.html
@@ -1,13 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Apply the mutual nearest neighbors (MNN) batch effect correction method to
-SingleCellExperiment object — runSCANORAMA • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Apply the mutual nearest neighbors (MNN) batch effect correction method to
-SingleCellExperiment object — runSCANORAMA"><meta property="og:description" content="SCANORAMA is analogous to computer vision algorithms for panorama stitching
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Apply the mutual nearest neighbors (MNN) batch effect correction method to SingleCellExperiment object — runSCANORAMA • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Apply the mutual nearest neighbors (MNN) batch effect correction method to SingleCellExperiment object — runSCANORAMA"><meta property="og:description" content="SCANORAMA is analogous to computer vision algorithms for panorama stitching
 that identify images with overlapping content and merge these into a larger
 panorama."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -21,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -29,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -38,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -63,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -184,26 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Apply the mutual nearest neighbors (MNN) batch effect correction method to
-SingleCellExperiment object</h1>
+    <h1>Apply the mutual nearest neighbors (MNN) batch effect correction method to SingleCellExperiment object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/runBatchCorrection.R" class="external-link"><code>R/runBatchCorrection.R</code></a></small>
     <div class="hidden name"><code>runSCANORAMA.Rd</code></div>
     </div>
@@ -229,53 +226,53 @@ <h1>Apply the mutual nearest neighbors (MNN) batch effect correction method to
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A single character indicating the name of the assay requiring
 batch correction. Scanorama requires a transformed normalized expression
 assay. Default <code>"logcounts"</code>.</p></dd>
 
 
-<dt>batch</dt>
+<dt id="arg-batch">batch<a class="anchor" aria-label="anchor" href="#arg-batch"></a></dt>
 <dd><p>A single character indicating a field in <code>colData</code> that
 annotates the batches of each cell; or a vector/factor with the same length
 as the number of cells. Default <code>"batch"</code>.</p></dd>
 
 
-<dt>assayName</dt>
+<dt id="arg-assayname">assayName<a class="anchor" aria-label="anchor" href="#arg-assayname"></a></dt>
 <dd><p>A single characeter. The name for the corrected assay. Will
 be saved to <code>assay</code>. Default
 <code>"SCANORAMA"</code>.</p></dd>
 
 
-<dt>SIGMA</dt>
+<dt id="arg-sigma">SIGMA<a class="anchor" aria-label="anchor" href="#arg-sigma"></a></dt>
 <dd><p>A numeric scalar. Algorithmic parameter, correction smoothing
 parameter on Gaussian kernel. Default <code>15</code>.</p></dd>
 
 
-<dt>ALPHA</dt>
+<dt id="arg-alpha">ALPHA<a class="anchor" aria-label="anchor" href="#arg-alpha"></a></dt>
 <dd><p>A numeric scalar. Algorithmic parameter, alignment score
 minimum cutoff. Default <code>0.1</code>.</p></dd>
 
 
-<dt>KNN</dt>
+<dt id="arg-knn">KNN<a class="anchor" aria-label="anchor" href="#arg-knn"></a></dt>
 <dd><p>An integer. Algorithmic parameter, number of nearest neighbors to
 use for matching. Default <code>20</code>.</p></dd>
 
 
-<dt>approx</dt>
+<dt id="arg-approx">approx<a class="anchor" aria-label="anchor" href="#arg-approx"></a></dt>
 <dd><p>Boolean. Use approximate nearest neighbors, greatly speeds up
 matching runtime. Default <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input SingleCellExperiment object with
+    <p>The input SingleCellExperiment object with
 <code>assay(inSCE, assayName)</code> updated.</p>
     </div>
     <div id="references">
@@ -285,11 +282,11 @@ <h2>References</h2>
 
     <div id="ref-examples">
     <h2>Examples</h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">'sceBatches'</span>, package <span class="op">=</span> <span class="st">'singleCellTK'</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">logcounts</span><span class="op">(</span><span class="va">sceBatches</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log1p</a></span><span class="op">(</span><span class="fu">counts</span><span class="op">(</span><span class="va">sceBatches</span><span class="op">)</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sceCorr</span> <span class="op">&lt;-</span> <span class="fu">runSCANORAMA</span><span class="op">(</span><span class="va">sceBatches</span>, <span class="st">"ScaterLogNormCounts"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -304,15 +301,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runSCMerge.html b/docs/reference/runSCMerge.html
index 7273bc0e0..cd6eddef1 100644
--- a/docs/reference/runSCMerge.html
+++ b/docs/reference/runSCMerge.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Apply scMerge batch effect correction method to SingleCellExperiment object — runSCMerge • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Apply scMerge batch effect correction method to SingleCellExperiment object — runSCMerge"><meta property="og:description" content="The scMerge method leverages factor analysis, stably expressed genes (SEGs)
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Apply scMerge batch effect correction method to SingleCellExperiment object — runSCMerge • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Apply scMerge batch effect correction method to SingleCellExperiment object — runSCMerge"><meta property="og:description" content="The scMerge method leverages factor analysis, stably expressed genes (SEGs)
 and (pseudo-) replicates to remove unwanted variations and merge multiple
 scRNA-Seq data."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <![endif]--></head><body data-spy="scroll" data-target="#toc">
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+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -227,32 +227,34 @@ <h1>Apply scMerge batch effect correction method to SingleCellExperiment object<
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A single character indicating the name of the assay requiring
 batch correction. Default <code>"logcounts"</code>.</p></dd>
 
 
-<dt>batch</dt>
+<dt id="arg-batch">batch<a class="anchor" aria-label="anchor" href="#arg-batch"></a></dt>
 <dd><p>A single character indicating a field in
 <code>colData</code> that annotates the batches.
 Default <code>"batch"</code>.</p></dd>
 
 
-<dt>assayName</dt>
+<dt id="arg-assayname">assayName<a class="anchor" aria-label="anchor" href="#arg-assayname"></a></dt>
 <dd><p>A single characeter. The name for the corrected assay. Will
 be saved to <code>assay</code>. Default <code>"scMerge"</code>.</p></dd>
 
 
-<dt>hvgExprs</dt>
+<dt id="arg-hvgexprs">hvgExprs<a class="anchor" aria-label="anchor" href="#arg-hvgexprs"></a></dt>
 <dd><p>A single characeter. The assay that to be used for highly
 variable genes identification. Default <code>"counts"</code>.</p></dd>
 
 
-<dt>seg</dt>
+<dt id="arg-seg">seg<a class="anchor" aria-label="anchor" href="#arg-seg"></a></dt>
 <dd><p>A vector of gene names or indices that specifies SEG (Stably
 Expressed Genes) set as negative control. Pre-defined dataset with human and
 mouse SEG lists is available with <code><a href="https://rdrr.io/pkg/scMerge/man/segList.html" class="external-link">segList</a></code> or
@@ -261,30 +263,28 @@ <h2>Arguments</h2>
 <code><a href="https://rdrr.io/pkg/scMerge/man/scSEGIndex.html" class="external-link">scSEGIndex</a></code>.</p></dd>
 
 
-<dt>kmeansK</dt>
+<dt id="arg-kmeansk">kmeansK<a class="anchor" aria-label="anchor" href="#arg-kmeansk"></a></dt>
 <dd><p>An integer vector. Indicating the kmeans' K-value for each
 batch (i.e. how many subclusters in each batch should exist), in order to
-construct pseudo-replicates. The length of codekmeansK needs to be the same
+construct pseudo-replicates. The length of <code>kmeansK</code> needs to be the same
 as the number of batches. Default <code>NULL</code>, and this value will be
 auto-detected by default, depending on <code>cellType</code>.</p></dd>
 
 
-<dt>cellType</dt>
+<dt id="arg-celltype">cellType<a class="anchor" aria-label="anchor" href="#arg-celltype"></a></dt>
 <dd><p>A single character. A string indicating a field in
 <code>colData(inSCE)</code> that defines different cell types. Default
 <code>'cell_type'</code>.</p></dd>
 
 
-<dt>BPPARAM</dt>
+<dt id="arg-bpparam">BPPARAM<a class="anchor" aria-label="anchor" href="#arg-bpparam"></a></dt>
 <dd><p>A BiocParallelParam object specifying whether
 should be parallelized. Default <code><a href="https://rdrr.io/pkg/BiocParallel/man/SerialParam-class.html" class="external-link">BiocParallel::SerialParam()</a></code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input SingleCellExperiment object with
+    <p>The input SingleCellExperiment object with
 <code>assay(inSCE, assayName)</code> updated.</p>
     </div>
     <div id="references">
@@ -295,10 +295,10 @@ <h2>References</h2>
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">'sceBatches'</span>, package <span class="op">=</span> <span class="st">'singleCellTK'</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="fu">logcounts</span><span class="op">(</span><span class="va">sceBatches</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log1p</a></span><span class="op">(</span><span class="fu">counts</span><span class="op">(</span><span class="va">sceBatches</span><span class="op">)</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sceCorr</span> <span class="op">&lt;-</span> <span class="fu">runSCMerge</span><span class="op">(</span><span class="va">sceBatches</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -313,15 +313,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runScDblFinder.html b/docs/reference/runScDblFinder.html
index 7c8c39f1c..d7fc45166 100644
--- a/docs/reference/runScDblFinder.html
+++ b/docs/reference/runScDblFinder.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Detect doublet cells using scDblFinder. — runScDblFinder • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Detect doublet cells using scDblFinder. — runScDblFinder"><meta property="og:description" content="A wrapper function for scDblFinder. Identify
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Detect doublet cells using scDblFinder. — runScDblFinder • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Detect doublet cells using scDblFinder. — runScDblFinder"><meta property="og:description" content="A wrapper function for scDblFinder. Identify
  potential doublet cells based on simulations of putative doublet expression
  profiles. Generate a doublet score for each cell."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -225,54 +225,54 @@ <h1>Detect doublet cells using <a href="https://plger.github.io/scDblFinder/refe
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A SingleCellExperiment object.</p></dd>
 
 
-<dt>sample</dt>
-<dd><p>Character vector or colData variable name. Indicates which 
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
+<dd><p>Character vector or colData variable name. Indicates which
 sample each cell belongs to. Default <code>NULL</code>.</p></dd>
 
 
-<dt>useAssay</dt>
-<dd><p>A string specifying which assay in the SCE to use. Default 
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
+<dd><p>A string specifying which assay in the SCE to use. Default
 <code>"counts"</code>.</p></dd>
 
 
-<dt>nNeighbors</dt>
+<dt id="arg-nneighbors">nNeighbors<a class="anchor" aria-label="anchor" href="#arg-nneighbors"></a></dt>
 <dd><p>Number of nearest neighbors used to calculate density for
 doublet detection. Default <code>50</code>.</p></dd>
 
 
-<dt>simDoublets</dt>
-<dd><p>Number of simulated doublets created for doublet 
+<dt id="arg-simdoublets">simDoublets<a class="anchor" aria-label="anchor" href="#arg-simdoublets"></a></dt>
+<dd><p>Number of simulated doublets created for doublet
 detection. Default <code>10000</code>.</p></dd>
 
 
-<dt>seed</dt>
-<dd><p>Seed for the random number generator, can be set to <code>NULL</code>. 
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
+<dd><p>Seed for the random number generator, can be set to <code>NULL</code>.
 Default <code>12345</code>.</p></dd>
 
 
-<dt>BPPARAM</dt>
-<dd><p>A <code><a href="https://rdrr.io/pkg/BiocParallel/man/BiocParallelParam-class.html" class="external-link">BiocParallelParam-class</a></code> object 
-specifying whether the neighbour searches should be parallelized. Default 
+<dt id="arg-bpparam">BPPARAM<a class="anchor" aria-label="anchor" href="#arg-bpparam"></a></dt>
+<dd><p>A <code><a href="https://rdrr.io/pkg/BiocParallel/man/BiocParallelParam-class.html" class="external-link">BiocParallelParam-class</a></code> object
+specifying whether the neighbour searches should be parallelized. Default
 <code><a href="https://rdrr.io/pkg/BiocParallel/man/SerialParam-class.html" class="external-link">BiocParallel::SerialParam()</a></code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object with the
+    <p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object with the
 scDblFinder QC outputs added to the colData slot.</p>
     </div>
     <div id="details">
     <h2>Details</h2>
-    <p>This function is a wrapper function for 
-<a href="https://plger.github.io/scDblFinder/reference/scDblFinder.html" class="external-link">scDblFinder</a>. <code>runScDblFinder</code> runs 
-<a href="https://plger.github.io/scDblFinder/reference/scDblFinder.html" class="external-link">scDblFinder</a> for each sample within <code>inSCE</code> 
-iteratively. The resulting doublet scores for all cells will be appended to 
+    <p>This function is a wrapper function for
+<a href="https://plger.github.io/scDblFinder/reference/scDblFinder.html" class="external-link">scDblFinder</a>. <code>runScDblFinder</code> runs
+<a href="https://plger.github.io/scDblFinder/reference/scDblFinder.html" class="external-link">scDblFinder</a> for each sample within <code>inSCE</code>
+iteratively. The resulting doublet scores for all cells will be appended to
 the <code>colData</code> of <code>inSCE</code>.</p>
     </div>
     <div id="references">
@@ -282,7 +282,7 @@ <h2>References</h2>
     </div>
     <div id="see-also">
     <h2>See also</h2>
-    <div class="dont-index"><p><code><a href="https://plger.github.io/scDblFinder/reference/scDblFinder.html" class="external-link">scDblFinder</a></code>, 
+    <div class="dont-index"><p><code><a href="https://plger.github.io/scDblFinder/reference/scDblFinder.html" class="external-link">scDblFinder</a></code>,
 <code><a href="plotScDblFinderResults.html">plotScDblFinderResults</a></code>, <code><a href="runCellQC.html">runCellQC</a></code></p></div>
     </div>
 
@@ -291,7 +291,7 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runScDblFinder</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:18:48 2024 ... Running 'scDblFinder'</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:32:24 2025 ... Running 'scDblFinder'</span>
 </code></pre></div>
     </div>
   </div>
@@ -306,15 +306,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runScanpyFindClusters.html b/docs/reference/runScanpyFindClusters.html
index 0a5caece0..414edcf44 100644
--- a/docs/reference/runScanpyFindClusters.html
+++ b/docs/reference/runScanpyFindClusters.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
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-Computes the clusters from the input sce object and stores them back in sce
-object — runScanpyFindClusters • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runScanpyFindClusters
-Computes the clusters from the input sce object and stores them back in sce
-object — runScanpyFindClusters"><meta property="og:description" content="runScanpyFindClusters
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runScanpyFindClusters Computes the clusters from the input sce object and stores them back in sce object — runScanpyFindClusters • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runScanpyFindClusters Computes the clusters from the input sce object and stores them back in sce object — runScanpyFindClusters"><meta property="og:description" content="runScanpyFindClusters
 Computes the clusters from the input sce object and stores them back in sce
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-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
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@@ -31,7 +27,7 @@
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@@ -40,7 +36,7 @@
 <li class="dropdown">
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@@ -65,7 +61,7 @@
 <li class="dropdown">
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   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>runScanpyFindClusters
-Computes the clusters from the input sce object and stores them back in sce
-object</h1>
+    <h1>runScanpyFindClusters Computes the clusters from the input sce object and stores them back in sce object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/scanpyFunctions.R" class="external-link"><code>R/scanpyFunctions.R</code></a></small>
     <div class="hidden name"><code>runScanpyFindClusters.Rd</code></div>
     </div>
@@ -239,99 +233,99 @@ <h1>runScanpyFindClusters
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object from which clusters should be computed and stored
 in</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Assay containing scaled counts to use for clustering.</p></dd>
 
 
-<dt>useReducedDim</dt>
-<dd><p>Reduction method to use for computing clusters. 
+<dt id="arg-usereduceddim">useReducedDim<a class="anchor" aria-label="anchor" href="#arg-usereduceddim"></a></dt>
+<dd><p>Reduction method to use for computing clusters.
 Default <code>"scanpyPCA"</code>.</p></dd>
 
 
-<dt>nNeighbors</dt>
-<dd><p>The size of local neighborhood (in terms of number of 
-neighboring data points) used for manifold approximation. Larger values 
-result in more global views of the manifold, while smaller values result in 
+<dt id="arg-nneighbors">nNeighbors<a class="anchor" aria-label="anchor" href="#arg-nneighbors"></a></dt>
+<dd><p>The size of local neighborhood (in terms of number of
+neighboring data points) used for manifold approximation. Larger values
+result in more global views of the manifold, while smaller values result in
 more local data being preserved. Default <code>10</code>.</p></dd>
 
 
-<dt>dims</dt>
+<dt id="arg-dims">dims<a class="anchor" aria-label="anchor" href="#arg-dims"></a></dt>
 <dd><p>numeric value of how many components to use for computing
 clusters. Default <code>40</code>.</p></dd>
 
 
-<dt>method</dt>
+<dt id="arg-method">method<a class="anchor" aria-label="anchor" href="#arg-method"></a></dt>
 <dd><p>selected method to compute clusters. One of "louvain",
 and "leiden". Default <code>louvain</code>.</p></dd>
 
 
-<dt>colDataName</dt>
-<dd><p>Specify the name to give to this clustering result. 
+<dt id="arg-coldataname">colDataName<a class="anchor" aria-label="anchor" href="#arg-coldataname"></a></dt>
+<dd><p>Specify the name to give to this clustering result.
 Default is <code>NULL</code> that will generate a meaningful name automatically.</p></dd>
 
 
-<dt>resolution</dt>
-<dd><p>A parameter value controlling the coarseness of the 
+<dt id="arg-resolution">resolution<a class="anchor" aria-label="anchor" href="#arg-resolution"></a></dt>
+<dd><p>A parameter value controlling the coarseness of the
 clustering. Higher values lead to more clusters Default <code>1</code>.</p></dd>
 
 
-<dt>niterations</dt>
-<dd><p>How many iterations of the Leiden clustering method to 
-perform. Positive values above 2 define the total number of iterations to 
+<dt id="arg-niterations">niterations<a class="anchor" aria-label="anchor" href="#arg-niterations"></a></dt>
+<dd><p>How many iterations of the Leiden clustering method to
+perform. Positive values above 2 define the total number of iterations to
 perform, -1 has the method run until it reaches its optimal clustering.
 Default <code>-1</code>.</p></dd>
 
 
-<dt>flavor</dt>
+<dt id="arg-flavor">flavor<a class="anchor" aria-label="anchor" href="#arg-flavor"></a></dt>
 <dd><p>Choose between to packages for computing the clustering.
 Default <code>vtraag</code></p></dd>
 
 
-<dt>use_weights</dt>
+<dt id="arg-use-weights">use_weights<a class="anchor" aria-label="anchor" href="#arg-use-weights"></a></dt>
 <dd><p>Boolean. Use weights from knn graph. Default <code>FALSE</code></p></dd>
 
 
-<dt>cor_method</dt>
-<dd><p>correlation method to use. Options are ‘pearson’, 
+<dt id="arg-cor-method">cor_method<a class="anchor" aria-label="anchor" href="#arg-cor-method"></a></dt>
+<dd><p>correlation method to use. Options are ‘pearson’,
 ‘kendall’, and ‘spearman’. Default <code>pearson</code>.</p></dd>
 
 
-<dt>inplace</dt>
-<dd><p>If True, adds dendrogram information to annData object, 
+<dt id="arg-inplace">inplace<a class="anchor" aria-label="anchor" href="#arg-inplace"></a></dt>
+<dd><p>If True, adds dendrogram information to annData object,
 else this function returns the information. Default <code>TRUE</code></p></dd>
 
 
-<dt>externalReduction</dt>
+<dt id="arg-externalreduction">externalReduction<a class="anchor" aria-label="anchor" href="#arg-externalreduction"></a></dt>
 <dd><p>Pass DimReduce object if PCA computed through
 other libraries. Default <code>NULL</code>.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>Specify numeric value to set as a seed. Default <code>12345</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Updated sce object which now contains the computed clusters</p>
+    <p>Updated sce object which now contains the computed clusters</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindHVG.html">runScanpyFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span>, method <span class="op">=</span> <span class="st">"seurat"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyScaleData.html">runScanpyScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyPCA.html">runScanpyPCA</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyScaledData"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runScanpyFindClusters</span><span class="op">(</span><span class="va">sce</span>, useReducedDim <span class="op">=</span> <span class="st">"scanpyPCA"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -346,15 +340,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runScanpyFindHVG.html b/docs/reference/runScanpyFindHVG.html
index 750aeed34..776e398c7 100644
--- a/docs/reference/runScanpyFindHVG.html
+++ b/docs/reference/runScanpyFindHVG.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
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-Find highly variable genes and store in the input sce object — runScanpyFindHVG • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runScanpyFindHVG
-Find highly variable genes and store in the input sce object — runScanpyFindHVG"><meta property="og:description" content="runScanpyFindHVG
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+
 
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@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>runScanpyFindHVG
-Find highly variable genes and store in the input sce object</h1>
+    <h1>runScanpyFindHVG Find highly variable genes and store in the input sce object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/scanpyFunctions.R" class="external-link"><code>R/scanpyFunctions.R</code></a></small>
     <div class="hidden name"><code>runScanpyFindHVG.Rd</code></div>
     </div>
@@ -229,81 +226,79 @@ <h1>runScanpyFindHVG
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object to compute highly variable genes from and to store
 back to it</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Specify the name of the assay to use for computation
-of variable genes. It is recommended to use log normalized data, except when 
+of variable genes. It is recommended to use log normalized data, except when
 flavor='seurat_v3', in which counts data is expected.</p></dd>
 
 
-<dt>method</dt>
+<dt id="arg-method">method<a class="anchor" aria-label="anchor" href="#arg-method"></a></dt>
 <dd><p>selected method to use for computation of highly variable
 genes. One of <code>'seurat'</code>, <code>'cell_ranger'</code>, or <code>'seurat_v3'</code>.
 Default <code>"seurat"</code>.</p></dd>
 
 
-<dt>altExpName</dt>
+<dt id="arg-altexpname">altExpName<a class="anchor" aria-label="anchor" href="#arg-altexpname"></a></dt>
 <dd><p>Character. Name of the alternative experiment object to
 add if <code>returnAsAltExp = TRUE</code>. Default <code>featureSubset</code>.</p></dd>
 
 
-<dt>altExp</dt>
+<dt id="arg-altexp">altExp<a class="anchor" aria-label="anchor" href="#arg-altexp"></a></dt>
 <dd><p>Logical value indicating if the input object is an
 altExperiment. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>hvgNumber</dt>
+<dt id="arg-hvgnumber">hvgNumber<a class="anchor" aria-label="anchor" href="#arg-hvgnumber"></a></dt>
 <dd><p>numeric value of how many genes to select as highly
 variable. Default <code>2000</code></p></dd>
 
 
-<dt>minMean</dt>
-<dd><p>If n_top_genes unequals None, this and all other cutoffs for 
-the means and the normalized dispersions are ignored. Ignored if 
+<dt id="arg-minmean">minMean<a class="anchor" aria-label="anchor" href="#arg-minmean"></a></dt>
+<dd><p>If n_top_genes unequals None, this and all other cutoffs for
+the means and the normalized dispersions are ignored. Ignored if
 flavor='seurat_v3'. Default <code>0.0125</code></p></dd>
 
 
-<dt>maxMean</dt>
-<dd><p>If n_top_genes unequals None, this and all other cutoffs for 
-the means and the normalized dispersions are ignored. Ignored if 
+<dt id="arg-maxmean">maxMean<a class="anchor" aria-label="anchor" href="#arg-maxmean"></a></dt>
+<dd><p>If n_top_genes unequals None, this and all other cutoffs for
+the means and the normalized dispersions are ignored. Ignored if
 flavor='seurat_v3'. Default <code>3</code></p></dd>
 
 
-<dt>minDisp</dt>
-<dd><p>If n_top_genes unequals None, this and all other cutoffs for 
-the means and the normalized dispersions are ignored. Ignored if 
+<dt id="arg-mindisp">minDisp<a class="anchor" aria-label="anchor" href="#arg-mindisp"></a></dt>
+<dd><p>If n_top_genes unequals None, this and all other cutoffs for
+the means and the normalized dispersions are ignored. Ignored if
 flavor='seurat_v3'. Default <code>0.5</code></p></dd>
 
 
-<dt>maxDisp</dt>
-<dd><p>If n_top_genes unequals None, this and all other cutoffs for 
-the means and the normalized dispersions are ignored. Ignored if 
+<dt id="arg-maxdisp">maxDisp<a class="anchor" aria-label="anchor" href="#arg-maxdisp"></a></dt>
+<dd><p>If n_top_genes unequals None, this and all other cutoffs for
+the means and the normalized dispersions are ignored. Ignored if
 flavor='seurat_v3'. Default <code>Inf</code></p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Updated <code>SingleCellExperiment</code> object with highly variable genes
+    <p>Updated <code>SingleCellExperiment</code> object with highly variable genes
 computation stored
 <code><a href="getTopHVG.html">getTopHVG</a></code>, <code><a href="plotTopHVG.html">plotTopHVG</a></code></p>
-
-
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runScanpyFindHVG</span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span>, method <span class="op">=</span> <span class="st">"seurat"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">g</span> <span class="op">&lt;-</span> <span class="fu"><a href="getTopHVG.html">getTopHVG</a></span><span class="op">(</span><span class="va">sce</span>, method <span class="op">=</span> <span class="st">"seurat"</span>, hvgNumber <span class="op">=</span> <span class="fl">500</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -318,15 +313,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runScanpyFindMarkers.html b/docs/reference/runScanpyFindMarkers.html
index c2c718a30..38669dd48 100644
--- a/docs/reference/runScanpyFindMarkers.html
+++ b/docs/reference/runScanpyFindMarkers.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runScanpyFindMarkers — runScanpyFindMarkers • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runScanpyFindMarkers — runScanpyFindMarkers"><meta property="og:description" content="runScanpyFindMarkers"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runScanpyFindMarkers — runScanpyFindMarkers • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runScanpyFindMarkers — runScanpyFindMarkers"><meta property="og:description" content="runScanpyFindMarkers"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -222,64 +222,64 @@ <h1>runScanpyFindMarkers</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>nGenes</dt>
-<dd><p>The number of genes that appear in the returned tables. 
+<dt id="arg-ngenes">nGenes<a class="anchor" aria-label="anchor" href="#arg-ngenes"></a></dt>
+<dd><p>The number of genes that appear in the returned tables.
 Defaults to all genes.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Specify the name of the assay to use for computation
 of marker genes. It is recommended to use log normalized assay.</p></dd>
 
 
-<dt>colDataName</dt>
-<dd><p>colData to use as the key of the observations grouping to 
+<dt id="arg-coldataname">colDataName<a class="anchor" aria-label="anchor" href="#arg-coldataname"></a></dt>
+<dd><p>colData to use as the key of the observations grouping to
 consider.</p></dd>
 
 
-<dt>group1</dt>
-<dd><p>Name of group1. Subset of groups, to which comparison shall be 
+<dt id="arg-group-">group1<a class="anchor" aria-label="anchor" href="#arg-group-"></a></dt>
+<dd><p>Name of group1. Subset of groups, to which comparison shall be
 restricted, or 'all' (default), for all groups.</p></dd>
 
 
-<dt>group2</dt>
-<dd><p>Name of group2. If 'rest', compare each group to the union of 
-the rest of the group. If a group identifier, compare with respect to this 
+<dt id="arg-group-">group2<a class="anchor" aria-label="anchor" href="#arg-group-"></a></dt>
+<dd><p>Name of group2. If 'rest', compare each group to the union of
+the rest of the group. If a group identifier, compare with respect to this
 group. Default is 'rest'</p></dd>
 
 
-<dt>test</dt>
+<dt id="arg-test">test<a class="anchor" aria-label="anchor" href="#arg-test"></a></dt>
 <dd><p>Test to use for DE. Default <code>"t-test"</code>.</p></dd>
 
 
-<dt>corr_method</dt>
-<dd><p>p-value correction method. Used only for 't-test', 
+<dt id="arg-corr-method">corr_method<a class="anchor" aria-label="anchor" href="#arg-corr-method"></a></dt>
+<dd><p>p-value correction method. Used only for 't-test',
 't-test_overestim_var', and 'wilcoxon'.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>SingleCellExperiment</code> object that contains marker genes
+    <p>A <code>SingleCellExperiment</code> object that contains marker genes
 populated in a data.frame stored inside metadata slot.</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindHVG.html">runScanpyFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span>, method <span class="op">=</span> <span class="st">"seurat"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyScaleData.html">runScanpyScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyPCA.html">runScanpyPCA</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyScaledData"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindClusters.html">runScanpyFindClusters</a></span><span class="op">(</span><span class="va">sce</span>, useReducedDim <span class="op">=</span> <span class="st">"scanpyPCA"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runScanpyFindMarkers</span><span class="op">(</span><span class="va">sce</span>, colDataName <span class="op">=</span> <span class="st">"Scanpy_louvain_1"</span> <span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -294,15 +294,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runScanpyNormalizeData.html b/docs/reference/runScanpyNormalizeData.html
index a5597327e..335588741 100644
--- a/docs/reference/runScanpyNormalizeData.html
+++ b/docs/reference/runScanpyNormalizeData.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runScanpyNormalizeData
-Wrapper for NormalizeData() function from scanpy library
-Normalizes the sce object according to the input parameters — runScanpyNormalizeData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runScanpyNormalizeData
-Wrapper for NormalizeData() function from scanpy library
-Normalizes the sce object according to the input parameters — runScanpyNormalizeData"><meta property="og:description" content="runScanpyNormalizeData
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runScanpyNormalizeData Wrapper for NormalizeData() function from scanpy library Normalizes the sce object according to the input parameters — runScanpyNormalizeData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runScanpyNormalizeData Wrapper for NormalizeData() function from scanpy library Normalizes the sce object according to the input parameters — runScanpyNormalizeData"><meta property="og:description" content="runScanpyNormalizeData
 Wrapper for NormalizeData() function from scanpy library
 Normalizes the sce object according to the input parameters"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>runScanpyNormalizeData
-Wrapper for NormalizeData() function from scanpy library
-Normalizes the sce object according to the input parameters</h1>
+    <h1>runScanpyNormalizeData Wrapper for NormalizeData() function from scanpy library Normalizes the sce object according to the input parameters</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/scanpyFunctions.R" class="external-link"><code>R/scanpyFunctions.R</code></a></small>
     <div class="hidden name"><code>runScanpyNormalizeData.Rd</code></div>
     </div>
@@ -229,35 +223,35 @@ <h1>runScanpyNormalizeData
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object to normalize</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Assay containing raw counts to use for normalization.</p></dd>
 
 
-<dt>targetSum</dt>
-<dd><p>If NULL, after normalization, each observation (cell) has a 
-total count equal to the median of total counts for observations (cells) 
+<dt id="arg-targetsum">targetSum<a class="anchor" aria-label="anchor" href="#arg-targetsum"></a></dt>
+<dd><p>If NULL, after normalization, each observation (cell) has a
+total count equal to the median of total counts for observations (cells)
 before normalization. Default <code>1e4</code></p></dd>
 
 
-<dt>maxFraction</dt>
-<dd><p>Include cells that have more counts than max_fraction of 
+<dt id="arg-maxfraction">maxFraction<a class="anchor" aria-label="anchor" href="#arg-maxfraction"></a></dt>
+<dd><p>Include cells that have more counts than max_fraction of
 the original total counts in at least one cell. Default <code>0.05</code></p></dd>
 
 
-<dt>normAssayName</dt>
+<dt id="arg-normassayname">normAssayName<a class="anchor" aria-label="anchor" href="#arg-normassayname"></a></dt>
 <dd><p>Name of new assay containing normalized data. Default
 <code>scanpyNormData</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Normalized <code>SingleCellExperiment</code> object</p>
+    <p>Normalized <code>SingleCellExperiment</code> object</p>
     </div>
 
     <div id="ref-examples">
@@ -265,9 +259,9 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">rownames</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu">rowData</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span><span class="op">$</span><span class="va">feature_name</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runScanpyNormalizeData</span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -282,15 +276,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runScanpyPCA.html b/docs/reference/runScanpyPCA.html
index aced39b28..902663731 100644
--- a/docs/reference/runScanpyPCA.html
+++ b/docs/reference/runScanpyPCA.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runScanpyPCA
-Computes PCA on the input sce object and stores the calculated principal
-components within the sce object — runScanpyPCA • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runScanpyPCA
-Computes PCA on the input sce object and stores the calculated principal
-components within the sce object — runScanpyPCA"><meta property="og:description" content="runScanpyPCA
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runScanpyPCA Computes PCA on the input sce object and stores the calculated principal components within the sce object — runScanpyPCA • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runScanpyPCA Computes PCA on the input sce object and stores the calculated principal components within the sce object — runScanpyPCA"><meta property="og:description" content="runScanpyPCA
 Computes PCA on the input sce object and stores the calculated principal
 components within the sce object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>runScanpyPCA
-Computes PCA on the input sce object and stores the calculated principal
-components within the sce object</h1>
+    <h1>runScanpyPCA Computes PCA on the input sce object and stores the calculated principal components within the sce object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/scanpyFunctions.R" class="external-link"><code>R/scanpyFunctions.R</code></a></small>
     <div class="hidden name"><code>runScanpyPCA.Rd</code></div>
     </div>
@@ -231,57 +225,57 @@ <h1>runScanpyPCA
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object on which to compute PCA</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Assay containing scaled counts to use in PCA. Default
 <code>"scanpyScaledData"</code>.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>Name of new reducedDims object containing Scanpy PCA.
 Default <code>scanpyPCA</code>.</p></dd>
 
 
-<dt>nPCs</dt>
+<dt id="arg-npcs">nPCs<a class="anchor" aria-label="anchor" href="#arg-npcs"></a></dt>
 <dd><p>numeric value of how many components to compute. Default
 <code>50</code>.</p></dd>
 
 
-<dt>method</dt>
-<dd><p>selected method to use for computation of pca. 
+<dt id="arg-method">method<a class="anchor" aria-label="anchor" href="#arg-method"></a></dt>
+<dd><p>selected method to use for computation of pca.
 One of <code>'arpack'</code>, <code>'randomized'</code>, <code>'auto'</code> or <code>'lobpcg'</code>.
 Default <code>"arpack"</code>.</p></dd>
 
 
-<dt>use_highly_variable</dt>
-<dd><p>boolean value of whether to use highly variable 
+<dt id="arg-use-highly-variable">use_highly_variable<a class="anchor" aria-label="anchor" href="#arg-use-highly-variable"></a></dt>
+<dd><p>boolean value of whether to use highly variable
 genes only. By default uses them if they have been determined beforehand.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>Specify numeric value to set as a seed. Default <code>12345</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Updated <code>SingleCellExperiment</code> object which now contains the
+    <p>Updated <code>SingleCellExperiment</code> object which now contains the
 computed principal components</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindHVG.html">runScanpyFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span>, method <span class="op">=</span> <span class="st">"seurat"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyScaleData.html">runScanpyScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runScanpyPCA</span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyScaledData"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -296,15 +290,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runScanpyScaleData.html b/docs/reference/runScanpyScaleData.html
index 586ae8224..b642f558d 100644
--- a/docs/reference/runScanpyScaleData.html
+++ b/docs/reference/runScanpyScaleData.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runScanpyScaleData
-Scales the input sce object according to the input parameters — runScanpyScaleData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runScanpyScaleData
-Scales the input sce object according to the input parameters — runScanpyScaleData"><meta property="og:description" content="runScanpyScaleData
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runScanpyScaleData Scales the input sce object according to the input parameters — runScanpyScaleData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runScanpyScaleData Scales the input sce object according to the input parameters — runScanpyScaleData"><meta property="og:description" content="runScanpyScaleData
 Scales the input sce object according to the input parameters"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>runScanpyScaleData
-Scales the input sce object according to the input parameters</h1>
+    <h1>runScanpyScaleData Scales the input sce object according to the input parameters</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/scanpyFunctions.R" class="external-link"><code>R/scanpyFunctions.R</code></a></small>
     <div class="hidden name"><code>runScanpyScaleData.Rd</code></div>
     </div>
@@ -222,33 +219,33 @@ <h1>runScanpyScaleData
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object to scale</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Assay containing normalized counts to scale.</p></dd>
 
 
-<dt>scaledAssayName</dt>
+<dt id="arg-scaledassayname">scaledAssayName<a class="anchor" aria-label="anchor" href="#arg-scaledassayname"></a></dt>
 <dd><p>Name of new assay containing scaled data. Default
 <code>scanpyScaledData</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Scaled <code>SingleCellExperiment</code> object</p>
+    <p>Scaled <code>SingleCellExperiment</code> object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runScanpyScaleData</span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -263,15 +260,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runScanpyTSNE.html b/docs/reference/runScanpyTSNE.html
index d9a37e421..9a511d889 100644
--- a/docs/reference/runScanpyTSNE.html
+++ b/docs/reference/runScanpyTSNE.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runScanpyTSNE
-Computes tSNE from the given sce object and stores the tSNE computations back
-into the sce object — runScanpyTSNE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runScanpyTSNE
-Computes tSNE from the given sce object and stores the tSNE computations back
-into the sce object — runScanpyTSNE"><meta property="og:description" content="runScanpyTSNE
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runScanpyTSNE Computes tSNE from the given sce object and stores the tSNE computations back into the sce object — runScanpyTSNE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runScanpyTSNE Computes tSNE from the given sce object and stores the tSNE computations back into the sce object — runScanpyTSNE"><meta property="og:description" content="runScanpyTSNE
 Computes tSNE from the given sce object and stores the tSNE computations back
 into the sce object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>runScanpyTSNE
-Computes tSNE from the given sce object and stores the tSNE computations back
-into the sce object</h1>
+    <h1>runScanpyTSNE Computes tSNE from the given sce object and stores the tSNE computations back into the sce object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/scanpyFunctions.R" class="external-link"><code>R/scanpyFunctions.R</code></a></small>
     <div class="hidden name"><code>runScanpyTSNE.Rd</code></div>
     </div>
@@ -232,62 +226,62 @@ <h1>runScanpyTSNE
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object on which to compute the tSNE</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Specify name of assay to use. Default is <code>NULL</code>, so
 <code>useReducedDim</code> param will be used instead.</p></dd>
 
 
-<dt>useReducedDim</dt>
+<dt id="arg-usereduceddim">useReducedDim<a class="anchor" aria-label="anchor" href="#arg-usereduceddim"></a></dt>
 <dd><p>selected reduction method to use for computing tSNE.
 Default <code>"scanpyPCA"</code>.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>Name of new reducedDims object containing Scanpy tSNE
 Default <code>scanpyTSNE</code>.</p></dd>
 
 
-<dt>dims</dt>
+<dt id="arg-dims">dims<a class="anchor" aria-label="anchor" href="#arg-dims"></a></dt>
 <dd><p>Number of reduction components to use for tSNE computation.
 Default <code>40</code>.</p></dd>
 
 
-<dt>perplexity</dt>
+<dt id="arg-perplexity">perplexity<a class="anchor" aria-label="anchor" href="#arg-perplexity"></a></dt>
 <dd><p>Adjust the perplexity tuneable parameter for the underlying
 tSNE call. Default <code>30</code>.</p></dd>
 
 
-<dt>externalReduction</dt>
+<dt id="arg-externalreduction">externalReduction<a class="anchor" aria-label="anchor" href="#arg-externalreduction"></a></dt>
 <dd><p>Pass DimReduc object if PCA computed through
 other libraries. Default <code>NULL</code>.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>Specify numeric value to set as a seed. Default <code>12345</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Updated sce object with tSNE computations stored</p>
+    <p>Updated sce object with tSNE computations stored</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindHVG.html">runScanpyFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span>, method <span class="op">=</span> <span class="st">"seurat"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyScaleData.html">runScanpyScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyPCA.html">runScanpyPCA</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyScaledData"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindClusters.html">runScanpyFindClusters</a></span><span class="op">(</span><span class="va">sce</span>, useReducedDim <span class="op">=</span> <span class="st">"scanpyPCA"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runScanpyTSNE</span><span class="op">(</span><span class="va">sce</span>, useReducedDim <span class="op">=</span> <span class="st">"scanpyPCA"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -302,15 +296,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runScanpyUMAP.html b/docs/reference/runScanpyUMAP.html
index 07e941a45..1ffee8ba4 100644
--- a/docs/reference/runScanpyUMAP.html
+++ b/docs/reference/runScanpyUMAP.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runScanpyUMAP
-Computes UMAP from the given sce object and stores the UMAP computations back
-into the sce object — runScanpyUMAP • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runScanpyUMAP
-Computes UMAP from the given sce object and stores the UMAP computations back
-into the sce object — runScanpyUMAP"><meta property="og:description" content="runScanpyUMAP
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runScanpyUMAP Computes UMAP from the given sce object and stores the UMAP computations back into the sce object — runScanpyUMAP • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runScanpyUMAP Computes UMAP from the given sce object and stores the UMAP computations back into the sce object — runScanpyUMAP"><meta property="og:description" content="runScanpyUMAP
 Computes UMAP from the given sce object and stores the UMAP computations back
 into the sce object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>runScanpyUMAP
-Computes UMAP from the given sce object and stores the UMAP computations back
-into the sce object</h1>
+    <h1>runScanpyUMAP Computes UMAP from the given sce object and stores the UMAP computations back into the sce object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/scanpyFunctions.R" class="external-link"><code>R/scanpyFunctions.R</code></a></small>
     <div class="hidden name"><code>runScanpyUMAP.Rd</code></div>
     </div>
@@ -236,82 +230,82 @@ <h1>runScanpyUMAP
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object on which to compute the UMAP</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Specify name of assay to use. Default is <code>NULL</code>, so
 <code>useReducedDim</code> param will be used instead.</p></dd>
 
 
-<dt>useReducedDim</dt>
-<dd><p>Reduction to use for computing UMAP. 
+<dt id="arg-usereduceddim">useReducedDim<a class="anchor" aria-label="anchor" href="#arg-usereduceddim"></a></dt>
+<dd><p>Reduction to use for computing UMAP.
 Default is <code>"scanpyPCA"</code>.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>Name of new reducedDims object containing Scanpy UMAP
 Default <code>scanpyUMAP</code>.</p></dd>
 
 
-<dt>dims</dt>
+<dt id="arg-dims">dims<a class="anchor" aria-label="anchor" href="#arg-dims"></a></dt>
 <dd><p>Numerical value of how many reduction components to use for UMAP
 computation. Default <code>40</code>.</p></dd>
 
 
-<dt>minDist</dt>
+<dt id="arg-mindist">minDist<a class="anchor" aria-label="anchor" href="#arg-mindist"></a></dt>
 <dd><p>Sets the <code>"min_dist"</code> parameter to the underlying UMAP
 call. Default <code>0.5</code>.</p></dd>
 
 
-<dt>nNeighbors</dt>
+<dt id="arg-nneighbors">nNeighbors<a class="anchor" aria-label="anchor" href="#arg-nneighbors"></a></dt>
 <dd><p>Sets the <code>"n_neighbors"</code> parameter to the underlying
 UMAP call. Default <code>10</code>.</p></dd>
 
 
-<dt>spread</dt>
+<dt id="arg-spread">spread<a class="anchor" aria-label="anchor" href="#arg-spread"></a></dt>
 <dd><p>Sets the <code>"spread"</code> parameter to the underlying UMAP call.
 Default <code>1</code>.</p></dd>
 
 
-<dt>alpha</dt>
+<dt id="arg-alpha">alpha<a class="anchor" aria-label="anchor" href="#arg-alpha"></a></dt>
 <dd><p>Sets the <code>"alpha"</code> parameter to the underlying UMAP call.
 Default <code>1</code>.</p></dd>
 
 
-<dt>gamma</dt>
+<dt id="arg-gamma">gamma<a class="anchor" aria-label="anchor" href="#arg-gamma"></a></dt>
 <dd><p>Sets the <code>"gamma"</code> parameter to the underlying UMAP call.
 Default <code>1</code>.</p></dd>
 
 
-<dt>externalReduction</dt>
+<dt id="arg-externalreduction">externalReduction<a class="anchor" aria-label="anchor" href="#arg-externalreduction"></a></dt>
 <dd><p>Pass DimReduce object if PCA computed through
 other libraries. Default <code>NULL</code>.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>Specify numeric value to set as a seed. Default <code>12345</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Updated sce object with UMAP computations stored</p>
+    <p>Updated sce object with UMAP computations stored</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyNormalizeData.html">runScanpyNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindHVG.html">runScanpyFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span>, method <span class="op">=</span> <span class="st">"seurat"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyScaleData.html">runScanpyScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyNormData"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyPCA.html">runScanpyPCA</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"scanpyScaledData"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runScanpyFindClusters.html">runScanpyFindClusters</a></span><span class="op">(</span><span class="va">sce</span>, useReducedDim <span class="op">=</span> <span class="st">"scanpyPCA"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runScanpyUMAP</span><span class="op">(</span><span class="va">sce</span>, useReducedDim <span class="op">=</span> <span class="st">"scanpyPCA"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -326,15 +320,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runScranSNN.html b/docs/reference/runScranSNN.html
index b2f558c88..1ce795790 100644
--- a/docs/reference/runScranSNN.html
+++ b/docs/reference/runScranSNN.html
@@ -1,12 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get clustering with SNN graph — runScranSNN • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get clustering with SNN graph — runScranSNN"><meta property="og:description" content='Perform SNN graph clustering on a
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Get clustering with SNN graph — runScranSNN • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Get clustering with SNN graph — runScranSNN"><meta property="og:description" content='Perform SNN graph clustering on a
 SingleCellExperiment object, with graph
 construction by buildSNNGraph and graph clustering by
 "igraph" package.'><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,20 +183,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -235,66 +235,68 @@ <h1>Get clustering with SNN graph</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A SingleCellExperiment object.</p></dd>
 
 
-<dt>useReducedDim</dt>
+<dt id="arg-usereduceddim">useReducedDim<a class="anchor" aria-label="anchor" href="#arg-usereduceddim"></a></dt>
 <dd><p>A single <code>character</code>, specifying which
 low-dimension representation (<code>reducedDim</code>)
 to perform the clustering algorithm on. Default <code>"PCA"</code>.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A single <code>character</code>, specifying which
 <code>assay</code> to perform the clustering algorithm
 on. Default <code>NULL</code>.</p></dd>
 
 
-<dt>useAltExp</dt>
+<dt id="arg-usealtexp">useAltExp<a class="anchor" aria-label="anchor" href="#arg-usealtexp"></a></dt>
 <dd><p>A single <code>character</code>, specifying the assay which
 <code>altExp</code> to perform the clustering
 algorithm on. Default <code>NULL</code>.</p></dd>
 
 
-<dt>altExpAssay</dt>
+<dt id="arg-altexpassay">altExpAssay<a class="anchor" aria-label="anchor" href="#arg-altexpassay"></a></dt>
 <dd><p>A single <code>character</code>, specifying which
 <code>assay</code> in the chosen
 <code>altExp</code> to work on. Only used when
 <code>useAltExp</code> is set. Default <code>"counts"</code>.</p></dd>
 
 
-<dt>altExpRedDim</dt>
+<dt id="arg-altexpreddim">altExpRedDim<a class="anchor" aria-label="anchor" href="#arg-altexpreddim"></a></dt>
 <dd><p>A single <code>character</code>, specifying which
 <code>reducedDim</code> within the <code>altExp</code> specified by
 <code>useAltExp</code> to use. Only used when <code>useAltExp</code> is set. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>clusterName</dt>
+<dt id="arg-clustername">clusterName<a class="anchor" aria-label="anchor" href="#arg-clustername"></a></dt>
 <dd><p>A single <code>character</code>, specifying the name to store
 the cluster label in <code>colData</code>. Default
 <code>"cluster"</code>.</p></dd>
 
 
-<dt>k</dt>
+<dt id="arg-k">k<a class="anchor" aria-label="anchor" href="#arg-k"></a></dt>
 <dd><p>An <code>integer</code>, the number of nearest neighbors used to construct
 the graph. Smaller value indicates higher resolution and larger number of
 clusters. Default <code>14</code>.</p></dd>
 
 
-<dt>nComp</dt>
+<dt id="arg-ncomp">nComp<a class="anchor" aria-label="anchor" href="#arg-ncomp"></a></dt>
 <dd><p>An <code>integer</code>. The number of components to use for graph
 construction. Default <code>10</code>. See Detail.</p></dd>
 
 
-<dt>weightType</dt>
+<dt id="arg-weighttype">weightType<a class="anchor" aria-label="anchor" href="#arg-weighttype"></a></dt>
 <dd><p>A single <code>character</code>, that specifies the edge weighing
 scheme when constructing the Shared Nearest-Neighbor (SNN) graph. Choose from
 <code>"rank"</code>, <code>"number"</code>, <code>"jaccard"</code>. Default <code>"jaccard"</code>.</p></dd>
 
 
-<dt>algorithm</dt>
+<dt id="arg-algorithm">algorithm<a class="anchor" aria-label="anchor" href="#arg-algorithm"></a></dt>
 <dd><p>A single <code>character</code>, that specifies the community
 detection algorithm to work on the SNN graph. Choose from <code>"leiden"</code>,
 <code>"louvain"</code>, <code>"walktrap"</code>, <code>"infomap"</code>, <code>"fastGreedy"</code>,
@@ -302,26 +304,24 @@ <h2>Arguments</h2>
 Detail.</p></dd>
 
 
-<dt>BPPARAM</dt>
+<dt id="arg-bpparam">BPPARAM<a class="anchor" aria-label="anchor" href="#arg-bpparam"></a></dt>
 <dd><p>A <code><a href="https://rdrr.io/pkg/BiocParallel/man/BiocParallelParam-class.html" class="external-link">BiocParallelParam</a></code> object to use
 for processing the SNN graph generation step in parallel.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>Random seed for reproducibility of results. Default <code>NULL</code>
 will use global seed in use by the R environment.</p></dd>
 
 
-<dt>...</dt>
+<dt id="arg--">...<a class="anchor" aria-label="anchor" href="#arg--"></a></dt>
 <dd><p>Other optional parameters passed to the <code>igraph</code>
 clustering functions. See Details.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input SingleCellExperiment object with
+    <p>The input SingleCellExperiment object with
 <code>factor</code> cluster labeling updated in
 <code>colData(inSCE)[[clusterName]]</code>.</p>
     </div>
@@ -359,8 +359,8 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"mouseBrainSubsetSCE"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">mouseBrainSubsetSCE</span> <span class="op">&lt;-</span> <span class="fu">runScranSNN</span><span class="op">(</span><span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                                   useReducedDim <span class="op">=</span> <span class="st">"PCA_logcounts"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:05 2024 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:06 2024 ...   Identified 2 clusters</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:32:46 2025 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:32:46 2025 ...   Identified 2 clusters</span>
 </code></pre></div>
     </div>
   </div>
@@ -375,15 +375,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runScrublet.html b/docs/reference/runScrublet.html
index 1a3348ff8..defab85b3 100644
--- a/docs/reference/runScrublet.html
+++ b/docs/reference/runScrublet.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Find doublets using scrublet. — runScrublet • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Find doublets using scrublet. — runScrublet"><meta property="og:description" content="A wrapper function that calls scrub_doublets from python
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Find doublets using scrublet. — runScrublet • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Find doublets using scrublet. — runScrublet"><meta property="og:description" content="A wrapper function that calls scrub_doublets from python
  module scrublet. Simulates doublets from the observed data and uses
  a k-nearest-neighbor classifier to calculate a continuous
  scrublet_score (between 0 and 1) for each transcriptome. The score
@@ -9,7 +9,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +23,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +31,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +40,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +65,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,20 +186,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -249,47 +249,49 @@ <h1>Find doublets using <code>scrublet</code>.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A SingleCellExperiment object.</p></dd>
 
 
-<dt>sample</dt>
-<dd><p>Character vector or colData variable name. Indicates which 
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
+<dd><p>Character vector or colData variable name. Indicates which
 sample each cell belongs to. Default <code>NULL</code>.</p></dd>
 
 
-<dt>useAssay</dt>
-<dd><p>A string specifying which assay in the SCE to use. Default 
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
+<dd><p>A string specifying which assay in the SCE to use. Default
 <code>"counts"</code>.</p></dd>
 
 
-<dt>simDoubletRatio</dt>
+<dt id="arg-simdoubletratio">simDoubletRatio<a class="anchor" aria-label="anchor" href="#arg-simdoubletratio"></a></dt>
 <dd><p>Numeric. Number of doublets to simulate relative to
 the number of observed transcriptomes. Default <code>2.0</code>.</p></dd>
 
 
-<dt>nNeighbors</dt>
+<dt id="arg-nneighbors">nNeighbors<a class="anchor" aria-label="anchor" href="#arg-nneighbors"></a></dt>
 <dd><p>Integer. Number of neighbors used to construct the KNN
 graph of observed transcriptomes and simulated doublets. If <code>NULL</code>,
 this is set to <code>round(0.5 * sqrt(n_cells))</code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>minDist</dt>
-<dd><p>Float Determines how tightly UMAP packs points together. If 
+<dt id="arg-mindist">minDist<a class="anchor" aria-label="anchor" href="#arg-mindist"></a></dt>
+<dd><p>Float Determines how tightly UMAP packs points together. If
 <code>NULL</code>, this is set to <code>0.1</code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>expectedDoubletRate</dt>
+<dt id="arg-expecteddoubletrate">expectedDoubletRate<a class="anchor" aria-label="anchor" href="#arg-expecteddoubletrate"></a></dt>
 <dd><p>The estimated doublet rate for the experiment.
 Default <code>0.1</code>.</p></dd>
 
 
-<dt>stdevDoubletRate</dt>
-<dd><p>Uncertainty in the expected doublet rate. Default 
+<dt id="arg-stdevdoubletrate">stdevDoubletRate<a class="anchor" aria-label="anchor" href="#arg-stdevdoubletrate"></a></dt>
+<dd><p>Uncertainty in the expected doublet rate. Default
 <code>0.02</code>.</p></dd>
 
 
-<dt>syntheticDoubletUmiSubsampling</dt>
+<dt id="arg-syntheticdoubletumisubsampling">syntheticDoubletUmiSubsampling<a class="anchor" aria-label="anchor" href="#arg-syntheticdoubletumisubsampling"></a></dt>
 <dd><p>Numeric. Rate for sampling UMIs when
 creating synthetic doublets. If <code>1.0</code>, each doublet is created by simply
 adding the UMIs from two randomly sampled observed transcriptomes. For
@@ -297,104 +299,102 @@ <h2>Arguments</h2>
 the specified rate. Defuault <code>1.0</code>.</p></dd>
 
 
-<dt>useApproxNeighbors</dt>
+<dt id="arg-useapproxneighbors">useApproxNeighbors<a class="anchor" aria-label="anchor" href="#arg-useapproxneighbors"></a></dt>
 <dd><p>Boolean. Use approximate nearest neighbor method
 (annoy) for the KNN classifier. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>distanceMetric</dt>
+<dt id="arg-distancemetric">distanceMetric<a class="anchor" aria-label="anchor" href="#arg-distancemetric"></a></dt>
 <dd><p>Character. Distance metric used when finding nearest
 neighbors. See detail. Default <code>"euclidean"</code>.</p></dd>
 
 
-<dt>getDoubletNeighborParents</dt>
+<dt id="arg-getdoubletneighborparents">getDoubletNeighborParents<a class="anchor" aria-label="anchor" href="#arg-getdoubletneighborparents"></a></dt>
 <dd><p>Boolean. If <code>TRUE</code>, return the
 parent transcriptomes that generated the doublet neighbors of each
 observed transcriptome. This information can be used to infer the cell states
 that generated a given doublet state. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>minCounts</dt>
+<dt id="arg-mincounts">minCounts<a class="anchor" aria-label="anchor" href="#arg-mincounts"></a></dt>
 <dd><p>Numeric. Used for gene filtering prior to PCA. Genes
 expressed at fewer than <code>minCounts</code> in fewer than <code>minCells</code> are
 excluded. Default <code>3</code>.</p></dd>
 
 
-<dt>minCells</dt>
+<dt id="arg-mincells">minCells<a class="anchor" aria-label="anchor" href="#arg-mincells"></a></dt>
 <dd><p>Integer. Used for gene filtering prior to PCA. Genes
-expressed at fewer than <code>minCounts</code> in fewer than <code>minCells</code> are 
+expressed at fewer than <code>minCounts</code> in fewer than <code>minCells</code> are
 excluded. Default <code>3</code>.</p></dd>
 
 
-<dt>minGeneVariabilityPctl</dt>
+<dt id="arg-mingenevariabilitypctl">minGeneVariabilityPctl<a class="anchor" aria-label="anchor" href="#arg-mingenevariabilitypctl"></a></dt>
 <dd><p>Numeric. Used for gene filtering prior to
 PCA. Keep the most highly variable genes (in the top
 <code>minGeneVariabilityPctl</code> percentile), as measured by the v-statistic
 (Klein et al., Cell 2015). Default <code>85</code>.</p></dd>
 
 
-<dt>logTransform</dt>
+<dt id="arg-logtransform">logTransform<a class="anchor" aria-label="anchor" href="#arg-logtransform"></a></dt>
 <dd><p>Boolean. If <code>TRUE</code>, log-transform the counts matrix
 (log1p(TPM)). <code>sklearn.decomposition.TruncatedSVD</code> will be used for
-dimensionality reduction, unless <code>meanCenter</code> is <code>TRUE</code>. Default 
+dimensionality reduction, unless <code>meanCenter</code> is <code>TRUE</code>. Default
 <code>FALSE</code>.</p></dd>
 
 
-<dt>meanCenter</dt>
+<dt id="arg-meancenter">meanCenter<a class="anchor" aria-label="anchor" href="#arg-meancenter"></a></dt>
 <dd><p>If <code>TRUE</code>, center the data such that each gene has a
 mean of <code>0</code>. <code>sklearn.decomposition.PCA</code> will be used for
 dimensionality reduction. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>normalizeVariance</dt>
+<dt id="arg-normalizevariance">normalizeVariance<a class="anchor" aria-label="anchor" href="#arg-normalizevariance"></a></dt>
 <dd><p>Boolean. If <code>TRUE</code>, normalize the data such
 that each gene has a variance of 1.
 <code>sklearn.decomposition.TruncatedSVD</code> will be used for dimensionality
 reduction, unless <code>meanCenter</code> is <code>TRUE</code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>nPrinComps</dt>
+<dt id="arg-nprincomps">nPrinComps<a class="anchor" aria-label="anchor" href="#arg-nprincomps"></a></dt>
 <dd><p>Integer. Number of principal components used to embed
 the transcriptomes prior to k-nearest-neighbor graph construction.
 Default <code>30</code>.</p></dd>
 
 
-<dt>tsneAngle</dt>
+<dt id="arg-tsneangle">tsneAngle<a class="anchor" aria-label="anchor" href="#arg-tsneangle"></a></dt>
 <dd><p>Float. Determines angular size of a distant node as measured
-from a point in the t-SNE plot. If <code>NULL</code>, it is set to <code>0.5</code>. 
+from a point in the t-SNE plot. If <code>NULL</code>, it is set to <code>0.5</code>.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>tsnePerplexity</dt>
+<dt id="arg-tsneperplexity">tsnePerplexity<a class="anchor" aria-label="anchor" href="#arg-tsneperplexity"></a></dt>
 <dd><p>Integer. The number of nearest neighbors that is used
-in other manifold learning algorithms. If <code>NULL</code>, it is set to 30. 
+in other manifold learning algorithms. If <code>NULL</code>, it is set to 30.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>verbose</dt>
+<dt id="arg-verbose">verbose<a class="anchor" aria-label="anchor" href="#arg-verbose"></a></dt>
 <dd><p>Boolean. If <code>TRUE</code>, print progress updates. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>seed</dt>
-<dd><p>Seed for the random number generator, can be set to <code>NULL</code>. 
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
+<dd><p>Seed for the random number generator, can be set to <code>NULL</code>.
 Default <code>12345</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A SingleCellExperiment object with
+    <p>A SingleCellExperiment object with
 <code>scrub_doublets</code> output appended to the colData slot. The columns
 include <code>scrublet_score</code> and <code>scrublet_call</code>.</p>
     </div>
     <div id="details">
     <h2>Details</h2>
-    <p>For the list of valid values for <code>distanceMetric</code>, see the 
-documentation for 
-<a href="https://github.com/spotify/annoy#full-python-api" class="external-link">annoy</a> (if 
-<code>useApproxNeighbors</code> is <code>TRUE</code>) or 
+    <p>For the list of valid values for <code>distanceMetric</code>, see the
+documentation for
+<a href="https://github.com/spotify/annoy#full-python-api" class="external-link">annoy</a> (if
+<code>useApproxNeighbors</code> is <code>TRUE</code>) or
 <a href="https://scikit-learn.org/stable/modules/generated/sklearn.neighbors.NearestNeighbors.html" class="external-link">sklearn.neighbors.NearestNeighbors</a>
 (if <code>useApproxNeighbors</code> is  <code>FALSE</code>).</p>
     </div>
@@ -406,10 +406,10 @@ <h2>See also</h2>
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runScrublet</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -424,15 +424,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runSeuratFindClusters.html b/docs/reference/runSeuratFindClusters.html
index 69832fa75..10815f1b4 100644
--- a/docs/reference/runSeuratFindClusters.html
+++ b/docs/reference/runSeuratFindClusters.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratFindClusters
-Computes the clusters from the input sce object and stores them back in sce
-object — runSeuratFindClusters • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratFindClusters
-Computes the clusters from the input sce object and stores them back in sce
-object — runSeuratFindClusters"><meta property="og:description" content="runSeuratFindClusters
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratFindClusters Computes the clusters from the input sce object and stores them back in sce object — runSeuratFindClusters • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratFindClusters Computes the clusters from the input sce object and stores them back in sce object — runSeuratFindClusters"><meta property="og:description" content="runSeuratFindClusters
 Computes the clusters from the input sce object and stores them back in sce
 object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
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 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>runSeuratFindClusters
-Computes the clusters from the input sce object and stores them back in sce
-object</h1>
+    <h1>runSeuratFindClusters Computes the clusters from the input sce object and stores them back in sce object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/seuratFunctions.R" class="external-link"><code>R/seuratFunctions.R</code></a></small>
     <div class="hidden name"><code>runSeuratFindClusters.Rd</code></div>
     </div>
@@ -234,73 +228,73 @@ <h1>runSeuratFindClusters
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object from which clusters should be computed and stored
 in</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Assay containing scaled counts to use for clustering.</p></dd>
 
 
-<dt>useReduction</dt>
+<dt id="arg-usereduction">useReduction<a class="anchor" aria-label="anchor" href="#arg-usereduction"></a></dt>
 <dd><p>Reduction method to use for computing clusters. One of
 "pca" or "ica". Default <code>"pca"</code>.</p></dd>
 
 
-<dt>dims</dt>
+<dt id="arg-dims">dims<a class="anchor" aria-label="anchor" href="#arg-dims"></a></dt>
 <dd><p>numeric value of how many components to use for computing
 clusters. Default <code>10</code>.</p></dd>
 
 
-<dt>algorithm</dt>
+<dt id="arg-algorithm">algorithm<a class="anchor" aria-label="anchor" href="#arg-algorithm"></a></dt>
 <dd><p>selected algorithm to compute clusters. One of "louvain",
 "multilevel", or "SLM". Use <code>louvain</code> for "original Louvain algorithm"
 and <code>multilevel</code> for "Louvain algorithm with multilevel refinement".
 Default <code>louvain</code>.</p></dd>
 
 
-<dt>groupSingletons</dt>
+<dt id="arg-groupsingletons">groupSingletons<a class="anchor" aria-label="anchor" href="#arg-groupsingletons"></a></dt>
 <dd><p>boolean if singletons should be grouped together or
 not. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>resolution</dt>
+<dt id="arg-resolution">resolution<a class="anchor" aria-label="anchor" href="#arg-resolution"></a></dt>
 <dd><p>Set the resolution parameter to find larger (value above 1)
 or smaller (value below 1) number of communities. Default <code>0.8</code>.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>Specify the seed value. Default <code>12345</code>.</p></dd>
 
 
-<dt>externalReduction</dt>
+<dt id="arg-externalreduction">externalReduction<a class="anchor" aria-label="anchor" href="#arg-externalreduction"></a></dt>
 <dd><p>Pass DimReduc object if PCA/ICA computed through
 other libraries. Default <code>NULL</code>.</p></dd>
 
 
-<dt>verbose</dt>
+<dt id="arg-verbose">verbose<a class="anchor" aria-label="anchor" href="#arg-verbose"></a></dt>
 <dd><p>Logical value indicating if informative messages should
 be displayed. Default is <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Updated sce object which now contains the computed clusters</p>
+    <p>Updated sce object which now contains the computed clusters</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratNormalizeData.html">runSeuratNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratFindHVG.html">runSeuratFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratScaleData.html">runSeuratScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratPCA.html">runSeuratPCA</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runSeuratFindClusters</span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -315,15 +309,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runSeuratFindHVG.html b/docs/reference/runSeuratFindHVG.html
index b357b2a83..949aec744 100644
--- a/docs/reference/runSeuratFindHVG.html
+++ b/docs/reference/runSeuratFindHVG.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratFindHVG
-Find highly variable genes and store in the input sce object — runSeuratFindHVG • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratFindHVG
-Find highly variable genes and store in the input sce object — runSeuratFindHVG"><meta property="og:description" content="runSeuratFindHVG
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratFindHVG Find highly variable genes and store in the input sce object — runSeuratFindHVG • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratFindHVG Find highly variable genes and store in the input sce object — runSeuratFindHVG"><meta property="og:description" content="runSeuratFindHVG
 Find highly variable genes and store in the input sce object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>runSeuratFindHVG
-Find highly variable genes and store in the input sce object</h1>
+    <h1>runSeuratFindHVG Find highly variable genes and store in the input sce object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/seuratFunctions.R" class="external-link"><code>R/seuratFunctions.R</code></a></small>
     <div class="hidden name"><code>runSeuratFindHVG.Rd</code></div>
     </div>
@@ -226,52 +223,52 @@ <h1>runSeuratFindHVG
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object to compute highly variable genes from and to store
 back to it</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Specify the name of the assay to use for computation
 of variable genes. It is recommended to use a raw counts assay with the
 <code>"vst"</code> method and normalized assay with all other methods. Default
 is <code>"counts"</code>.</p></dd>
 
 
-<dt>method</dt>
+<dt id="arg-method">method<a class="anchor" aria-label="anchor" href="#arg-method"></a></dt>
 <dd><p>selected method to use for computation of highly variable
 genes. One of <code>'vst'</code>, <code>'dispersion'</code>, or <code>'mean.var.plot'</code>.
 Default <code>"vst"</code> which uses the raw counts. All other methods use
 normalized counts.</p></dd>
 
 
-<dt>hvgNumber</dt>
+<dt id="arg-hvgnumber">hvgNumber<a class="anchor" aria-label="anchor" href="#arg-hvgnumber"></a></dt>
 <dd><p>numeric value of how many genes to select as highly
 variable. Default <code>2000</code></p></dd>
 
 
-<dt>createFeatureSubset</dt>
+<dt id="arg-createfeaturesubset">createFeatureSubset<a class="anchor" aria-label="anchor" href="#arg-createfeaturesubset"></a></dt>
 <dd><p>Specify a name of the subset to create
 for the identified variable features. Default is <code>"hvf"</code>.
 Leave it <code>NULL</code> if you do not want to create a subset of
 variable features.</p></dd>
 
 
-<dt>altExp</dt>
+<dt id="arg-altexp">altExp<a class="anchor" aria-label="anchor" href="#arg-altexp"></a></dt>
 <dd><p>Logical value indicating if the input object is an
 altExperiment. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>verbose</dt>
+<dt id="arg-verbose">verbose<a class="anchor" aria-label="anchor" href="#arg-verbose"></a></dt>
 <dd><p>Logical value indicating if informative messages should
 be displayed. Default is <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Updated <code>SingleCellExperiment</code> object with highly variable genes
+    <p>Updated <code>SingleCellExperiment</code> object with highly variable genes
 computation stored</p>
     </div>
     <div id="see-also">
@@ -285,7 +282,7 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runSeuratFindHVG</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Finding variable features for layer counts</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:08 2024 ... Feature subset variable 'hvf' created.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:32:49 2025 ... Feature subset variable 'hvf' created.</span>
 </code></pre></div>
     </div>
   </div>
@@ -300,15 +297,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runSeuratFindMarkers.html b/docs/reference/runSeuratFindMarkers.html
index a4c3c0aa5..7952d6f1b 100644
--- a/docs/reference/runSeuratFindMarkers.html
+++ b/docs/reference/runSeuratFindMarkers.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratFindMarkers — runSeuratFindMarkers • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratFindMarkers — runSeuratFindMarkers"><meta property="og:description" content="runSeuratFindMarkers"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratFindMarkers — runSeuratFindMarkers • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratFindMarkers — runSeuratFindMarkers"><meta property="og:description" content="runSeuratFindMarkers"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -226,65 +226,65 @@ <h1>runSeuratFindMarkers</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>cells1</dt>
+<dt id="arg-cells-">cells1<a class="anchor" aria-label="anchor" href="#arg-cells-"></a></dt>
 <dd><p>A <code>list</code> of sample names included in group1.</p></dd>
 
 
-<dt>cells2</dt>
+<dt id="arg-cells-">cells2<a class="anchor" aria-label="anchor" href="#arg-cells-"></a></dt>
 <dd><p>A <code>list</code> of sample names included in group2.</p></dd>
 
 
-<dt>group1</dt>
+<dt id="arg-group-">group1<a class="anchor" aria-label="anchor" href="#arg-group-"></a></dt>
 <dd><p>Name of group1.</p></dd>
 
 
-<dt>group2</dt>
+<dt id="arg-group-">group2<a class="anchor" aria-label="anchor" href="#arg-group-"></a></dt>
 <dd><p>Name of group2.</p></dd>
 
 
-<dt>allGroup</dt>
+<dt id="arg-allgroup">allGroup<a class="anchor" aria-label="anchor" href="#arg-allgroup"></a></dt>
 <dd><p>Name of all groups.</p></dd>
 
 
-<dt>conserved</dt>
+<dt id="arg-conserved">conserved<a class="anchor" aria-label="anchor" href="#arg-conserved"></a></dt>
 <dd><p>Logical value indicating if markers conserved between two
 groups should be identified. Default is <code>FALSE</code>.</p></dd>
 
 
-<dt>test</dt>
+<dt id="arg-test">test<a class="anchor" aria-label="anchor" href="#arg-test"></a></dt>
 <dd><p>Test to use for DE. Default <code>"wilcox"</code>.</p></dd>
 
 
-<dt>onlyPos</dt>
+<dt id="arg-onlypos">onlyPos<a class="anchor" aria-label="anchor" href="#arg-onlypos"></a></dt>
 <dd><p>Logical value indicating if only positive markers should be
 returned.</p></dd>
 
 
-<dt>minPCT</dt>
+<dt id="arg-minpct">minPCT<a class="anchor" aria-label="anchor" href="#arg-minpct"></a></dt>
 <dd><p>Numeric value indicating the minimum fraction of min.pct
 cells in which genes are detected. Default is <code>0.1</code>.</p></dd>
 
 
-<dt>threshUse</dt>
+<dt id="arg-threshuse">threshUse<a class="anchor" aria-label="anchor" href="#arg-threshuse"></a></dt>
 <dd><p>Numeric value indicating the logFC threshold value on
 which on average, at least X-fold difference (log-scale) between the
 two groups of cells exists. Default is <code>0.25</code>.</p></dd>
 
 
-<dt>verbose</dt>
+<dt id="arg-verbose">verbose<a class="anchor" aria-label="anchor" href="#arg-verbose"></a></dt>
 <dd><p>Logical value indicating if informative messages should
 be displayed. Default is <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>SingleCellExperiment</code> object that contains marker genes
+    <p>A <code>SingleCellExperiment</code> object that contains marker genes
 populated in a data.frame stored inside metadata slot.</p>
     </div>
 
@@ -300,15 +300,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runSeuratHeatmap.html b/docs/reference/runSeuratHeatmap.html
index 2f04bfea0..cb3b8827f 100644
--- a/docs/reference/runSeuratHeatmap.html
+++ b/docs/reference/runSeuratHeatmap.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratHeatmap
-Computes the heatmap plot object from the pca slot in the input sce object — runSeuratHeatmap • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratHeatmap
-Computes the heatmap plot object from the pca slot in the input sce object — runSeuratHeatmap"><meta property="og:description" content="runSeuratHeatmap
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratHeatmap Computes the heatmap plot object from the pca slot in the input sce object — runSeuratHeatmap • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratHeatmap Computes the heatmap plot object from the pca slot in the input sce object — runSeuratHeatmap"><meta property="og:description" content="runSeuratHeatmap
 Computes the heatmap plot object from the pca slot in the input sce object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>runSeuratHeatmap
-Computes the heatmap plot object from the pca slot in the input sce object</h1>
+    <h1>runSeuratHeatmap Computes the heatmap plot object from the pca slot in the input sce object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/seuratFunctions.R" class="external-link"><code>R/seuratFunctions.R</code></a></small>
     <div class="hidden name"><code>runSeuratHeatmap.Rd</code></div>
     </div>
@@ -231,86 +228,86 @@ <h1>runSeuratHeatmap
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object from which to compute heatmap (pca should be
 computed)</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Specify name of the assay that will be scaled
 by this function. The output scaled assay will be used for computation
 of the heatmap.</p></dd>
 
 
-<dt>useReduction</dt>
+<dt id="arg-usereduction">useReduction<a class="anchor" aria-label="anchor" href="#arg-usereduction"></a></dt>
 <dd><p>Reduction method to use for computing clusters. One of
 "pca" or "ica". Default <code>"pca"</code>.</p></dd>
 
 
-<dt>dims</dt>
+<dt id="arg-dims">dims<a class="anchor" aria-label="anchor" href="#arg-dims"></a></dt>
 <dd><p>Number of components to generate heatmap plot objects. If
 <code>NULL</code>, a heatmap will be generated for all components. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>nfeatures</dt>
+<dt id="arg-nfeatures">nfeatures<a class="anchor" aria-label="anchor" href="#arg-nfeatures"></a></dt>
 <dd><p>Number of features to include in the heatmap. Default
 <code>30</code>.</p></dd>
 
 
-<dt>cells</dt>
+<dt id="arg-cells">cells<a class="anchor" aria-label="anchor" href="#arg-cells"></a></dt>
 <dd><p>Numeric value indicating the number of top cells to plot.
 Default is <code>NULL</code> which indicates all cells.</p></dd>
 
 
-<dt>ncol</dt>
+<dt id="arg-ncol">ncol<a class="anchor" aria-label="anchor" href="#arg-ncol"></a></dt>
 <dd><p>Numeric value indicating the number of columns to use for plot.
 Default is <code>NULL</code> which will automatically compute accordingly.</p></dd>
 
 
-<dt>balanced</dt>
+<dt id="arg-balanced">balanced<a class="anchor" aria-label="anchor" href="#arg-balanced"></a></dt>
 <dd><p>Plot equal number of genes with positive and negative scores.
 Default is <code>TRUE</code>.</p></dd>
 
 
-<dt>fast</dt>
+<dt id="arg-fast">fast<a class="anchor" aria-label="anchor" href="#arg-fast"></a></dt>
 <dd><p>See <a href="https://satijalab.org/seurat/reference/DimHeatmap.html" class="external-link">DimHeatmap</a> for more information. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>combine</dt>
+<dt id="arg-combine">combine<a class="anchor" aria-label="anchor" href="#arg-combine"></a></dt>
 <dd><p>See <a href="https://satijalab.org/seurat/reference/DimHeatmap.html" class="external-link">DimHeatmap</a> for more information. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>raster</dt>
+<dt id="arg-raster">raster<a class="anchor" aria-label="anchor" href="#arg-raster"></a></dt>
 <dd><p>See <a href="https://satijalab.org/seurat/reference/DimHeatmap.html" class="external-link">DimHeatmap</a> for more information. Default
 <code>TRUE</code>.</p></dd>
 
 
-<dt>externalReduction</dt>
+<dt id="arg-externalreduction">externalReduction<a class="anchor" aria-label="anchor" href="#arg-externalreduction"></a></dt>
 <dd><p>Pass DimReduc object if PCA/ICA computed through
 other libraries. Default <code>NULL</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>plot object</p>
+    <p>plot object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratNormalizeData.html">runSeuratNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratFindHVG.html">runSeuratFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratScaleData.html">runSeuratScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratPCA.html">runSeuratPCA</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">heatmap</span> <span class="op">&lt;-</span> <span class="fu">runSeuratHeatmap</span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu"><a href="plotSeuratHeatmap.html">plotSeuratHeatmap</a></span><span class="op">(</span><span class="va">heatmap</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -325,15 +322,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runSeuratICA.html b/docs/reference/runSeuratICA.html
index af9ff65cb..4fbef18ae 100644
--- a/docs/reference/runSeuratICA.html
+++ b/docs/reference/runSeuratICA.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratICA
-Computes ICA on the input sce object and stores the calculated independent
-components within the sce object — runSeuratICA • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratICA
-Computes ICA on the input sce object and stores the calculated independent
-components within the sce object — runSeuratICA"><meta property="og:description" content="runSeuratICA
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratICA Computes ICA on the input sce object and stores the calculated independent components within the sce object — runSeuratICA • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratICA Computes ICA on the input sce object and stores the calculated independent components within the sce object — runSeuratICA"><meta property="og:description" content="runSeuratICA
 Computes ICA on the input sce object and stores the calculated independent
 components within the sce object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>runSeuratICA
-Computes ICA on the input sce object and stores the calculated independent
-components within the sce object</h1>
+    <h1>runSeuratICA Computes ICA on the input sce object and stores the calculated independent components within the sce object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/seuratFunctions.R" class="external-link"><code>R/seuratFunctions.R</code></a></small>
     <div class="hidden name"><code>runSeuratICA.Rd</code></div>
     </div>
@@ -232,50 +226,50 @@ <h1>runSeuratICA
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object on which to compute ICA</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Assay containing scaled counts to use in ICA.</p></dd>
 
 
-<dt>useFeatureSubset</dt>
+<dt id="arg-usefeaturesubset">useFeatureSubset<a class="anchor" aria-label="anchor" href="#arg-usefeaturesubset"></a></dt>
 <dd><p>Subset of feature to use for dimension reduction. A
 character string indicating a <code>rowData</code> variable that stores the logical
 vector of HVG selection, or a vector that can subset the rows of
 <code>inSCE</code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>scale</dt>
+<dt id="arg-scale">scale<a class="anchor" aria-label="anchor" href="#arg-scale"></a></dt>
 <dd><p>Logical scalar, whether to standardize the expression values
 using <code><a href="https://satijalab.org/seurat/reference/ScaleData.html" class="external-link">ScaleData</a></code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>Name of new reducedDims object containing Seurat ICA
 Default <code>seuratICA</code>.</p></dd>
 
 
-<dt>nics</dt>
+<dt id="arg-nics">nics<a class="anchor" aria-label="anchor" href="#arg-nics"></a></dt>
 <dd><p>Number of independent components to compute. Default <code>20</code>.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>Random seed for reproducibility of results.
 Default <code>NULL</code> will use global seed in use by the R environment.</p></dd>
 
 
-<dt>verbose</dt>
+<dt id="arg-verbose">verbose<a class="anchor" aria-label="anchor" href="#arg-verbose"></a></dt>
 <dd><p>Logical value indicating if informative messages should
 be displayed. Default is <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Updated <code>SingleCellExperiment</code> object which now contains the
+    <p>Updated <code>SingleCellExperiment</code> object which now contains the
 computed independent components</p>
     </div>
     <div id="details">
@@ -293,12 +287,12 @@ <h2>Details</h2>
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratNormalizeData.html">runSeuratNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratFindHVG.html">runSeuratFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratScaleData.html">runSeuratScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runSeuratICA</span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -313,15 +307,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runSeuratIntegration.html b/docs/reference/runSeuratIntegration.html
index 378f9190b..1eb79e0c3 100644
--- a/docs/reference/runSeuratIntegration.html
+++ b/docs/reference/runSeuratIntegration.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratIntegration
-A wrapper function to Seurat Batch-Correction/Integration workflow. — runSeuratIntegration • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratIntegration
-A wrapper function to Seurat Batch-Correction/Integration workflow. — runSeuratIntegration"><meta property="og:description" content="runSeuratIntegration
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratIntegration A wrapper function to Seurat Batch-Correction/Integration workflow. — runSeuratIntegration • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratIntegration A wrapper function to Seurat Batch-Correction/Integration workflow. — runSeuratIntegration"><meta property="og:description" content="runSeuratIntegration
 A wrapper function to Seurat Batch-Correction/Integration workflow."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>runSeuratIntegration
-A wrapper function to Seurat Batch-Correction/Integration workflow.</h1>
+    <h1>runSeuratIntegration A wrapper function to Seurat Batch-Correction/Integration workflow.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/seuratFunctions.R" class="external-link"><code>R/seuratFunctions.R</code></a></small>
     <div class="hidden name"><code>runSeuratIntegration.Rd</code></div>
     </div>
@@ -227,48 +224,48 @@ <h1>runSeuratIntegration
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input <code>SingleCellExperiment</code> object that contains the assay
 to batch-correct.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Assay to batch-correct.</p></dd>
 
 
-<dt>batch</dt>
+<dt id="arg-batch">batch<a class="anchor" aria-label="anchor" href="#arg-batch"></a></dt>
 <dd><p>Batch variable from <code>colData</code> slot of
 <code>SingleCellExperiment</code> object.</p></dd>
 
 
-<dt>newAssayName</dt>
+<dt id="arg-newassayname">newAssayName<a class="anchor" aria-label="anchor" href="#arg-newassayname"></a></dt>
 <dd><p>Assay name for the batch-corrected output assay.</p></dd>
 
 
-<dt>kAnchor</dt>
+<dt id="arg-kanchor">kAnchor<a class="anchor" aria-label="anchor" href="#arg-kanchor"></a></dt>
 <dd><p>Number of neighbours to use for finding the anchors in the
 <a href="https://satijalab.org/seurat/reference/FindIntegrationAnchors.html" class="external-link">FindIntegrationAnchors</a> function.</p></dd>
 
 
-<dt>kFilter</dt>
+<dt id="arg-kfilter">kFilter<a class="anchor" aria-label="anchor" href="#arg-kfilter"></a></dt>
 <dd><p>Number of neighbours to use for filtering the anchors in the
 <a href="https://satijalab.org/seurat/reference/FindIntegrationAnchors.html" class="external-link">FindIntegrationAnchors</a> function.</p></dd>
 
 
-<dt>kWeight</dt>
+<dt id="arg-kweight">kWeight<a class="anchor" aria-label="anchor" href="#arg-kweight"></a></dt>
 <dd><p>Number of neighbours to use when weigthing the anchors in the
 <a href="https://satijalab.org/seurat/reference/IntegrateData.html" class="external-link">IntegrateData</a> function.</p></dd>
 
 
-<dt>ndims</dt>
+<dt id="arg-ndims">ndims<a class="anchor" aria-label="anchor" href="#arg-ndims"></a></dt>
 <dd><p>Number of dimensions to use. Default <code>10</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <code>SingleCellExperiment</code> object that contains the
+    <p>A <code>SingleCellExperiment</code> object that contains the
 batch-corrected assay inside the <code>altExp</code> slot of the object</p>
     </div>
 
@@ -284,15 +281,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runSeuratJackStraw.html b/docs/reference/runSeuratJackStraw.html
index abbeebd95..84a404f88 100644
--- a/docs/reference/runSeuratJackStraw.html
+++ b/docs/reference/runSeuratJackStraw.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratJackStraw
-Compute jackstraw plot and store the computations in the input sce object — runSeuratJackStraw • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratJackStraw
-Compute jackstraw plot and store the computations in the input sce object — runSeuratJackStraw"><meta property="og:description" content="runSeuratJackStraw
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratJackStraw Compute jackstraw plot and store the computations in the input sce object — runSeuratJackStraw • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratJackStraw Compute jackstraw plot and store the computations in the input sce object — runSeuratJackStraw"><meta property="og:description" content="runSeuratJackStraw
 Compute jackstraw plot and store the computations in the input sce object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>runSeuratJackStraw
-Compute jackstraw plot and store the computations in the input sce object</h1>
+    <h1>runSeuratJackStraw Compute jackstraw plot and store the computations in the input sce object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/seuratFunctions.R" class="external-link"><code>R/seuratFunctions.R</code></a></small>
     <div class="hidden name"><code>runSeuratJackStraw.Rd</code></div>
     </div>
@@ -225,57 +222,57 @@ <h1>runSeuratJackStraw
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object on which to compute and store jackstraw plot</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Specify name of the assay to use for scaling. Assay name
 provided against this parameter is scaled by the function and used
 for the computation of JackStraw scores along with the reduced dimensions
 specified by the <code>dims</code> parameter.</p></dd>
 
 
-<dt>dims</dt>
+<dt id="arg-dims">dims<a class="anchor" aria-label="anchor" href="#arg-dims"></a></dt>
 <dd><p>Number of components to test in Jackstraw. If <code>NULL</code>, then
 all components are used. Default <code>NULL</code>.</p></dd>
 
 
-<dt>numReplicate</dt>
+<dt id="arg-numreplicate">numReplicate<a class="anchor" aria-label="anchor" href="#arg-numreplicate"></a></dt>
 <dd><p>Numeric value indicating the number of replicate
 samplings to perform.
  Default value is <code>100</code>.</p></dd>
 
 
-<dt>propFreq</dt>
+<dt id="arg-propfreq">propFreq<a class="anchor" aria-label="anchor" href="#arg-propfreq"></a></dt>
 <dd><p>Numeric value indicating the proportion of data to randomly
 permute for each replicate.
  Default value is <code>0.025</code>.</p></dd>
 
 
-<dt>externalReduction</dt>
+<dt id="arg-externalreduction">externalReduction<a class="anchor" aria-label="anchor" href="#arg-externalreduction"></a></dt>
 <dd><p>Pass DimReduc object if PCA/ICA computed through
 other libraries. Default <code>NULL</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Updated <code>SingleCellExperiment</code> object with jackstraw
+    <p>Updated <code>SingleCellExperiment</code> object with jackstraw
 computations stored in it</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratNormalizeData.html">runSeuratNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratFindHVG.html">runSeuratFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratScaleData.html">runSeuratScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratPCA.html">runSeuratPCA</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runSeuratJackStraw</span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -290,15 +287,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runSeuratNormalizeData.html b/docs/reference/runSeuratNormalizeData.html
index b2855a926..dcd041a72 100644
--- a/docs/reference/runSeuratNormalizeData.html
+++ b/docs/reference/runSeuratNormalizeData.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratNormalizeData
-Wrapper for NormalizeData() function from seurat library
-Normalizes the sce object according to the input parameters — runSeuratNormalizeData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratNormalizeData
-Wrapper for NormalizeData() function from seurat library
-Normalizes the sce object according to the input parameters — runSeuratNormalizeData"><meta property="og:description" content="runSeuratNormalizeData
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratNormalizeData Wrapper for NormalizeData() function from seurat library Normalizes the sce object according to the input parameters — runSeuratNormalizeData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratNormalizeData Wrapper for NormalizeData() function from seurat library Normalizes the sce object according to the input parameters — runSeuratNormalizeData"><meta property="og:description" content="runSeuratNormalizeData
 Wrapper for NormalizeData() function from seurat library
 Normalizes the sce object according to the input parameters"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>runSeuratNormalizeData
-Wrapper for NormalizeData() function from seurat library
-Normalizes the sce object according to the input parameters</h1>
+    <h1>runSeuratNormalizeData Wrapper for NormalizeData() function from seurat library Normalizes the sce object according to the input parameters</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/seuratFunctions.R" class="external-link"><code>R/seuratFunctions.R</code></a></small>
     <div class="hidden name"><code>runSeuratNormalizeData.Rd</code></div>
     </div>
@@ -230,47 +224,47 @@ <h1>runSeuratNormalizeData
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object to normalize</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Assay containing raw counts to use for normalization.</p></dd>
 
 
-<dt>normAssayName</dt>
+<dt id="arg-normassayname">normAssayName<a class="anchor" aria-label="anchor" href="#arg-normassayname"></a></dt>
 <dd><p>Name of new assay containing normalized data. Default
 <code>seuratNormData</code>.</p></dd>
 
 
-<dt>normalizationMethod</dt>
+<dt id="arg-normalizationmethod">normalizationMethod<a class="anchor" aria-label="anchor" href="#arg-normalizationmethod"></a></dt>
 <dd><p>selected normalization method. Default
 <code>"LogNormalize"</code>.</p></dd>
 
 
-<dt>scaleFactor</dt>
+<dt id="arg-scalefactor">scaleFactor<a class="anchor" aria-label="anchor" href="#arg-scalefactor"></a></dt>
 <dd><p>numeric value that represents the scaling factor. Default
 <code>10000</code>.</p></dd>
 
 
-<dt>verbose</dt>
+<dt id="arg-verbose">verbose<a class="anchor" aria-label="anchor" href="#arg-verbose"></a></dt>
 <dd><p>Logical value indicating if informative messages should
 be displayed. Default is <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Normalized <code>SingleCellExperiment</code> object</p>
+    <p>Normalized <code>SingleCellExperiment</code> object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runSeuratNormalizeData</span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -285,15 +279,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runSeuratPCA.html b/docs/reference/runSeuratPCA.html
index e4ec173a2..04a117add 100644
--- a/docs/reference/runSeuratPCA.html
+++ b/docs/reference/runSeuratPCA.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratPCA
-Computes PCA on the input sce object and stores the calculated principal
-components within the sce object — runSeuratPCA • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratPCA
-Computes PCA on the input sce object and stores the calculated principal
-components within the sce object — runSeuratPCA"><meta property="og:description" content="runSeuratPCA
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratPCA Computes PCA on the input sce object and stores the calculated principal components within the sce object — runSeuratPCA • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratPCA Computes PCA on the input sce object and stores the calculated principal components within the sce object — runSeuratPCA"><meta property="og:description" content="runSeuratPCA
 Computes PCA on the input sce object and stores the calculated principal
 components within the sce object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>runSeuratPCA
-Computes PCA on the input sce object and stores the calculated principal
-components within the sce object</h1>
+    <h1>runSeuratPCA Computes PCA on the input sce object and stores the calculated principal components within the sce object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/seuratFunctions.R" class="external-link"><code>R/seuratFunctions.R</code></a></small>
     <div class="hidden name"><code>runSeuratPCA.Rd</code></div>
     </div>
@@ -232,52 +226,52 @@ <h1>runSeuratPCA
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object on which to compute PCA</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Assay containing scaled counts to use in PCA. Default
 <code>"seuratNormData"</code>.</p></dd>
 
 
-<dt>useFeatureSubset</dt>
+<dt id="arg-usefeaturesubset">useFeatureSubset<a class="anchor" aria-label="anchor" href="#arg-usefeaturesubset"></a></dt>
 <dd><p>Subset of feature to use for dimension reduction. A
 character string indicating a <code>rowData</code> variable that stores the logical
 vector of HVG selection, or a vector that can subset the rows of
 <code>inSCE</code>. Default <code>"hvf"</code>.</p></dd>
 
 
-<dt>scale</dt>
+<dt id="arg-scale">scale<a class="anchor" aria-label="anchor" href="#arg-scale"></a></dt>
 <dd><p>Logical scalar, whether to standardize the expression values
 using <code><a href="https://satijalab.org/seurat/reference/ScaleData.html" class="external-link">ScaleData</a></code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>Name of new reducedDims object containing Seurat PCA.
 Default <code>seuratPCA</code>.</p></dd>
 
 
-<dt>nPCs</dt>
+<dt id="arg-npcs">nPCs<a class="anchor" aria-label="anchor" href="#arg-npcs"></a></dt>
 <dd><p>numeric value of how many components to compute. Default
 <code>20</code>.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>Random seed for reproducibility of results.
 Default <code>NULL</code> will use global seed in use by the R environment.</p></dd>
 
 
-<dt>verbose</dt>
+<dt id="arg-verbose">verbose<a class="anchor" aria-label="anchor" href="#arg-verbose"></a></dt>
 <dd><p>Logical value indicating if informative messages should
 be displayed. Default is <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Updated <code>SingleCellExperiment</code> object which now contains the
+    <p>Updated <code>SingleCellExperiment</code> object which now contains the
 computed principal components</p>
     </div>
     <div id="details">
@@ -295,13 +289,13 @@ <h2>Details</h2>
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratNormalizeData.html">runSeuratNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratFindHVG.html">runSeuratFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="getTopHVG.html">setTopHVG</a></span><span class="op">(</span><span class="va">sce</span>, method <span class="op">=</span> <span class="st">"vst"</span>, featureSubsetName <span class="op">=</span> <span class="st">"hvf"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratScaleData.html">runSeuratScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runSeuratPCA</span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -316,15 +310,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runSeuratSCTransform.html b/docs/reference/runSeuratSCTransform.html
index 514155e47..d19e570df 100644
--- a/docs/reference/runSeuratSCTransform.html
+++ b/docs/reference/runSeuratSCTransform.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratSCTransform
-Runs the SCTransform function to transform/normalize the input
-data — runSeuratSCTransform • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratSCTransform
-Runs the SCTransform function to transform/normalize the input
-data — runSeuratSCTransform"><meta property="og:description" content="runSeuratSCTransform
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratSCTransform Runs the SCTransform function to transform/normalize the input data — runSeuratSCTransform • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratSCTransform Runs the SCTransform function to transform/normalize the input data — runSeuratSCTransform"><meta property="og:description" content="runSeuratSCTransform
 Runs the SCTransform function to transform/normalize the input
 data"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>runSeuratSCTransform
-Runs the <a href="https://satijalab.org/seurat/reference/SCTransform.html" class="external-link">SCTransform</a> function to transform/normalize the input
-data</h1>
+    <h1>runSeuratSCTransform Runs the <a href="https://satijalab.org/seurat/reference/SCTransform.html" class="external-link">SCTransform</a> function to transform/normalize the input data</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/seuratFunctions.R" class="external-link"><code>R/seuratFunctions.R</code></a></small>
     <div class="hidden name"><code>runSeuratSCTransform.Rd</code></div>
     </div>
@@ -228,29 +222,29 @@ <h1>runSeuratSCTransform
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object</p></dd>
 
 
-<dt>normAssayName</dt>
+<dt id="arg-normassayname">normAssayName<a class="anchor" aria-label="anchor" href="#arg-normassayname"></a></dt>
 <dd><p>Name for the output data assay. Default
 <code>"SCTCounts"</code>.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Name for the input data assay. Default <code>"counts"</code>.</p></dd>
 
 
-<dt>verbose</dt>
+<dt id="arg-verbose">verbose<a class="anchor" aria-label="anchor" href="#arg-verbose"></a></dt>
 <dd><p>Logical value indicating if informative messages should
 be displayed. Default is <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Updated SingleCellExperiment object containing the transformed data</p>
+    <p>Updated SingleCellExperiment object containing the transformed data</p>
     </div>
 
     <div id="ref-examples">
@@ -271,11 +265,11 @@ <h2>Examples</h2>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Model formula is y ~ log_umi</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Get Negative Binomial regression parameters per gene</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Using 2000 genes, 30 cells</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Found 96 outliers - those will be ignored in fitting/regularization step</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Found 95 outliers - those will be ignored in fitting/regularization step</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Second step: Get residuals using fitted parameters for 2282 genes</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Computing corrected count matrix for 2282 genes</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Calculating gene attributes</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Wall clock passed: Time difference of 21.10225 secs</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Wall clock passed: Time difference of 35.05846 secs</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Determine variable features</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Centering data matrix</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Set default assay to SCTransform</span>
@@ -293,15 +287,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runSeuratScaleData.html b/docs/reference/runSeuratScaleData.html
index e1d450e47..6a2a69ce2 100644
--- a/docs/reference/runSeuratScaleData.html
+++ b/docs/reference/runSeuratScaleData.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratScaleData
-Scales the input sce object according to the input parameters — runSeuratScaleData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratScaleData
-Scales the input sce object according to the input parameters — runSeuratScaleData"><meta property="og:description" content="runSeuratScaleData
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratScaleData Scales the input sce object according to the input parameters — runSeuratScaleData • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratScaleData Scales the input sce object according to the input parameters — runSeuratScaleData"><meta property="og:description" content="runSeuratScaleData
 Scales the input sce object according to the input parameters"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>runSeuratScaleData
-Scales the input sce object according to the input parameters</h1>
+    <h1>runSeuratScaleData Scales the input sce object according to the input parameters</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/seuratFunctions.R" class="external-link"><code>R/seuratFunctions.R</code></a></small>
     <div class="hidden name"><code>runSeuratScaleData.Rd</code></div>
     </div>
@@ -227,56 +224,56 @@ <h1>runSeuratScaleData
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object to scale</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Assay containing normalized counts to scale.</p></dd>
 
 
-<dt>scaledAssayName</dt>
+<dt id="arg-scaledassayname">scaledAssayName<a class="anchor" aria-label="anchor" href="#arg-scaledassayname"></a></dt>
 <dd><p>Name of new assay containing scaled data. Default
 <code>seuratScaledData</code>.</p></dd>
 
 
-<dt>model</dt>
+<dt id="arg-model">model<a class="anchor" aria-label="anchor" href="#arg-model"></a></dt>
 <dd><p>selected model to use for scaling data. Default <code>"linear"</code>.</p></dd>
 
 
-<dt>scale</dt>
+<dt id="arg-scale">scale<a class="anchor" aria-label="anchor" href="#arg-scale"></a></dt>
 <dd><p>boolean if data should be scaled or not. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>center</dt>
+<dt id="arg-center">center<a class="anchor" aria-label="anchor" href="#arg-center"></a></dt>
 <dd><p>boolean if data should be centered or not. Default <code>TRUE</code></p></dd>
 
 
-<dt>scaleMax</dt>
+<dt id="arg-scalemax">scaleMax<a class="anchor" aria-label="anchor" href="#arg-scalemax"></a></dt>
 <dd><p>maximum numeric value to return for scaled data. Default
 <code>10</code>.</p></dd>
 
 
-<dt>verbose</dt>
+<dt id="arg-verbose">verbose<a class="anchor" aria-label="anchor" href="#arg-verbose"></a></dt>
 <dd><p>Logical value indicating if informative messages should
 be displayed. Default is <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Scaled <code>SingleCellExperiment</code> object</p>
+    <p>Scaled <code>SingleCellExperiment</code> object</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratNormalizeData.html">runSeuratNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratFindHVG.html">runSeuratFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runSeuratScaleData</span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -291,15 +288,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runSeuratTSNE.html b/docs/reference/runSeuratTSNE.html
index ed0956141..9e35c1046 100644
--- a/docs/reference/runSeuratTSNE.html
+++ b/docs/reference/runSeuratTSNE.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratTSNE
-Computes tSNE from the given sce object and stores the tSNE computations back
-into the sce object — runSeuratTSNE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratTSNE
-Computes tSNE from the given sce object and stores the tSNE computations back
-into the sce object — runSeuratTSNE"><meta property="og:description" content="runSeuratTSNE
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratTSNE Computes tSNE from the given sce object and stores the tSNE computations back into the sce object — runSeuratTSNE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratTSNE Computes tSNE from the given sce object and stores the tSNE computations back into the sce object — runSeuratTSNE"><meta property="og:description" content="runSeuratTSNE
 Computes tSNE from the given sce object and stores the tSNE computations back
 into the sce object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>runSeuratTSNE
-Computes tSNE from the given sce object and stores the tSNE computations back
-into the sce object</h1>
+    <h1>runSeuratTSNE Computes tSNE from the given sce object and stores the tSNE computations back into the sce object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/seuratFunctions.R" class="external-link"><code>R/seuratFunctions.R</code></a></small>
     <div class="hidden name"><code>runSeuratTSNE.Rd</code></div>
     </div>
@@ -231,45 +225,45 @@ <h1>runSeuratTSNE
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object on which to compute the tSNE</p></dd>
 
 
-<dt>useReduction</dt>
+<dt id="arg-usereduction">useReduction<a class="anchor" aria-label="anchor" href="#arg-usereduction"></a></dt>
 <dd><p>selected reduction algorithm to use for computing tSNE.
 One of "pca" or "ica". Default <code>"pca"</code>.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>Name of new reducedDims object containing Seurat tSNE
 Default <code>seuratTSNE</code>.</p></dd>
 
 
-<dt>dims</dt>
+<dt id="arg-dims">dims<a class="anchor" aria-label="anchor" href="#arg-dims"></a></dt>
 <dd><p>Number of reduction components to use for tSNE computation.
 Default <code>10</code>.</p></dd>
 
 
-<dt>perplexity</dt>
+<dt id="arg-perplexity">perplexity<a class="anchor" aria-label="anchor" href="#arg-perplexity"></a></dt>
 <dd><p>Adjust the perplexity tuneable parameter for the underlying
 tSNE call. Default <code>30</code>.</p></dd>
 
 
-<dt>externalReduction</dt>
+<dt id="arg-externalreduction">externalReduction<a class="anchor" aria-label="anchor" href="#arg-externalreduction"></a></dt>
 <dd><p>Pass DimReduc object if PCA/ICA computed through
 other libraries. Default <code>NULL</code>.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>Random seed for reproducibility of results.
 Default <code>1</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Updated sce object with tSNE computations stored</p>
+    <p>Updated sce object with tSNE computations stored</p>
     </div>
 
   </div>
@@ -284,15 +278,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runSeuratUMAP.html b/docs/reference/runSeuratUMAP.html
index 91e864a8f..bb11fd40a 100644
--- a/docs/reference/runSeuratUMAP.html
+++ b/docs/reference/runSeuratUMAP.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratUMAP
-Computes UMAP from the given sce object and stores the UMAP computations back
-into the sce object — runSeuratUMAP • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratUMAP
-Computes UMAP from the given sce object and stores the UMAP computations back
-into the sce object — runSeuratUMAP"><meta property="og:description" content="runSeuratUMAP
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>runSeuratUMAP Computes UMAP from the given sce object and stores the UMAP computations back into the sce object — runSeuratUMAP • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="runSeuratUMAP Computes UMAP from the given sce object and stores the UMAP computations back into the sce object — runSeuratUMAP"><meta property="og:description" content="runSeuratUMAP
 Computes UMAP from the given sce object and stores the UMAP computations back
 into the sce object"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>runSeuratUMAP
-Computes UMAP from the given sce object and stores the UMAP computations back
-into the sce object</h1>
+    <h1>runSeuratUMAP Computes UMAP from the given sce object and stores the UMAP computations back into the sce object</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/seuratFunctions.R" class="external-link"><code>R/seuratFunctions.R</code></a></small>
     <div class="hidden name"><code>runSeuratUMAP.Rd</code></div>
     </div>
@@ -234,74 +228,74 @@ <h1>runSeuratUMAP
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>(sce) object on which to compute the UMAP</p></dd>
 
 
-<dt>useReduction</dt>
+<dt id="arg-usereduction">useReduction<a class="anchor" aria-label="anchor" href="#arg-usereduction"></a></dt>
 <dd><p>Reduction to use for computing UMAP. One of "pca" or
 "ica". Default is <code>"pca"</code>.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>Name of new reducedDims object containing Seurat UMAP
 Default <code>seuratUMAP</code>.</p></dd>
 
 
-<dt>dims</dt>
+<dt id="arg-dims">dims<a class="anchor" aria-label="anchor" href="#arg-dims"></a></dt>
 <dd><p>Numerical value of how many reduction components to use for UMAP
 computation. Default <code>10</code>.</p></dd>
 
 
-<dt>minDist</dt>
+<dt id="arg-mindist">minDist<a class="anchor" aria-label="anchor" href="#arg-mindist"></a></dt>
 <dd><p>Sets the <code>"min.dist"</code> parameter to the underlying UMAP
 call. See <a href="https://satijalab.org/seurat/reference/RunUMAP.html" class="external-link">RunUMAP</a> for more information. Default <code>0.3</code>.</p></dd>
 
 
-<dt>nNeighbors</dt>
+<dt id="arg-nneighbors">nNeighbors<a class="anchor" aria-label="anchor" href="#arg-nneighbors"></a></dt>
 <dd><p>Sets the <code>"n.neighbors"</code> parameter to the underlying
 UMAP call. See <a href="https://satijalab.org/seurat/reference/RunUMAP.html" class="external-link">RunUMAP</a> for more information. Default
 <code>30L</code>.</p></dd>
 
 
-<dt>spread</dt>
+<dt id="arg-spread">spread<a class="anchor" aria-label="anchor" href="#arg-spread"></a></dt>
 <dd><p>Sets the <code>"spread"</code> parameter to the underlying UMAP call.
 See <a href="https://satijalab.org/seurat/reference/RunUMAP.html" class="external-link">RunUMAP</a> for more information. Default <code>1</code>.</p></dd>
 
 
-<dt>externalReduction</dt>
+<dt id="arg-externalreduction">externalReduction<a class="anchor" aria-label="anchor" href="#arg-externalreduction"></a></dt>
 <dd><p>Pass DimReduc object if PCA/ICA computed through
 other libraries. Default <code>NULL</code>.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>Random seed for reproducibility of results.
 Default <code>42</code>.</p></dd>
 
 
-<dt>verbose</dt>
+<dt id="arg-verbose">verbose<a class="anchor" aria-label="anchor" href="#arg-verbose"></a></dt>
 <dd><p>Logical value indicating if informative messages should
 be displayed. Default is <code>TRUE</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Updated sce object with UMAP computations stored</p>
+    <p>Updated sce object with UMAP computations stored</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">scExample</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratNormalizeData.html">runSeuratNormalizeData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratFindHVG.html">runSeuratFindHVG</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratScaleData.html">runSeuratScaleData</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratPCA.html">runSeuratPCA</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runSeuratFindClusters.html">runSeuratFindClusters</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runSeuratUMAP</span><span class="op">(</span><span class="va">sce</span>, useReduction <span class="op">=</span> <span class="st">"pca"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -316,15 +310,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runSingleR.html b/docs/reference/runSingleR.html
index 50443abd5..af841acee 100644
--- a/docs/reference/runSingleR.html
+++ b/docs/reference/runSingleR.html
@@ -1,12 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Label cell types with SingleR — runSingleR • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Label cell types with SingleR — runSingleR"><meta property="og:description" content="SingleR works with a reference dataset where the cell type
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Label cell types with SingleR — runSingleR • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Label cell types with SingleR — runSingleR"><meta property="og:description" content="SingleR works with a reference dataset where the cell type
 labeling is given. Given a reference dataset of samples (single-cell or bulk)
 with known labels, it assigns those labels to new cells from a test dataset
 based on similarities in their expression profiles."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,20 +183,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -228,46 +228,48 @@ <h1>Label cell types with SingleR</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>SingleCellExperiment inherited object. Required.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>character. A string specifying which assay to use for
 expression profile identification. Required.</p></dd>
 
 
-<dt>useSCERef</dt>
+<dt id="arg-usesceref">useSCERef<a class="anchor" aria-label="anchor" href="#arg-usesceref"></a></dt>
 <dd><p>SingleCellExperiment inherited object. An
 optional customized reference dataset. Default <code>NULL</code>.</p></dd>
 
 
-<dt>labelColName</dt>
+<dt id="arg-labelcolname">labelColName<a class="anchor" aria-label="anchor" href="#arg-labelcolname"></a></dt>
 <dd><p>A single character. A string specifying the column in
 <code>colData(useSCERef)</code> that stores the cell type labeling. Default
 <code>NULL</code>.</p></dd>
 
 
-<dt>useBltinRef</dt>
+<dt id="arg-usebltinref">useBltinRef<a class="anchor" aria-label="anchor" href="#arg-usebltinref"></a></dt>
 <dd><p>A single character. A string that specifies a reference
 provided by SingleR. Choose from <code>"hpca", "bpe", "mp", "dice", "immgen",
 "mouse", "zeisel"</code>. See detail. Default <code>"hpca"</code>.</p></dd>
 
 
-<dt>level</dt>
+<dt id="arg-level">level<a class="anchor" aria-label="anchor" href="#arg-level"></a></dt>
 <dd><p>A string for cell type labeling level. Used only when using
 some of the SingleR built-in references. Choose from <code>"main", "fine",
 "ont"</code>. Default <code>"fine"</code>.</p></dd>
 
 
-<dt>featureType</dt>
+<dt id="arg-featuretype">featureType<a class="anchor" aria-label="anchor" href="#arg-featuretype"></a></dt>
 <dd><p>A string for whether to use gene symbols or Ensembl IDs
 when using a SingleR built-in reference. Should be set based on the type of
 <code>rownames</code> of <code>inSCE</code>. Choose from <code>"symbol", "ensembl"</code>.
 Default <code>"symbol"</code>.</p></dd>
 
 
-<dt>labelByCluster</dt>
+<dt id="arg-labelbycluster">labelByCluster<a class="anchor" aria-label="anchor" href="#arg-labelbycluster"></a></dt>
 <dd><p>A single character. A string specifying the column name
 in <code>colData(inSCE)</code> that stores clustering labels. Use this when users
 want to only label cells on cluster level, instead of performing calculation
@@ -276,9 +278,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Input SCE object with cell type labeling updated in
+    <p>Input SCE object with cell type labeling updated in
 <code>colData(inSCE)</code>, together with scoring metrics.</p>
     </div>
 
@@ -301,15 +301,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runSoupX.html b/docs/reference/runSoupX.html
index 63dc956ee..2407cd730 100644
--- a/docs/reference/runSoupX.html
+++ b/docs/reference/runSoupX.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Detecting and correct contamination with SoupX — runSoupX • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Detecting and correct contamination with SoupX — runSoupX"><meta property="og:description" content="A wrapper function for autoEstCont and
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Detecting and correct contamination with SoupX — runSoupX • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Detecting and correct contamination with SoupX — runSoupX"><meta property="og:description" content="A wrapper function for autoEstCont and
 adjustCounts. Identify potential contamination from
 experimental factors such as ambient RNA. Visit
 their vignette
@@ -7,7 +7,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -21,7 +21,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -29,7 +29,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -38,7 +38,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -63,7 +63,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -184,20 +184,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -243,11 +243,13 @@ <h1>Detecting and correct contamination with SoupX</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A SingleCellExperiment object.</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>A single character specifying a name that can be found in
 <code>colData(inSCE)</code> to directly use the cell annotation; or a character
 vector with as many elements as cells to indicates which sample each cell
@@ -255,68 +257,68 @@ <h2>Arguments</h2>
 <code>NULL</code>.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A single character string specifying which assay in
 <code>inSCE</code> to use. Default <code>'counts'</code>.</p></dd>
 
 
-<dt>background</dt>
+<dt id="arg-background">background<a class="anchor" aria-label="anchor" href="#arg-background"></a></dt>
 <dd><p>A numeric matrix of counts or a
 SingleCellExperiment object with the matrix in <code>assay</code>
 slot. It should have the same structure as <code>inSCE</code> except it contains
 the matrix including empty droplets. Default <code>NULL</code>.</p></dd>
 
 
-<dt>bgAssayName</dt>
+<dt id="arg-bgassayname">bgAssayName<a class="anchor" aria-label="anchor" href="#arg-bgassayname"></a></dt>
 <dd><p>A single character string specifying which assay in
 <code>background</code> to use when <code>background</code> is a
 SingleCellExperiment object. If <code>NULL</code>, the function
 will use the same value as <code>useAssay</code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>bgBatch</dt>
+<dt id="arg-bgbatch">bgBatch<a class="anchor" aria-label="anchor" href="#arg-bgbatch"></a></dt>
 <dd><p>The same thing as <code>sample</code> but for <code>background</code>. Can
 be a single character only when <code>background</code> is a
 SingleCellExperiment object. Default <code>NULL</code>.</p></dd>
 
 
-<dt>assayName</dt>
+<dt id="arg-assayname">assayName<a class="anchor" aria-label="anchor" href="#arg-assayname"></a></dt>
 <dd><p>A single character string of the output corrected matrix.
 Default <code>"SoupX"</code> when not using a background, otherwise,
 <code>"SoupX_bg"</code>.</p></dd>
 
 
-<dt>cluster</dt>
+<dt id="arg-cluster">cluster<a class="anchor" aria-label="anchor" href="#arg-cluster"></a></dt>
 <dd><p>Prior knowledge of clustering labels on cells. A single
 character string for specifying clustering label stored in
 <code>colData(inSCE)</code>, or a character vector with as many elements as cells.
 When not supplied, <code><a href="https://rdrr.io/pkg/scran/man/quickCluster.html" class="external-link">quickCluster</a></code> method will be applied.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>A single character string of the prefix of output
 corrected embedding matrix for each sample. Default <code>"SoupX_UMAP_"</code> when
 not using a background, otherwise, <code>"SoupX_bg_UMAP_"</code>.</p></dd>
 
 
-<dt>tfidfMin</dt>
+<dt id="arg-tfidfmin">tfidfMin<a class="anchor" aria-label="anchor" href="#arg-tfidfmin"></a></dt>
 <dd><p>Numeric. Minimum value of tfidf to accept for a marker gene.
 Default <code>1</code>. See <code><a href="https://rdrr.io/pkg/SoupX/man/autoEstCont.html" class="external-link">?SoupX::autoEstCont</a></code>.</p></dd>
 
 
-<dt>soupQuantile</dt>
+<dt id="arg-soupquantile">soupQuantile<a class="anchor" aria-label="anchor" href="#arg-soupquantile"></a></dt>
 <dd><p>Numeric. Only use genes that are at or above this
 expression quantile in the soup. This prevents inaccurate estimates due to
 using genes with poorly constrained contribution to the background. Default
 <code>0.9</code>. See <code><a href="https://rdrr.io/pkg/SoupX/man/autoEstCont.html" class="external-link">?SoupX::autoEstCont</a></code>.</p></dd>
 
 
-<dt>maxMarkers</dt>
+<dt id="arg-maxmarkers">maxMarkers<a class="anchor" aria-label="anchor" href="#arg-maxmarkers"></a></dt>
 <dd><p>Integer. If we have heaps of good markers, keep only the
 best maxMarkers of them. Default <code>100</code>. See <code><a href="https://rdrr.io/pkg/SoupX/man/autoEstCont.html" class="external-link">?SoupX::autoEstCont</a></code>.</p></dd>
 
 
-<dt>contaminationRange</dt>
+<dt id="arg-contaminationrange">contaminationRange<a class="anchor" aria-label="anchor" href="#arg-contaminationrange"></a></dt>
 <dd><p>Numeric vector of two elements. This constrains
 the contamination fraction to lie within this range. Must be between 0 and 1.
 The high end of this range is passed to
@@ -325,47 +327,47 @@ <h2>Arguments</h2>
 <code><a href="https://rdrr.io/pkg/SoupX/man/autoEstCont.html" class="external-link">?SoupX::autoEstCont</a></code>.</p></dd>
 
 
-<dt>rhoMaxFDR</dt>
+<dt id="arg-rhomaxfdr">rhoMaxFDR<a class="anchor" aria-label="anchor" href="#arg-rhomaxfdr"></a></dt>
 <dd><p>Numeric. False discovery rate passed to
 <code><a href="https://rdrr.io/pkg/SoupX/man/estimateNonExpressingCells.html" class="external-link">estimateNonExpressingCells</a></code>, to test if rho is less than
 <code>maximumContamination</code>. Default <code>0.2</code>. See
 <code><a href="https://rdrr.io/pkg/SoupX/man/autoEstCont.html" class="external-link">?SoupX::autoEstCont</a></code>.</p></dd>
 
 
-<dt>priorRho</dt>
+<dt id="arg-priorrho">priorRho<a class="anchor" aria-label="anchor" href="#arg-priorrho"></a></dt>
 <dd><p>Numeric. Mode of gamma distribution prior on contamination
 fraction. Default <code>0.05</code>. See <code><a href="https://rdrr.io/pkg/SoupX/man/autoEstCont.html" class="external-link">?SoupX::autoEstCont</a></code>.</p></dd>
 
 
-<dt>priorRhoStdDev</dt>
+<dt id="arg-priorrhostddev">priorRhoStdDev<a class="anchor" aria-label="anchor" href="#arg-priorrhostddev"></a></dt>
 <dd><p>Numeric. Standard deviation of gamma distribution prior
 on contamination fraction. Default <code>0.1</code>. See
 <code><a href="https://rdrr.io/pkg/SoupX/man/autoEstCont.html" class="external-link">?SoupX::autoEstCont</a></code>.</p></dd>
 
 
-<dt>forceAccept</dt>
+<dt id="arg-forceaccept">forceAccept<a class="anchor" aria-label="anchor" href="#arg-forceaccept"></a></dt>
 <dd><p>Logical. Should we allow very high contamination fractions
 to be used. Passed to <code><a href="https://rdrr.io/pkg/SoupX/man/setContaminationFraction.html" class="external-link">setContaminationFraction</a></code>. Default
 <code>FALSE</code>. See <code><a href="https://rdrr.io/pkg/SoupX/man/autoEstCont.html" class="external-link">?SoupX::autoEstCont</a></code>.</p></dd>
 
 
-<dt>adjustMethod</dt>
+<dt id="arg-adjustmethod">adjustMethod<a class="anchor" aria-label="anchor" href="#arg-adjustmethod"></a></dt>
 <dd><p>Character. Method to use for correction. One of
 <code>'subtraction'</code>, <code>'soupOnly'</code>, or <code>'multinomial'</code>. Default
 <code>'subtraction'</code>. See <code><a href="https://rdrr.io/pkg/SoupX/man/adjustCounts.html" class="external-link">?SoupX::adjustCounts</a></code>.</p></dd>
 
 
-<dt>roundToInt</dt>
+<dt id="arg-roundtoint">roundToInt<a class="anchor" aria-label="anchor" href="#arg-roundtoint"></a></dt>
 <dd><p>Logical. Should the resulting matrix be rounded to
 integers? Default <code>FALSE</code>. See <code><a href="https://rdrr.io/pkg/SoupX/man/adjustCounts.html" class="external-link">?SoupX::adjustCounts</a></code>.</p></dd>
 
 
-<dt>tol</dt>
+<dt id="arg-tol">tol<a class="anchor" aria-label="anchor" href="#arg-tol"></a></dt>
 <dd><p>Numeric. Allowed deviation from expected number of soup counts.
 Don't change this. Default <code>0.001</code>. See <code><a href="https://rdrr.io/pkg/SoupX/man/adjustCounts.html" class="external-link">?SoupX::adjustCounts</a></code>.</p></dd>
 
 
-<dt>pCut</dt>
+<dt id="arg-pcut">pCut<a class="anchor" aria-label="anchor" href="#arg-pcut"></a></dt>
 <dd><p>Numeric. The p-value cut-off used when
 <code>method = 'soupOnly'</code>. Default <code>0.01</code>. See
 <code><a href="https://rdrr.io/pkg/SoupX/man/adjustCounts.html" class="external-link">?SoupX::adjustCounts</a></code>.</p></dd>
@@ -373,18 +375,12 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input <code>inSCE</code> object with <code>soupX_nUMIs</code>,
-<code>soupX_clustrers</code>, <code>soupX_contamination</code> appended to <code>colData</code></p>
-
-
-<p>slot; <code>soupX_{sample}_est</code> and <code>soupX_{sample}_counts</code> for each
+    <p>The input <code>inSCE</code> object with <code>soupX_nUMIs</code>,
+<code>soupX_clustrers</code>, <code>soupX_contamination</code> appended to <code>colData</code>
+slot; <code>soupX_{sample}_est</code> and <code>soupX_{sample}_counts</code> for each
 sample appended to <code>rowData</code> slot; and other computational metrics at
-<code>getSoupX(inSCE)</code>. Replace "soupX" to "soupX_bg" when <code>background</code></p>
-
-
-<p>is used.</p>
+<code>getSoupX(inSCE)</code>. Replace "soupX" to "soupX_bg" when <code>background</code>
+is used.</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
@@ -397,12 +393,12 @@ <h2>Author</h2>
 
     <div id="ref-examples">
     <h2>Examples</h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="co"># SoupX does not work for toy example,</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="importExampleData.html">importExampleData</a></span><span class="op">(</span><span class="st">"pbmc3k"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runSoupX</span><span class="op">(</span><span class="va">sce</span>, sample <span class="op">=</span> <span class="st">"sample"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu"><a href="plotSoupXResults.html">plotSoupXResults</a></span><span class="op">(</span><span class="va">sce</span>, sample <span class="op">=</span> <span class="st">"sample"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -417,15 +413,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runTSCAN.html b/docs/reference/runTSCAN.html
index e78fa6022..b884bb4a0 100644
--- a/docs/reference/runTSCAN.html
+++ b/docs/reference/runTSCAN.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Run TSCAN to obtain pseudotime values for cells — runTSCAN • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Run TSCAN to obtain pseudotime values for cells — runTSCAN"><meta property="og:description" content="Wrapper for obtaining a pseudotime ordering of the cells by
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Run TSCAN to obtain pseudotime values for cells — runTSCAN • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Run TSCAN to obtain pseudotime values for cells — runTSCAN"><meta property="og:description" content="Wrapper for obtaining a pseudotime ordering of the cells by
 projecting them onto the minimum spanning tree (MST)"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -221,38 +221,38 @@ <h1>Run TSCAN to obtain pseudotime values for cells</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>useReducedDim</dt>
+<dt id="arg-usereduceddim">useReducedDim<a class="anchor" aria-label="anchor" href="#arg-usereduceddim"></a></dt>
 <dd><p>Character. A low-dimension representation in
 <code>reducedDims</code>, will be used for both clustering if <code>cluster</code> not
 specified and MST construction. Default <code>"PCA"</code>.</p></dd>
 
 
-<dt>cluster</dt>
+<dt id="arg-cluster">cluster<a class="anchor" aria-label="anchor" href="#arg-cluster"></a></dt>
 <dd><p>Grouping for each cell in <code>inSCE</code>. A vector with equal
 length to the number of the cells in <code>inSCE</code>, or a single character for
 retriving <code>colData</code> variable. Default <code>NULL</code>, will run
 <code>runScranSNN</code> to obtain.</p></dd>
 
 
-<dt>starter</dt>
+<dt id="arg-starter">starter<a class="anchor" aria-label="anchor" href="#arg-starter"></a></dt>
 <dd><p>Character. Specifies the starting node from which to compute
 the pseudotime. Default <code>NULL</code>, will select an arbitrary node.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>An integer. Random seed for clustering if <code>cluster</code> is not
 specified. Default <code>12345</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input <code>inSCE</code> object with pseudotime ordering of the cells
+    <p>The input <code>inSCE</code> object with pseudotime ordering of the cells
 along the paths and the cluster label stored in <code>colData</code>, and other
 unstructured information in <code>metadata</code>.</p>
     </div>
@@ -266,11 +266,11 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"mouseBrainSubsetSCE"</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">mouseBrainSubsetSCE</span> <span class="op">&lt;-</span> <span class="fu">runTSCAN</span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                                useReducedDim <span class="op">=</span> <span class="st">"PCA_logcounts"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:36 2024 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:37 2024 ...   Identified 2 clusters</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:37 2024 ... Running TSCAN to estimate pseudotime</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:37 2024 ...   Clusters involved in path index 2 are: 1, 2</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:37 2024 ...   Number of estimated paths is 1</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:34 2025 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:34 2025 ...   Identified 2 clusters</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:34 2025 ... Running TSCAN to estimate pseudotime</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:35 2025 ...   Clusters involved in path index 2 are: 1, 2</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:35 2025 ...   Number of estimated paths is 1</span>
 </code></pre></div>
     </div>
   </div>
@@ -285,15 +285,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runTSCANClusterDEAnalysis.html b/docs/reference/runTSCANClusterDEAnalysis.html
index a79bb6b7d..a609dc55c 100644
--- a/docs/reference/runTSCANClusterDEAnalysis.html
+++ b/docs/reference/runTSCANClusterDEAnalysis.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Find DE genes between all TSCAN paths rooted from given cluster — runTSCANClusterDEAnalysis • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Find DE genes between all TSCAN paths rooted from given cluster — runTSCANClusterDEAnalysis"><meta property="og:description" content="This function finds all paths that root from a given cluster
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Find DE genes between all TSCAN paths rooted from given cluster — runTSCANClusterDEAnalysis • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Find DE genes between all TSCAN paths rooted from given cluster — runTSCANClusterDEAnalysis"><meta property="og:description" content="This function finds all paths that root from a given cluster
 useCluster, and performs tests to identify significant features for
 each path, and are not significant and/or changing in the opposite direction
 in the other paths. Using a branching cluster (i.e. a node with degree &amp;gt; 2)
@@ -8,7 +8,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -22,7 +22,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -30,7 +30,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -39,7 +39,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -64,7 +64,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -185,20 +185,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -228,30 +228,30 @@ <h1>Find DE genes between all TSCAN paths rooted from given cluster</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>useCluster</dt>
+<dt id="arg-usecluster">useCluster<a class="anchor" aria-label="anchor" href="#arg-usecluster"></a></dt>
 <dd><p>The cluster to be regarded as the root, has to existing in
 <code>colData(inSCE)$TSCAN_clusters</code>.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Character. The name of the assay to use. This assay should
 contain log normalized counts. Default <code>"logcounts"</code>.</p></dd>
 
 
-<dt>fdrThreshold</dt>
+<dt id="arg-fdrthreshold">fdrThreshold<a class="anchor" aria-label="anchor" href="#arg-fdrthreshold"></a></dt>
 <dd><p>Only out put DEGs with FDR value smaller than this value.
 Default <code>0.05</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input <code>inSCE</code> with results updated in <code>metadata</code>.</p>
+    <p>The input <code>inSCE</code> with results updated in <code>metadata</code>.</p>
     </div>
     <div id="author">
     <h2>Author</h2>
@@ -263,15 +263,15 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"mouseBrainSubsetSCE"</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">mouseBrainSubsetSCE</span> <span class="op">&lt;-</span> <span class="fu"><a href="runTSCAN.html">runTSCAN</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                                useReducedDim <span class="op">=</span> <span class="st">"PCA_logcounts"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:38 2024 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:38 2024 ...   Identified 2 clusters</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:38 2024 ... Running TSCAN to estimate pseudotime</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:39 2024 ...   Clusters involved in path index 2 are: 1, 2</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:39 2024 ...   Number of estimated paths is 1</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:35 2025 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:36 2025 ...   Identified 2 clusters</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:36 2025 ... Running TSCAN to estimate pseudotime</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:36 2025 ...   Clusters involved in path index 2 are: 1, 2</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:36 2025 ...   Number of estimated paths is 1</span>
 <span class="r-in"><span><span class="va">mouseBrainSubsetSCE</span> <span class="op">&lt;-</span> <span class="fu">runTSCANClusterDEAnalysis</span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                                         useCluster <span class="op">=</span> <span class="fl">1</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:39 2024 ... Finding DEG between TSCAN branches</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:39 2024 ...   Clusters involved in path index 2 are: 1, 2</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:36 2025 ... Finding DEG between TSCAN branches</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:36 2025 ...   Clusters involved in path index 2 are: 1, 2</span>
 </code></pre></div>
     </div>
   </div>
@@ -286,15 +286,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runTSCANDEG.html b/docs/reference/runTSCANDEG.html
index b6e15476a..00de942d4 100644
--- a/docs/reference/runTSCANDEG.html
+++ b/docs/reference/runTSCANDEG.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Test gene expression changes along a TSCAN trajectory path — runTSCANDEG • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Test gene expression changes along a TSCAN trajectory path — runTSCANDEG"><meta property="og:description" content="Wrapper for identifying genes with significant changes with
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Test gene expression changes along a TSCAN trajectory path — runTSCANDEG • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Test gene expression changes along a TSCAN trajectory path — runTSCANDEG"><meta property="og:description" content="Wrapper for identifying genes with significant changes with
 respect to one of the TSCAN pseudotime paths"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -215,32 +215,32 @@ <h1>Test gene expression changes along a TSCAN trajectory path</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>pathIndex</dt>
+<dt id="arg-pathindex">pathIndex<a class="anchor" aria-label="anchor" href="#arg-pathindex"></a></dt>
 <dd><p>Path index for which the pseudotime values should be used.
 This corresponds to the terminal node of specific path from the root
 node to the terminal node. Run <code>listTSCANTerminalNodes(inSCE)</code> for
 available options.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Character. The name of the assay to use for testing the
 expression change. Should be log-normalized. Default <code>"logcounts"</code></p></dd>
 
 
-<dt>discardCluster</dt>
+<dt id="arg-discardcluster">discardCluster<a class="anchor" aria-label="anchor" href="#arg-discardcluster"></a></dt>
 <dd><p>Cluster(s) which are not of use or masks other
 interesting effects can be discarded. Default <code>NULL</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input <code>inSCE</code> with results updated in <code>metadata</code>.</p>
+    <p>The input <code>inSCE</code> with results updated in <code>metadata</code>.</p>
     </div>
     <div id="author">
     <h2>Author</h2>
@@ -252,11 +252,11 @@ <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"mouseBrainSubsetSCE"</span>, package <span class="op">=</span> <span class="st">"singleCellTK"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">mouseBrainSubsetSCE</span> <span class="op">&lt;-</span> <span class="fu"><a href="runTSCAN.html">runTSCAN</a></span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                                useReducedDim <span class="op">=</span> <span class="st">"PCA_logcounts"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:39 2024 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:40 2024 ...   Identified 2 clusters</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:40 2024 ... Running TSCAN to estimate pseudotime</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:40 2024 ...   Clusters involved in path index 2 are: 1, 2</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:40 2024 ...   Number of estimated paths is 1</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:37 2025 ... Running 'scran SNN clustering' with 'louvain' algorithm</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:37 2025 ...   Identified 2 clusters</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:37 2025 ... Running TSCAN to estimate pseudotime</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:37 2025 ...   Clusters involved in path index 2 are: 1, 2</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:37 2025 ...   Number of estimated paths is 1</span>
 <span class="r-in"><span><span class="va">terminalNodes</span> <span class="op">&lt;-</span> <span class="fu"><a href="getTSCANResults.html">listTSCANTerminalNodes</a></span><span class="op">(</span><span class="va">mouseBrainSubsetSCE</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">mouseBrainSubsetSCE</span> <span class="op">&lt;-</span> <span class="fu">runTSCANDEG</span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">mouseBrainSubsetSCE</span>,</span></span>
 <span class="r-in"><span>                                   pathIndex <span class="op">=</span> <span class="va">terminalNodes</span><span class="op">[</span><span class="fl">1</span><span class="op">]</span><span class="op">)</span></span></span>
@@ -274,15 +274,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runTSNE.html b/docs/reference/runTSNE.html
index 115bb350e..1ce510fe2 100644
--- a/docs/reference/runTSNE.html
+++ b/docs/reference/runTSNE.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Run t-SNE embedding with Rtsne method — runTSNE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Run t-SNE embedding with Rtsne method — runTSNE"><meta property="og:description" content="T-Stochastic Neighbour Embedding (t-SNE) algorithm is commonly
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Run t-SNE embedding with Rtsne method — runTSNE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Run t-SNE embedding with Rtsne method — runTSNE"><meta property="og:description" content="T-Stochastic Neighbour Embedding (t-SNE) algorithm is commonly
 for 2D visualization of single-cell data. This function wraps the
 Rtsne Rtsne function.
 With this funciton, users can create tSNE embedding directly from raw count
@@ -10,7 +10,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
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+
 
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@@ -24,7 +24,7 @@
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       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -32,7 +32,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
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+
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 <li>
@@ -41,7 +41,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -66,7 +66,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
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   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -187,20 +187,20 @@
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-      
+
 
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@@ -269,110 +269,110 @@ <h1>Run t-SNE embedding with Rtsne method</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>useReducedDim</dt>
+<dt id="arg-usereduceddim">useReducedDim<a class="anchor" aria-label="anchor" href="#arg-usereduceddim"></a></dt>
 <dd><p>The low dimension representation to use for UMAP
 computation. Default <code>"PCA"</code>.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Assay to use for tSNE computation. If <code>useAltExp</code> is
 specified, <code>useAssay</code> has to exist in
 <code>assays(altExp(inSCE, useAltExp))</code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>useAltExp</dt>
+<dt id="arg-usealtexp">useAltExp<a class="anchor" aria-label="anchor" href="#arg-usealtexp"></a></dt>
 <dd><p>The subset to use for tSNE computation, usually for the
 selected.variable features. Default <code>NULL</code>.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>a name to store the results of the dimension
 reductions. Default <code>"TSNE"</code>.</p></dd>
 
 
-<dt>logNorm</dt>
+<dt id="arg-lognorm">logNorm<a class="anchor" aria-label="anchor" href="#arg-lognorm"></a></dt>
 <dd><p>Whether the counts will need to be log-normalized prior to
 generating the tSNE via <code><a href="scaterlogNormCounts.html">scaterlogNormCounts</a></code>. Ignored when using
 <code>useReducedDim</code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>useFeatureSubset</dt>
+<dt id="arg-usefeaturesubset">useFeatureSubset<a class="anchor" aria-label="anchor" href="#arg-usefeaturesubset"></a></dt>
 <dd><p>Subset of feature to use for dimension reduction. A
 character string indicating a <code>rowData</code> variable that stores the logical
 vector of HVG selection, or a vector that can subset the rows of
 <code>inSCE</code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>nTop</dt>
+<dt id="arg-ntop">nTop<a class="anchor" aria-label="anchor" href="#arg-ntop"></a></dt>
 <dd><p>Automatically detect this number of variable features to use for
 dimension reduction. Ignored when using <code>useReducedDim</code> or using
 <code>useFeatureSubset</code>. Default <code>2000</code>.</p></dd>
 
 
-<dt>center</dt>
+<dt id="arg-center">center<a class="anchor" aria-label="anchor" href="#arg-center"></a></dt>
 <dd><p>Whether data should be centered before PCA is applied. Ignored
 when using <code>useReducedDim</code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>scale</dt>
+<dt id="arg-scale">scale<a class="anchor" aria-label="anchor" href="#arg-scale"></a></dt>
 <dd><p>Whether data should be scaled before PCA is applied. Ignored
 when using <code>useReducedDim</code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>pca</dt>
+<dt id="arg-pca">pca<a class="anchor" aria-label="anchor" href="#arg-pca"></a></dt>
 <dd><p>Whether an initial PCA step should be performed. Ignored when
 using <code>useReducedDim</code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>partialPCA</dt>
+<dt id="arg-partialpca">partialPCA<a class="anchor" aria-label="anchor" href="#arg-partialpca"></a></dt>
 <dd><p>Whether truncated PCA should be used to calculate principal
 components (requires the irlba package). This is faster for large input
 matrices. Ignored when using <code>useReducedDim</code>. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>initialDims</dt>
+<dt id="arg-initialdims">initialDims<a class="anchor" aria-label="anchor" href="#arg-initialdims"></a></dt>
 <dd><p>Number of dimensions from PCA to use as input in tSNE.
 Default <code>25</code>.</p></dd>
 
 
-<dt>theta</dt>
+<dt id="arg-theta">theta<a class="anchor" aria-label="anchor" href="#arg-theta"></a></dt>
 <dd><p>Numeric value for speed/accuracy trade-off (increase for less
 accuracy), set to <code>0.0</code> for exact TSNE. Default <code>0.5</code>.</p></dd>
 
 
-<dt>perplexity</dt>
+<dt id="arg-perplexity">perplexity<a class="anchor" aria-label="anchor" href="#arg-perplexity"></a></dt>
 <dd><p>perplexity parameter. Should not be bigger than
 <code>3 * perplexity &lt; ncol(inSCE) - 1</code>. Default <code>30</code>. See
 <code><a href="https://rdrr.io/pkg/Rtsne/man/Rtsne.html" class="external-link">Rtsne</a></code> details for interpretation.</p></dd>
 
 
-<dt>nIterations</dt>
+<dt id="arg-niterations">nIterations<a class="anchor" aria-label="anchor" href="#arg-niterations"></a></dt>
 <dd><p>maximum iterations. Default <code>1000</code>.</p></dd>
 
 
-<dt>numThreads</dt>
+<dt id="arg-numthreads">numThreads<a class="anchor" aria-label="anchor" href="#arg-numthreads"></a></dt>
 <dd><p>Integer, number of threads to use using OpenMP, Default
 <code>1</code>. <code>0</code> corresponds to using all available cores.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>Random seed for reproducibility of tSNE results.
 Default <code>NULL</code> will use global seed in use by the R environment.</p></dd>
 
 
-<dt>...</dt>
+<dt id="arg--">...<a class="anchor" aria-label="anchor" href="#arg--"></a></dt>
 <dd><p>Other parameters to be passed to <code>runTSNE</code></p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A SingleCellExperiment object with tSNE computation
+    <p>A SingleCellExperiment object with tSNE computation
 updated in <code>reducedDim(inSCE, reducedDimName)</code>.</p>
     </div>
 
@@ -382,8 +382,8 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="co"># Run from raw counts</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runQuickTSNE</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:41 2024 ... Computing Rtsne.</span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:38 2025 ... Computing Rtsne.</span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="co"># Run from PCA</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="scaterlogNormCounts.html">scaterlogNormCounts</a></span><span class="op">(</span><span class="va">sce</span>, <span class="st">"logcounts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runModelGeneVar.html">runModelGeneVar</a></span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
@@ -392,7 +392,7 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="scaterPCA.html">scaterPCA</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"logcounts"</span>,</span></span>
 <span class="r-in"><span>                 useFeatureSubset <span class="op">=</span> <span class="st">"HVG_modelGeneVar2000"</span>, scale <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runTSNE</span><span class="op">(</span><span class="va">sce</span>, useReducedDim <span class="op">=</span> <span class="st">"PCA"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -407,15 +407,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
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diff --git a/docs/reference/runUMAP.html b/docs/reference/runUMAP.html
index 71647f061..d3b20ba04 100644
--- a/docs/reference/runUMAP.html
+++ b/docs/reference/runUMAP.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Run UMAP embedding with scater method — runUMAP • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Run UMAP embedding with scater method — runUMAP"><meta property="og:description" content="Uniform Manifold Approximation and Projection (UMAP) algorithm
-is commonly for 2D visualization of single-cell data. These functions wrap 
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Run UMAP embedding with scater method — runUMAP • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Run UMAP embedding with scater method — runUMAP"><meta property="og:description" content="Uniform Manifold Approximation and Projection (UMAP) algorithm
+is commonly for 2D visualization of single-cell data. These functions wrap
 the scater calculateUMAP function.
 Users can use runQuickUMAP to directly create UMAP embedding from raw
 count matrix, with necessary preprocessing including normalization, variable
-feature selection, scaling, dimension reduction all automated. Therefore, 
+feature selection, scaling, dimension reduction all automated. Therefore,
 useReducedDim is disabled for runQuickUMAP.
 In a complete analysis, we still recommend having dimension reduction such as
 PCA created beforehand and select proper numbers of dimensions for using
@@ -13,7 +13,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -27,7 +27,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -35,7 +35,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -44,7 +44,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -69,7 +69,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -190,20 +190,20 @@
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   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
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+
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 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -215,11 +215,11 @@ <h1>Run UMAP embedding with scater method</h1>
 
     <div class="ref-description">
     <p>Uniform Manifold Approximation and Projection (UMAP) algorithm
-is commonly for 2D visualization of single-cell data. These functions wrap 
+is commonly for 2D visualization of single-cell data. These functions wrap
 the scater <code><a href="https://rdrr.io/pkg/scater/man/runUMAP.html" class="external-link">calculateUMAP</a></code> function.</p>
 <p>Users can use <code>runQuickUMAP</code> to directly create UMAP embedding from raw
 count matrix, with necessary preprocessing including normalization, variable
-feature selection, scaling, dimension reduction all automated. Therefore, 
+feature selection, scaling, dimension reduction all automated. Therefore,
 <code>useReducedDim</code> is disabled for <code>runQuickUMAP</code>.</p>
 <p>In a complete analysis, we still recommend having dimension reduction such as
 PCA created beforehand and select proper numbers of dimensions for using
@@ -278,91 +278,93 @@ <h1>Run UMAP embedding with scater method</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>useReducedDim</dt>
+<dt id="arg-usereduceddim">useReducedDim<a class="anchor" aria-label="anchor" href="#arg-usereduceddim"></a></dt>
 <dd><p>The low dimension representation to use for UMAP
 computation. If <code>useAltExp</code> is specified, <code>useReducedDim</code> has to
 exist in <code>reducedDims(altExp(inSCE, useAltExp))</code>. Default <code>"PCA"</code>.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Assay to use for UMAP computation. If <code>useAltExp</code> is
 specified, <code>useAssay</code> has to exist in
 <code>assays(altExp(inSCE, useAltExp))</code>. Ignored when using
 <code>useReducedDim</code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>useAltExp</dt>
+<dt id="arg-usealtexp">useAltExp<a class="anchor" aria-label="anchor" href="#arg-usealtexp"></a></dt>
 <dd><p>The subset to use for UMAP computation, usually for the
 selected variable features. Default <code>NULL</code>.</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>Character vector. Indicates which sample each cell belongs to.
 If given a single character, will take the annotation from <code>colData</code>.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>A name to store the results of the UMAP embedding
 coordinates obtained from this method. Default <code>"UMAP"</code>.</p></dd>
 
 
-<dt>logNorm</dt>
+<dt id="arg-lognorm">logNorm<a class="anchor" aria-label="anchor" href="#arg-lognorm"></a></dt>
 <dd><p>Whether the counts will need to be log-normalized prior to
 generating the UMAP via <code><a href="scaterlogNormCounts.html">scaterlogNormCounts</a></code>. Ignored when using
 <code>useReducedDim</code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>useFeatureSubset</dt>
+<dt id="arg-usefeaturesubset">useFeatureSubset<a class="anchor" aria-label="anchor" href="#arg-usefeaturesubset"></a></dt>
 <dd><p>Subset of feature to use for dimension reduction. A
 character string indicating a <code>rowData</code> variable that stores the logical
 vector of HVG selection, or a vector that can subset the rows of
 <code>inSCE</code>. Default <code>NULL</code>.</p></dd>
 
 
-<dt>nTop</dt>
+<dt id="arg-ntop">nTop<a class="anchor" aria-label="anchor" href="#arg-ntop"></a></dt>
 <dd><p>Automatically detect this number of variable features to use for
 dimension reduction. Ignored when using <code>useReducedDim</code> or using
 <code>useFeatureSubset</code>. Default <code>2000</code>.</p></dd>
 
 
-<dt>scale</dt>
+<dt id="arg-scale">scale<a class="anchor" aria-label="anchor" href="#arg-scale"></a></dt>
 <dd><p>Whether <code>useAssay</code> matrix will need to be standardized.
 Default <code>TRUE</code>.</p></dd>
 
 
-<dt>pca</dt>
+<dt id="arg-pca">pca<a class="anchor" aria-label="anchor" href="#arg-pca"></a></dt>
 <dd><p>Logical. Whether to perform dimension reduction with PCA before
 UMAP. Ignored when using <code>useReducedDim</code>. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>initialDims</dt>
+<dt id="arg-initialdims">initialDims<a class="anchor" aria-label="anchor" href="#arg-initialdims"></a></dt>
 <dd><p>Number of dimensions from PCA to use as input in UMAP.
 Default <code>10</code>.</p></dd>
 
 
-<dt>nNeighbors</dt>
+<dt id="arg-nneighbors">nNeighbors<a class="anchor" aria-label="anchor" href="#arg-nneighbors"></a></dt>
 <dd><p>The size of local neighborhood used for manifold
 approximation. Larger values result in more global views of the manifold,
 while smaller values result in more local data being preserved. Default
 <code>30</code>. See <code><a href="https://rdrr.io/pkg/scater/man/runUMAP.html" class="external-link">calculateUMAP</a></code> for more information.</p></dd>
 
 
-<dt>nIterations</dt>
+<dt id="arg-niterations">nIterations<a class="anchor" aria-label="anchor" href="#arg-niterations"></a></dt>
 <dd><p>The number of iterations performed during layout
 optimization. Default is <code>200</code>.</p></dd>
 
 
-<dt>alpha</dt>
+<dt id="arg-alpha">alpha<a class="anchor" aria-label="anchor" href="#arg-alpha"></a></dt>
 <dd><p>The initial value of "learning rate" of layout optimization.
 Default is <code>1</code>.</p></dd>
 
 
-<dt>minDist</dt>
+<dt id="arg-mindist">minDist<a class="anchor" aria-label="anchor" href="#arg-mindist"></a></dt>
 <dd><p>The effective minimum distance between embedded points.
 Smaller values will result in a more clustered/clumped embedding where nearby
 points on the manifold are drawn closer together, while larger values will
@@ -370,36 +372,34 @@ <h2>Arguments</h2>
 <code><a href="https://rdrr.io/pkg/scater/man/runUMAP.html" class="external-link">calculateUMAP</a></code> for more information.</p></dd>
 
 
-<dt>spread</dt>
+<dt id="arg-spread">spread<a class="anchor" aria-label="anchor" href="#arg-spread"></a></dt>
 <dd><p>The effective scale of embedded points. In combination with
 <code>minDist</code>, this determines how clustered/clumped the embedded points
 are. Default <code>1</code>. See <code><a href="https://rdrr.io/pkg/scater/man/runUMAP.html" class="external-link">calculateUMAP</a></code> for more
 information.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>Random seed for reproducibility of UMAP results.
 Default <code>NULL</code> will use global seed in use by the R environment.</p></dd>
 
 
-<dt>verbose</dt>
+<dt id="arg-verbose">verbose<a class="anchor" aria-label="anchor" href="#arg-verbose"></a></dt>
 <dd><p>Logical. Whether to print log messages. Default <code>TRUE</code>.</p></dd>
 
 
-<dt>BPPARAM</dt>
+<dt id="arg-bpparam">BPPARAM<a class="anchor" aria-label="anchor" href="#arg-bpparam"></a></dt>
 <dd><p>A BiocParallelParam object specifying whether
 the PCA should be parallelized.</p></dd>
 
 
-<dt>...</dt>
+<dt id="arg--">...<a class="anchor" aria-label="anchor" href="#arg--"></a></dt>
 <dd><p>Parameters passed to <code>runUMAP</code></p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A SingleCellExperiment object with UMAP computation
+    <p>A SingleCellExperiment object with UMAP computation
 updated in <code>reducedDim(inSCE, reducedDimName)</code>.</p>
     </div>
 
@@ -409,7 +409,7 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="subsetSCECols.html">subsetSCECols</a></span><span class="op">(</span><span class="va">sce</span>, colData <span class="op">=</span> <span class="st">"type != 'EmptyDroplet'"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="co"># Run from raw counts</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runQuickUMAP</span><span class="op">(</span><span class="va">sce</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:42 2024 ... Computing Scater UMAP for sample 'pbmc_4k'.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:39 2025 ... Computing Scater UMAP for sample 'pbmc_4k'.</span>
 <span class="r-in"><span><span class="fu"><a href="plotDimRed.html">plotDimRed</a></span><span class="op">(</span><span class="va">sce</span>, <span class="st">"UMAP"</span><span class="op">)</span></span></span>
 <span class="r-plt img"><img src="runUMAP-1.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span></span></span>
@@ -427,15 +427,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runVAM.html b/docs/reference/runVAM.html
index 110a0e6b9..4f61e4934 100644
--- a/docs/reference/runVAM.html
+++ b/docs/reference/runVAM.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Run VAM to score gene sets in single cell data — runVAM • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Run VAM to score gene sets in single cell data — runVAM"><meta property="og:description" content="Wrapper for the Variance-adjusted Mahalanobis (VAM), which is a
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Run VAM to score gene sets in single cell data — runVAM • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Run VAM to score gene sets in single cell data — runVAM"><meta property="og:description" content="Wrapper for the Variance-adjusted Mahalanobis (VAM), which is a
 fast and accurate method for cell-specific gene set scoring of single cell
 data. This algorithm computes distance statistics and one-sided p-values for
 all cells in the specified single cell gene expression matrix. Gene sets
@@ -8,7 +8,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -22,7 +22,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -30,7 +30,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -39,7 +39,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -64,7 +64,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -185,20 +185,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -230,21 +230,23 @@ <h1>Run VAM to score gene sets in single cell data</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>geneSetCollectionName</dt>
+<dt id="arg-genesetcollectionname">geneSetCollectionName<a class="anchor" aria-label="anchor" href="#arg-genesetcollectionname"></a></dt>
 <dd><p>Character. The name of the gene set collection
 to use. Default <code>"H"</code>.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Character. The name of the assay to use. This assay should
 contain log normalized counts. Default <code>"logcounts"</code>.</p></dd>
 
 
-<dt>resultNamePrefix</dt>
+<dt id="arg-resultnameprefix">resultNamePrefix<a class="anchor" aria-label="anchor" href="#arg-resultnameprefix"></a></dt>
 <dd><p>Character. Prefix to the name the VAM results which
 will be stored in the reducedDim slot of <code>inSCE</code>. The names of the
 output matrices will be <code>resultNamePrefix_Distance</code> and
@@ -252,12 +254,12 @@ <h2>Arguments</h2>
 <code>"VAM_geneSetCollectionName_"</code> will be used. Default <code>NULL</code>.</p></dd>
 
 
-<dt>center</dt>
+<dt id="arg-center">center<a class="anchor" aria-label="anchor" href="#arg-center"></a></dt>
 <dd><p>Boolean. If <code>TRUE</code>, values will be mean centered when
 computing the Mahalanobis statistic. Default <code>FALSE</code>.</p></dd>
 
 
-<dt>gamma</dt>
+<dt id="arg-gamma">gamma<a class="anchor" aria-label="anchor" href="#arg-gamma"></a></dt>
 <dd><p>Boolean. If <code>TRUE</code>, a gamma distribution will be fit to
 the non-zero squared Mahalanobis distances computed from a row-permuted
 version of the gene expression matrix. The estimated gamma distribution will
@@ -269,9 +271,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A SingleCellExperiment object with VAM metrics stored
+    <p>A SingleCellExperiment object with VAM metrics stored
 in <code>reducedDim</code> as <code>VAM_NameOfTheGeneset_Distance</code> and
 <code>VAM_NameOfTheGeneset_CDF</code>.</p>
     </div>
@@ -301,7 +301,7 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">runVAM</span><span class="op">(</span>inSCE <span class="op">=</span> <span class="va">sce</span>,</span></span>
 <span class="r-in"><span>              geneSetCollectionName <span class="op">=</span> <span class="st">"GeneSetCollection"</span>,</span></span>
 <span class="r-in"><span>              useAssay <span class="op">=</span> <span class="st">"logcounts"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:47 2024 ... Running VAM</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:45 2025 ... Running VAM</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> gene.weights not specified, defaulting all weights to 1</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Computing VAM distances for 2 gene sets, 195 cells and 200 genes.</span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Min set size: 10, median size: 10</span>
@@ -319,15 +319,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/runZINBWaVE.html b/docs/reference/runZINBWaVE.html
index e5d3f2643..829c6aaef 100644
--- a/docs/reference/runZINBWaVE.html
+++ b/docs/reference/runZINBWaVE.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Apply ZINBWaVE Batch effect correction method to SingleCellExperiment object — runZINBWaVE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Apply ZINBWaVE Batch effect correction method to SingleCellExperiment object — runZINBWaVE"><meta property="og:description" content="A general and flexible zero-inflated negative binomial model that can be
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Apply ZINBWaVE Batch effect correction method to SingleCellExperiment object — runZINBWaVE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Apply ZINBWaVE Batch effect correction method to SingleCellExperiment object — runZINBWaVE"><meta property="og:description" content="A general and flexible zero-inflated negative binomial model that can be
 used to provide a low-dimensional representations of scRNAseq data. The
 model accounts for zero inflation (dropouts), over-dispersion, and the count
 nature of the data. The model also accounts for the difference in library
@@ -7,7 +7,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -21,7 +21,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -29,7 +29,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -38,7 +38,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -63,7 +63,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -184,20 +184,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -231,59 +231,59 @@ <h1>Apply ZINBWaVE Batch effect correction method to SingleCellExperiment object
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A single character indicating the name of the assay requiring
 batch correction. Note that ZINBWaVE works for counts (integer) input rather
 than logcounts that other methods prefer. Default <code>"counts"</code>.</p></dd>
 
 
-<dt>batch</dt>
+<dt id="arg-batch">batch<a class="anchor" aria-label="anchor" href="#arg-batch"></a></dt>
 <dd><p>A single character indicating a field in
 <code>colData</code> that annotates the batches.
 Default <code>"batch"</code>.</p></dd>
 
 
-<dt>nHVG</dt>
+<dt id="arg-nhvg">nHVG<a class="anchor" aria-label="anchor" href="#arg-nhvg"></a></dt>
 <dd><p>An integer. Number of highly variable genes to use when fitting
 the model. Default <code>1000L</code>.</p></dd>
 
 
-<dt>nComponents</dt>
+<dt id="arg-ncomponents">nComponents<a class="anchor" aria-label="anchor" href="#arg-ncomponents"></a></dt>
 <dd><p>An integer. The number of principle components or
 dimensionality to generate in the resulting matrix. Default <code>50L</code>.</p></dd>
 
 
-<dt>epsilon</dt>
+<dt id="arg-epsilon">epsilon<a class="anchor" aria-label="anchor" href="#arg-epsilon"></a></dt>
 <dd><p>An integer. Algorithmic parameter. Empirically, a high epsilon
 is often required to obtained a good low-level representation. Default
 <code>1000L</code>.</p></dd>
 
 
-<dt>nIter</dt>
+<dt id="arg-niter">nIter<a class="anchor" aria-label="anchor" href="#arg-niter"></a></dt>
 <dd><p>An integer, The max number of iterations to perform. Default
 <code>10L</code>.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>A single character. The name for the corrected
 low-dimensional representation. Will be saved to <code>reducedDim(inSCE)</code>.
 Default <code>"zinbwave"</code>.</p></dd>
 
 
-<dt>BPPARAM</dt>
+<dt id="arg-bpparam">BPPARAM<a class="anchor" aria-label="anchor" href="#arg-bpparam"></a></dt>
 <dd><p>A BiocParallelParam object specifying whether
 should be parallelized. Default <code><a href="https://rdrr.io/pkg/BiocParallel/man/SerialParam-class.html" class="external-link">BiocParallel::SerialParam()</a></code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input SingleCellExperiment object with
+    <p>The input SingleCellExperiment object with
 <code>reducedDim(inSCE, reducedDimName)</code> updated.</p>
     </div>
     <div id="references">
@@ -294,9 +294,9 @@ <h2>References</h2>
     <div id="ref-examples">
     <h2>Examples</h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">'sceBatches'</span>, package <span class="op">=</span> <span class="st">'singleCellTK'</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span>    <span class="va">sceCorr</span> <span class="op">&lt;-</span> <span class="fu">runZINBWaVE</span><span class="op">(</span><span class="va">sceBatches</span>, nIter <span class="op">=</span> <span class="fl">5</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -311,15 +311,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/sampleSummaryStats.html b/docs/reference/sampleSummaryStats.html
index 85955b6d3..4f5552052 100644
--- a/docs/reference/sampleSummaryStats.html
+++ b/docs/reference/sampleSummaryStats.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generate table of SCTK QC outputs. — sampleSummaryStats • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generate table of SCTK QC outputs. — sampleSummaryStats"><meta property="og:description" content="Creates a table of QC metrics generated from
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generate table of SCTK QC outputs. — sampleSummaryStats • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generate table of SCTK QC outputs. — sampleSummaryStats"><meta property="og:description" content="Creates a table of QC metrics generated from
  QC algorithms, which is stored within the metadata slot of the
  input SingleCellExperiment object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -223,36 +223,36 @@ <h1>Generate table of SCTK QC outputs.</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 assay data and/or colData data. Required.</p></dd>
 
 
-<dt>sample</dt>
+<dt id="arg-sample">sample<a class="anchor" aria-label="anchor" href="#arg-sample"></a></dt>
 <dd><p>Character vector. Indicates which sample each cell belongs to.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>A string specifying which assay in the SCE to use. Default
 'counts'.</p></dd>
 
 
-<dt>simple</dt>
+<dt id="arg-simple">simple<a class="anchor" aria-label="anchor" href="#arg-simple"></a></dt>
 <dd><p>Boolean. Indicates whether to generate a table of only
 basic QC stats (ex. library size), or to generate a summary table of all
 QC stats stored in the inSCE.</p></dd>
 
 
-<dt>statsName</dt>
+<dt id="arg-statsname">statsName<a class="anchor" aria-label="anchor" href="#arg-statsname"></a></dt>
 <dd><p>Character. The name of the slot that will store the
 QC stat table. Default "qc_table".</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A SingleCellExperiment object with a summary table for QC statistics
+    <p>A SingleCellExperiment object with a summary table for QC statistics
 in the `sample_summary` slot of metadata.</p>
     </div>
 
@@ -282,15 +282,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/scaterCPM.html b/docs/reference/scaterCPM.html
index 533927626..009151f90 100644
--- a/docs/reference/scaterCPM.html
+++ b/docs/reference/scaterCPM.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>scaterCPM
-Uses CPM from scater library to compute counts-per-million. — scaterCPM • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="scaterCPM
-Uses CPM from scater library to compute counts-per-million. — scaterCPM"><meta property="og:description" content="scaterCPM
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>scaterCPM Uses CPM from scater library to compute counts-per-million. — scaterCPM • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="scaterCPM Uses CPM from scater library to compute counts-per-million. — scaterCPM"><meta property="og:description" content="scaterCPM
 Uses CPM from scater library to compute counts-per-million."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>scaterCPM
-Uses CPM from scater library to compute counts-per-million.</h1>
+    <h1>scaterCPM Uses CPM from scater library to compute counts-per-million.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/scater_CPM.R" class="external-link"><code>R/scater_CPM.R</code></a></small>
     <div class="hidden name"><code>scaterCPM.Rd</code></div>
     </div>
@@ -218,23 +215,23 @@ <h1>scaterCPM
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object</p></dd>
 
 
-<dt>assayName</dt>
+<dt id="arg-assayname">assayName<a class="anchor" aria-label="anchor" href="#arg-assayname"></a></dt>
 <dd><p>New assay name for cpm data.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Input assay</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>inSCE Updated SingleCellExperiment object</p>
+    <p>inSCE Updated SingleCellExperiment object</p>
     </div>
     <div id="author">
     <h2>Author</h2>
@@ -259,15 +256,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/scaterPCA.html b/docs/reference/scaterPCA.html
index 0bbe38a03..391833ea1 100644
--- a/docs/reference/scaterPCA.html
+++ b/docs/reference/scaterPCA.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Perform scater PCA on a SingleCellExperiment Object — scaterPCA • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Perform scater PCA on a SingleCellExperiment Object — scaterPCA"><meta property="og:description" content="A wrapper to runPCA function to compute principal
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Perform scater PCA on a SingleCellExperiment Object — scaterPCA • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Perform scater PCA on a SingleCellExperiment Object — scaterPCA"><meta property="og:description" content="A wrapper to runPCA function to compute principal
 component analysis (PCA) from a given SingleCellExperiment
 object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -228,64 +228,64 @@ <h1>Perform scater PCA on a SingleCellExperiment Object</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Assay to use for PCA computation. If <code>useAltExp</code> is
 specified, <code>useAssay</code> has to exist in
 <code>assays(altExp(inSCE, useAltExp))</code>. Default <code>"logcounts"</code></p></dd>
 
 
-<dt>useFeatureSubset</dt>
+<dt id="arg-usefeaturesubset">useFeatureSubset<a class="anchor" aria-label="anchor" href="#arg-usefeaturesubset"></a></dt>
 <dd><p>Subset of feature to use for dimension reduction. A
 character string indicating a <code>rowData</code> variable that stores the logical
 vector of HVG selection, or a vector that can subset the rows of
 <code>inSCE</code>. Default <code>"hvg2000"</code>.</p></dd>
 
 
-<dt>scale</dt>
+<dt id="arg-scale">scale<a class="anchor" aria-label="anchor" href="#arg-scale"></a></dt>
 <dd><p>Logical scalar, whether to standardize the expression values.
 Default <code>TRUE</code>.</p></dd>
 
 
-<dt>reducedDimName</dt>
+<dt id="arg-reduceddimname">reducedDimName<a class="anchor" aria-label="anchor" href="#arg-reduceddimname"></a></dt>
 <dd><p>Name to use for the reduced output assay. Default
 <code>"PCA"</code>.</p></dd>
 
 
-<dt>nComponents</dt>
+<dt id="arg-ncomponents">nComponents<a class="anchor" aria-label="anchor" href="#arg-ncomponents"></a></dt>
 <dd><p>Number of principal components to obtain from the PCA
 computation. Default <code>50</code>.</p></dd>
 
 
-<dt>ntop</dt>
+<dt id="arg-ntop">ntop<a class="anchor" aria-label="anchor" href="#arg-ntop"></a></dt>
 <dd><p>Automatically detect this number of variable features to use for
 dimension reduction. Ignored when using <code>useReducedDim</code> or using
 <code>useFeatureSubset</code>. Default <code>2000</code>.</p></dd>
 
 
-<dt>useAltExp</dt>
+<dt id="arg-usealtexp">useAltExp<a class="anchor" aria-label="anchor" href="#arg-usealtexp"></a></dt>
 <dd><p>The subset to use for PCA computation, usually for the
 selected.variable features. Default <code>NULL</code>.</p></dd>
 
 
-<dt>seed</dt>
+<dt id="arg-seed">seed<a class="anchor" aria-label="anchor" href="#arg-seed"></a></dt>
 <dd><p>Integer, random seed for reproducibility of PCA results.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>BPPARAM</dt>
+<dt id="arg-bpparam">BPPARAM<a class="anchor" aria-label="anchor" href="#arg-bpparam"></a></dt>
 <dd><p>A BiocParallelParam object specifying whether
 the PCA should be parallelized.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A SingleCellExperiment object with PCA computation
+    <p>A SingleCellExperiment object with PCA computation
 updated in <code>reducedDim(inSCE, reducedDimName)</code>.</p>
     </div>
 
@@ -302,15 +302,15 @@ <h2>Examples</h2>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="runModelGeneVar.html">runModelGeneVar</a></span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"logcounts"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu"><a href="getTopHVG.html">setTopHVG</a></span><span class="op">(</span><span class="va">sce</span>, method <span class="op">=</span> <span class="st">"modelGeneVar"</span>, hvgNumber <span class="op">=</span> <span class="fl">100</span>,</span></span>
 <span class="r-in"><span>                 featureSubsetName <span class="op">=</span> <span class="st">"hvf"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:49 2024 ... Feature subset variable 'hvf' created.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:47 2025 ... Feature subset variable 'hvf' created.</span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">scaterPCA</span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"logcounts"</span>, scale <span class="op">=</span> <span class="cn">TRUE</span>,</span></span>
 <span class="r-in"><span>                 useFeatureSubset <span class="op">=</span> <span class="st">"hvf"</span>, nComponents <span class="op">=</span> <span class="fl">5</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:49 2024 ... Computing Scater PCA.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:47 2025 ... Computing Scater PCA.</span>
 <span class="r-in"><span>                 </span></span>
 <span class="r-in"><span><span class="co"># Alternatively, let the scater PCA function select the top variable genes</span></span></span>
 <span class="r-in"><span><span class="va">sce</span> <span class="op">&lt;-</span> <span class="fu">scaterPCA</span><span class="op">(</span><span class="va">sce</span>, useAssay <span class="op">=</span> <span class="st">"logcounts"</span>, scale <span class="op">=</span> <span class="cn">TRUE</span>,</span></span>
 <span class="r-in"><span>                 useFeatureSubset <span class="op">=</span> <span class="cn">NULL</span>, ntop <span class="op">=</span> <span class="fl">100</span>, nComponents <span class="op">=</span> <span class="fl">5</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Fri May  3 07:19:49 2024 ... Computing Scater PCA.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Thu Feb 13 10:33:47 2025 ... Computing Scater PCA.</span>
 </code></pre></div>
     </div>
   </div>
@@ -325,15 +325,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/scaterlogNormCounts.html b/docs/reference/scaterlogNormCounts.html
index d894b43ce..8e4e8dc64 100644
--- a/docs/reference/scaterlogNormCounts.html
+++ b/docs/reference/scaterlogNormCounts.html
@@ -1,12 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>scaterlogNormCounts
-Uses logNormCounts to log normalize input data — scaterlogNormCounts • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="scaterlogNormCounts
-Uses logNormCounts to log normalize input data — scaterlogNormCounts"><meta property="og:description" content="scaterlogNormCounts
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>scaterlogNormCounts Uses logNormCounts to log normalize input data — scaterlogNormCounts • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="scaterlogNormCounts Uses logNormCounts to log normalize input data — scaterlogNormCounts"><meta property="og:description" content="scaterlogNormCounts
 Uses logNormCounts to log normalize input data"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,26 +181,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>scaterlogNormCounts
-Uses logNormCounts to log normalize input data</h1>
+    <h1>scaterlogNormCounts Uses logNormCounts to log normalize input data</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/scater_logNormCounts.R" class="external-link"><code>R/scater_logNormCounts.R</code></a></small>
     <div class="hidden name"><code>scaterlogNormCounts.Rd</code></div>
     </div>
@@ -222,23 +219,23 @@ <h1>scaterlogNormCounts
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object</p></dd>
 
 
-<dt>assayName</dt>
+<dt id="arg-assayname">assayName<a class="anchor" aria-label="anchor" href="#arg-assayname"></a></dt>
 <dd><p>New assay name for log normalized data</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Input assay</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>inSCE Updated SingleCellExperiment object that contains the new log normalized data</p>
+    <p>inSCE Updated SingleCellExperiment object that contains the new log normalized data</p>
     </div>
     <div id="author">
     <h2>Author</h2>
@@ -263,15 +260,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/sce.html b/docs/reference/sce.html
index 4d5d280df..c4e5f21d6 100644
--- a/docs/reference/sce.html
+++ b/docs/reference/sce.html
@@ -1,7 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Example Single Cell RNA-Seq data in SingleCellExperiment Object,
-subset of 10x public dataset — sce • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Example Single Cell RNA-Seq data in SingleCellExperiment Object,
-subset of 10x public dataset — sce"><meta property="og:description" content="https://support.10xgenomics.com/single-cell-gene-expression/datasets/2.1.0/pbmc4k
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Example Single Cell RNA-Seq data in SingleCellExperiment Object, subset of 10x public dataset — sce • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Example Single Cell RNA-Seq data in SingleCellExperiment Object, subset of 10x public dataset — sce"><meta property="og:description" content="https://support.10xgenomics.com/single-cell-gene-expression/datasets/2.1.0/pbmc4k
 A subset of 390 barcodes and top 200 genes were included in this example.
 Within 390 barcodes, 195 barcodes are empty droplet, 150 barcodes are cell
 barcode and 45 barcodes are doublets predicted by scrublet and doubletFinder
@@ -11,7 +9,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -25,7 +23,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -33,7 +31,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -42,7 +40,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -67,7 +65,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -188,26 +186,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Example Single Cell RNA-Seq data in SingleCellExperiment Object,
-subset of 10x public dataset</h1>
+    <h1>Example Single Cell RNA-Seq data in SingleCellExperiment Object, subset of 10x public dataset</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/data.R" class="external-link"><code>R/data.R</code></a></small>
     <div class="hidden name"><code>sce.Rd</code></div>
     </div>
@@ -232,9 +229,7 @@ <h2>Format</h2>
     </div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Example Single Cell RNA-Seq data in SingleCellExperiment Object,
+    <p>Example Single Cell RNA-Seq data in SingleCellExperiment Object,
 subset of 10x public dataset</p>
     </div>
 
@@ -255,15 +250,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/sceBatches.html b/docs/reference/sceBatches.html
index ed2275239..0378025f3 100644
--- a/docs/reference/sceBatches.html
+++ b/docs/reference/sceBatches.html
@@ -1,7 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Example Single Cell RNA-Seq data in SingleCellExperiment object, with
-different batches annotated — sceBatches • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Example Single Cell RNA-Seq data in SingleCellExperiment object, with
-different batches annotated — sceBatches"><meta property="og:description" content="Two batches of pancreas scRNAseq dataset are combined with their original
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Example Single Cell RNA-Seq data in SingleCellExperiment object, with different batches annotated — sceBatches • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Example Single Cell RNA-Seq data in SingleCellExperiment object, with different batches annotated — sceBatches"><meta property="og:description" content="Two batches of pancreas scRNAseq dataset are combined with their original
 counts. Cell types and batches are annotated in `colData(sceBatches)`.
 Two batches came from Wang, et al., 2016, annotated as `'w'`; and Xin, et
 al., 2016, annotated as `'x'`. Two common cell types, `'alpha'` and
@@ -10,7 +8,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -24,7 +22,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -32,7 +30,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -41,7 +39,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -66,7 +64,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -187,26 +185,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Example Single Cell RNA-Seq data in SingleCellExperiment object, with
-different batches annotated</h1>
+    <h1>Example Single Cell RNA-Seq data in SingleCellExperiment object, with different batches annotated</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/data.R" class="external-link"><code>R/data.R</code></a></small>
     <div class="hidden name"><code>sceBatches.Rd</code></div>
     </div>
@@ -230,9 +227,7 @@ <h2>Format</h2>
     </div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Example Single Cell RNA-Seq data in SingleCellExperiment object, with
+    <p>Example Single Cell RNA-Seq data in SingleCellExperiment object, with
 different batches annotated</p>
     </div>
 
@@ -248,15 +243,15 @@ <h2>Value</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/sctkListGeneSetCollections.html b/docs/reference/sctkListGeneSetCollections.html
index a38309c42..b974fe218 100644
--- a/docs/reference/sctkListGeneSetCollections.html
+++ b/docs/reference/sctkListGeneSetCollections.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Lists imported GeneSetCollections — sctkListGeneSetCollections • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Lists imported GeneSetCollections — sctkListGeneSetCollections"><meta property="og:description" content="Returns a vector of GeneSetCollections that have been
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Lists imported GeneSetCollections — sctkListGeneSetCollections • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Lists imported GeneSetCollections — sctkListGeneSetCollections"><meta property="og:description" content="Returns a vector of GeneSetCollections that have been
 imported and stored in metadata(inSCE)$sctk$genesets."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -215,15 +215,15 @@ <h1>Lists imported GeneSetCollections</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>Character vector.</p>
+    <p>Character vector.</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
@@ -269,15 +269,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/sctkPythonInstallConda.html b/docs/reference/sctkPythonInstallConda.html
index 657055d73..e9cb68a49 100644
--- a/docs/reference/sctkPythonInstallConda.html
+++ b/docs/reference/sctkPythonInstallConda.html
@@ -1,12 +1,12 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Installs Python packages into a Conda environment — sctkPythonInstallConda • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Installs Python packages into a Conda environment — sctkPythonInstallConda"><meta property="og:description" content="Install all Python packages used in the singleCellTK package
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Installs Python packages into a Conda environment — sctkPythonInstallConda • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Installs Python packages into a Conda environment — sctkPythonInstallConda"><meta property="og:description" content="Install all Python packages used in the singleCellTK package
 using conda_install from package reticulate. This
 will create a new Conda environment with the name envname if not already present.
 Note that Anaconda or Miniconda already need to be installed on the local system."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -20,7 +20,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -28,7 +28,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -37,7 +37,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -62,7 +62,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -183,20 +183,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -230,49 +230,49 @@ <h1>Installs Python packages into a Conda environment</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>envname</dt>
+
+
+<dl><dt id="arg-envname">envname<a class="anchor" aria-label="anchor" href="#arg-envname"></a></dt>
 <dd><p>Character. Name of the conda environment to create.</p></dd>
 
 
-<dt>conda</dt>
+<dt id="arg-conda">conda<a class="anchor" aria-label="anchor" href="#arg-conda"></a></dt>
 <dd><p>Character. Path to conda executable. Usue "auto" to find conda using the PATH and other conventional install locations. Default 'auto'.</p></dd>
 
 
-<dt>packages</dt>
+<dt id="arg-packages">packages<a class="anchor" aria-label="anchor" href="#arg-packages"></a></dt>
 <dd><p>Character Vector. List of packages to install from Conda.</p></dd>
 
 
-<dt>pipPackages</dt>
+<dt id="arg-pippackages">pipPackages<a class="anchor" aria-label="anchor" href="#arg-pippackages"></a></dt>
 <dd><p>Character Vector. List of packages to install into the Conda environment using 'pip'.</p></dd>
 
 
-<dt>selectConda</dt>
+<dt id="arg-selectconda">selectConda<a class="anchor" aria-label="anchor" href="#arg-selectconda"></a></dt>
 <dd><p>Boolean. Run <code><a href="selectSCTKConda.html">selectSCTKConda</a></code> after installing all packages to select the Conda environment. Default TRUE.</p></dd>
 
 
-<dt>forge</dt>
+<dt id="arg-forge">forge<a class="anchor" aria-label="anchor" href="#arg-forge"></a></dt>
 <dd><p>Boolean. Include the Conda Forge repository.</p></dd>
 
 
-<dt>pipIgnoreInstalled</dt>
+<dt id="arg-pipignoreinstalled">pipIgnoreInstalled<a class="anchor" aria-label="anchor" href="#arg-pipignoreinstalled"></a></dt>
 <dd><p>Boolean. Ignore installed versions when using pip. This is TRUE by default so that specific package versions can be installed even if they are downgrades.
 The FALSE option is useful for situations where you don't want a pip install to attempt an overwrite of a conda binary package (e.g. SciPy on Windows which is very difficult
 to install via pip due to compilation requirements).</p></dd>
 
 
-<dt>pythonVersion</dt>
+<dt id="arg-pythonversion">pythonVersion<a class="anchor" aria-label="anchor" href="#arg-pythonversion"></a></dt>
 <dd><p>Passed to <code>python_version</code> variable in <code>conda_install</code>. Default NULL.</p></dd>
 
 
-<dt>...</dt>
+<dt id="arg--">...<a class="anchor" aria-label="anchor" href="#arg--"></a></dt>
 <dd><p>Other parameters to pass to <code>conda_install</code>.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>None. Installation of Conda environment.</p>
+    <p>None. Installation of Conda environment.</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
@@ -286,9 +286,9 @@ <h2>See also</h2>
 
     <div id="ref-examples">
     <h2>Examples</h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="fu">sctkPythonInstallConda</span><span class="op">(</span>envname <span class="op">=</span> <span class="st">"sctk-reticulate"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -303,15 +303,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/sctkPythonInstallVirtualEnv.html b/docs/reference/sctkPythonInstallVirtualEnv.html
index 81a163ac6..69cd1face 100644
--- a/docs/reference/sctkPythonInstallVirtualEnv.html
+++ b/docs/reference/sctkPythonInstallVirtualEnv.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Installs Python packages into a virtual environment — sctkPythonInstallVirtualEnv • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Installs Python packages into a virtual environment — sctkPythonInstallVirtualEnv"><meta property="og:description" content="Install all Python packages used in the singleCellTK package
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Installs Python packages into a virtual environment — sctkPythonInstallVirtualEnv • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Installs Python packages into a virtual environment — sctkPythonInstallVirtualEnv"><meta property="og:description" content="Install all Python packages used in the singleCellTK package
 using virtualenv_install from package reticulate. This
 will create a new virtual environment with the name envname if not already present."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -223,27 +223,27 @@ <h1>Installs Python packages into a virtual environment</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>envname</dt>
+
+
+<dl><dt id="arg-envname">envname<a class="anchor" aria-label="anchor" href="#arg-envname"></a></dt>
 <dd><p>Character. Name of the virtual environment to create.</p></dd>
 
 
-<dt>packages</dt>
+<dt id="arg-packages">packages<a class="anchor" aria-label="anchor" href="#arg-packages"></a></dt>
 <dd><p>Character Vector. List of packages to install.</p></dd>
 
 
-<dt>selectEnvironment</dt>
+<dt id="arg-selectenvironment">selectEnvironment<a class="anchor" aria-label="anchor" href="#arg-selectenvironment"></a></dt>
 <dd><p>Boolean. Run <code><a href="selectSCTKVirtualEnvironment.html">selectSCTKVirtualEnvironment</a></code> after installing all packages to select the virtual environment. Default TRUE.</p></dd>
 
 
-<dt>python</dt>
+<dt id="arg-python">python<a class="anchor" aria-label="anchor" href="#arg-python"></a></dt>
 <dd><p>The path to a Python interpreter, to be used with the created virtual environment. When NULL, the Python interpreter associated with the current session will be used. Default NULL.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>None. Installation of virtual environment.</p>
+    <p>None. Installation of virtual environment.</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
@@ -256,9 +256,9 @@ <h2>See also</h2>
 
     <div id="ref-examples">
     <h2>Examples</h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="fu">sctkPythonInstallVirtualEnv</span><span class="op">(</span>envname <span class="op">=</span> <span class="st">"sctk-reticulate"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -273,15 +273,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/selectSCTKConda.html b/docs/reference/selectSCTKConda.html
index 6f9bccef0..3304dcad1 100644
--- a/docs/reference/selectSCTKConda.html
+++ b/docs/reference/selectSCTKConda.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Selects a Conda environment — selectSCTKConda • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Selects a Conda environment — selectSCTKConda"><meta property="og:description" content="Selects a Conda environment with Python packages used in singleCellTK."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Selects a Conda environment — selectSCTKConda • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Selects a Conda environment — selectSCTKConda"><meta property="og:description" content="Selects a Conda environment with Python packages used in singleCellTK."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -213,15 +213,15 @@ <h1>Selects a Conda environment</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>envname</dt>
+
+
+<dl><dt id="arg-envname">envname<a class="anchor" aria-label="anchor" href="#arg-envname"></a></dt>
 <dd><p>Character. Name of the conda environment to activate.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>None. Selects Conda environment.</p>
+    <p>None. Selects Conda environment.</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
@@ -235,10 +235,10 @@ <h2>See also</h2>
 
     <div id="ref-examples">
     <h2>Examples</h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="fu"><a href="sctkPythonInstallConda.html">sctkPythonInstallConda</a></span><span class="op">(</span>envname <span class="op">=</span> <span class="st">"sctk-reticulate"</span>, selectConda <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">selectSCTKConda</span><span class="op">(</span>envname <span class="op">=</span> <span class="st">"sctk-reticulate"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -253,15 +253,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/selectSCTKVirtualEnvironment.html b/docs/reference/selectSCTKVirtualEnvironment.html
index 9138935e3..f6acc9117 100644
--- a/docs/reference/selectSCTKVirtualEnvironment.html
+++ b/docs/reference/selectSCTKVirtualEnvironment.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Selects a virtual environment — selectSCTKVirtualEnvironment • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Selects a virtual environment — selectSCTKVirtualEnvironment"><meta property="og:description" content="Selects a virtual environment with Python packages used in singleCellTK"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Selects a virtual environment — selectSCTKVirtualEnvironment • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Selects a virtual environment — selectSCTKVirtualEnvironment"><meta property="og:description" content="Selects a virtual environment with Python packages used in singleCellTK"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -213,15 +213,15 @@ <h1>Selects a virtual environment</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>envname</dt>
+
+
+<dl><dt id="arg-envname">envname<a class="anchor" aria-label="anchor" href="#arg-envname"></a></dt>
 <dd><p>Character. Name of the virtual environment to activate.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>None. Selects virtual environment.</p>
+    <p>None. Selects virtual environment.</p>
     </div>
     <div id="see-also">
     <h2>See also</h2>
@@ -232,10 +232,10 @@ <h2>See also</h2>
 
     <div id="ref-examples">
     <h2>Examples</h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="fu"><a href="sctkPythonInstallVirtualEnv.html">sctkPythonInstallVirtualEnv</a></span><span class="op">(</span>envname <span class="op">=</span> <span class="st">"sctk-reticulate"</span>, selectEnvironment <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">selectSCTKVirtualEnvironment</span><span class="op">(</span>envname <span class="op">=</span> <span class="st">"sctk-reticulate"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -250,15 +250,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/setRowNames.html b/docs/reference/setRowNames.html
index 91068ce2f..4be17bb40 100644
--- a/docs/reference/setRowNames.html
+++ b/docs/reference/setRowNames.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Set rownames of SCE with a character vector or a rowData column — setRowNames • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Set rownames of SCE with a character vector or a rowData column — setRowNames"><meta property="og:description" content="Users can set rownames of an SCE object with either a character
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Set rownames of SCE with a character vector or a rowData column — setRowNames • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Set rownames of SCE with a character vector or a rowData column — setRowNames"><meta property="og:description" content="Users can set rownames of an SCE object with either a character
 vector where the length equals to nrow(x), or a single character
 specifying a column in rowData(x). Also applicable to matrix like
 object where rownames&amp;lt;- method works, but only allows full size name
@@ -9,7 +9,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +23,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +31,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +40,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +65,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,20 +186,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -225,26 +225,26 @@ <h1>Set rownames of SCE with a character vector or a rowData column</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>x</dt>
+
+
+<dl><dt id="arg-x">x<a class="anchor" aria-label="anchor" href="#arg-x"></a></dt>
 <dd><p>Input object where the rownames will be modified.</p></dd>
 
 
-<dt>rowNames</dt>
+<dt id="arg-rownames">rowNames<a class="anchor" aria-label="anchor" href="#arg-rownames"></a></dt>
 <dd><p>Character vector of the rownames. If <code>x</code> is an
 SingleCellExperiment object, a single character specifying a
 column in <code>rowData(x)</code>.</p></dd>
 
 
-<dt>dedup</dt>
+<dt id="arg-dedup">dedup<a class="anchor" aria-label="anchor" href="#arg-dedup"></a></dt>
 <dd><p>Logical. Whether to deduplicate the specified rowNames. Default
 <code>TRUE</code></p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The input SCE object with rownames updated.</p>
+    <p>The input SCE object with rownames updated.</p>
     </div>
 
     <div id="ref-examples">
@@ -270,15 +270,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/setSCTKDisplayRow-1.png b/docs/reference/setSCTKDisplayRow-1.png
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zK_Zuo5OAOn$|)IJYYg%aHT=_)?Y&e5{tAp+zLMO)8xKt_`H~jj+xGqoA&h_!4j${m
z*M_1lx;F;-UpMHaGx~r3wS}%;Bme%$MQ81je?B}%XAO~mZipiAC;e-$@`4=${)coB
zz1u?mv$H5&S4aPe|IaV{pk`UV7Ac%ixz=2z-vfl!!~^tT)AmK?RJ-9%+s85IR!av0
zO7i8r@g>~_o&5VFS77TPO<QN_<pi|ILG2}kQ2G~J3YEGEJQ4SXiB<pCr>}VR@7oOj
zzk6!=^X5g2a^$luopow{CT;k|8=Vk*z1T$5XbcSJ=mI_lJ$WK#V_;BR1!^Ro7T3a>
n5oBL@3Xw#913}{dE5E$@SBB92T?d`%w?#Rnd@}xo-rfHLYt)hI

diff --git a/docs/reference/setSCTKDisplayRow.html b/docs/reference/setSCTKDisplayRow.html
index 16a81f457..4db45f7d4 100644
--- a/docs/reference/setSCTKDisplayRow.html
+++ b/docs/reference/setSCTKDisplayRow.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Indicates which rowData to use for visualization — setSCTKDisplayRow • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Indicates which rowData to use for visualization — setSCTKDisplayRow"><meta property="og:description" content="This function is to be used to specify which"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Indicates which rowData to use for visualization — setSCTKDisplayRow • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Indicates which rowData to use for visualization — setSCTKDisplayRow"><meta property="og:description" content="This function is to be used to specify which"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -213,20 +213,20 @@ <h1>Indicates which rowData to use for visualization</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object with saved
 dimension reduction components or a variable with saved results. Required.</p></dd>
 
 
-<dt>featureDisplayRow</dt>
+<dt id="arg-featuredisplayrow">featureDisplayRow<a class="anchor" aria-label="anchor" href="#arg-featuredisplayrow"></a></dt>
 <dd><p>Indicates which column name of rowData to be used for plots.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A SingleCellExperiment object with the specific column name of rowData
+    <p>A SingleCellExperiment object with the specific column name of rowData
  to be used for plotting stored in metadata.</p>
     </div>
 
@@ -251,15 +251,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/singleCellTK.html b/docs/reference/singleCellTK.html
index c1f14bb5a..f9ce84467 100644
--- a/docs/reference/singleCellTK.html
+++ b/docs/reference/singleCellTK.html
@@ -1,9 +1,9 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Run the single cell analysis app — singleCellTK • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Run the single cell analysis app — singleCellTK"><meta property="og:description" content="Use this function to run the single cell analysis app."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Run the single cell analysis app — singleCellTK • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Run the single cell analysis app — singleCellTK"><meta property="og:description" content="Use this function to run the single cell analysis app."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -25,7 +25,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -34,7 +34,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -59,7 +59,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -180,20 +180,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -213,37 +213,37 @@ <h1>Run the single cell analysis app</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>includeVersion</dt>
+<dt id="arg-includeversion">includeVersion<a class="anchor" aria-label="anchor" href="#arg-includeversion"></a></dt>
 <dd><p>Include the version number in the SCTK header. The
 default is TRUE.</p></dd>
 
 
-<dt>theme</dt>
+<dt id="arg-theme">theme<a class="anchor" aria-label="anchor" href="#arg-theme"></a></dt>
 <dd><p>The bootswatch theme to use for the singleCellTK UI. The default
 is 'flatly'.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>The shiny app will open</p>
+    <p>The shiny app will open</p>
     </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
 <span class="r-in"><span><span class="co">#Upload data through the app</span></span></span>
 <span class="r-in"><span><span class="fu">singleCellTK</span><span class="op">(</span><span class="op">)</span></span></span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="co"># Load the app with a SingleCellExperiment object</span></span></span>
 <span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"mouseBrainSubsetSCE"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">singleCellTK</span><span class="op">(</span><span class="va">mouseBrainSubsetSCE</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
   </div>
@@ -258,15 +258,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/subDiffEx.html b/docs/reference/subDiffEx.html
index 06003420b..3c80446bc 100644
--- a/docs/reference/subDiffEx.html
+++ b/docs/reference/subDiffEx.html
@@ -1,15 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Passes the output of generateSimulatedData() to differential expression
-tests, picking either t-tests or ANOVA for data with only two conditions or
-multiple conditions, respectively. — subDiffEx • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Passes the output of generateSimulatedData() to differential expression
-tests, picking either t-tests or ANOVA for data with only two conditions or
-multiple conditions, respectively. — subDiffEx"><meta property="og:description" content="Passes the output of generateSimulatedData() to differential expression
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Passes the output of generateSimulatedData() to differential expression tests, picking either t-tests or ANOVA for data with only two conditions or multiple conditions, respectively. — subDiffEx • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Passes the output of generateSimulatedData() to differential expression tests, picking either t-tests or ANOVA for data with only two conditions or multiple conditions, respectively. — subDiffEx"><meta property="og:description" content="Passes the output of generateSimulatedData() to differential expression
 tests, picking either t-tests or ANOVA for data with only two conditions or
 multiple conditions, respectively."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -23,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -31,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -40,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -65,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -186,27 +182,25 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-    <h1>Passes the output of generateSimulatedData() to differential expression
-tests, picking either t-tests or ANOVA for data with only two conditions or
-multiple conditions, respectively.</h1>
+    <h1>Passes the output of generateSimulatedData() to differential expression tests, picking either t-tests or ANOVA for data with only two conditions or multiple conditions, respectively.</h1>
     <small class="dont-index">Source: <a href="https://github.com/compbiomed/singleCellTK/blob/HEAD/R/DownsampleMatrix.R" class="external-link"><code>R/DownsampleMatrix.R</code></a></small>
     <div class="hidden name"><code>subDiffEx.Rd</code></div>
     </div>
@@ -227,49 +221,45 @@ <h1>Passes the output of generateSimulatedData() to differential expression
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>tempData</dt>
+
+
+<dl><dt id="arg-tempdata">tempData<a class="anchor" aria-label="anchor" href="#arg-tempdata"></a></dt>
 <dd><p>Matrix. The output of generateSimulatedData(), where the
 first row contains condition labels.</p></dd>
 
 
-<dt>countMatrix</dt>
+<dt id="arg-countmatrix">countMatrix<a class="anchor" aria-label="anchor" href="#arg-countmatrix"></a></dt>
 <dd><p>Matrix. A simulated counts matrix, sans labels.</p></dd>
 
 
-<dt>class.labels</dt>
+<dt id="arg-class-labels">class.labels<a class="anchor" aria-label="anchor" href="#arg-class-labels"></a></dt>
 <dd><p>Factor. The condition labels for the simulated cells.
 Will be coerced into 1's and 0's.</p></dd>
 
 
-<dt>test.type</dt>
+<dt id="arg-test-type">test.type<a class="anchor" aria-label="anchor" href="#arg-test-type"></a></dt>
 <dd><p>Type of test to perform. The default is t.equalvar.</p></dd>
 
 
-<dt>condition</dt>
+<dt id="arg-condition">condition<a class="anchor" aria-label="anchor" href="#arg-condition"></a></dt>
 <dd><p>Factor. The condition labels for the simulated cells.</p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>subDiffEx(): A vector of fdr-adjusted p-values for all genes.
+    <p>subDiffEx(): A vector of fdr-adjusted p-values for all genes.
 Nonviable results (such as for genes with 0 counts in a simulated dataset)
 are coerced to 1.</p>
-
-
 <p>subDiffExttest(): A vector of fdr-adjusted p-values for all genes.
 Nonviable results (such as for genes with 0 counts in a simulated dataset)
 are coerced to 1.</p>
-
-
 <p>subDiffExANOVA(): A vector of fdr-adjusted p-values for all genes.
 Nonviable results (such as for genes with 0 counts in a simulated dataset)
 are coerced to 1.</p>
     </div>
     <div id="functions">
     <h2>Functions</h2>
-    
+
 <ul><li><p><code>subDiffEx()</code>:</p></li>
 <li><p><code>subDiffExttest()</code>: Runs t-tests on all genes in a simulated dataset with 2
 conditions, and adjusts for FDR.</p></li>
@@ -328,15 +318,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/subsetSCECols.html b/docs/reference/subsetSCECols.html
index b29e5b0ea..8accb2f49 100644
--- a/docs/reference/subsetSCECols.html
+++ b/docs/reference/subsetSCECols.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Subset a SingleCellExperiment object by columns — subsetSCECols • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Subset a SingleCellExperiment object by columns — subsetSCECols"><meta property="og:description" content="Used to peform subsetting of a
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Subset a SingleCellExperiment object by columns — subsetSCECols • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Subset a SingleCellExperiment object by columns — subsetSCECols"><meta property="og:description" content="Used to peform subsetting of a
 SingleCellExperiment object using a variety of methods that
 indicate the correct columns to keep. The various methods,
 index, bool, and colData, can be used in conjunction
@@ -7,7 +7,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -21,7 +21,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -29,7 +29,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -38,7 +38,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -63,7 +63,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -184,20 +184,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -221,24 +221,26 @@ <h1>Subset a SingleCellExperiment object by columns</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>index</dt>
+<dt id="arg-index">index<a class="anchor" aria-label="anchor" href="#arg-index"></a></dt>
 <dd><p>Integer vector. Vector of indicies indicating which columns
 to keep. If <code>NULL</code>, this will not be used for subsetting.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>bool</dt>
+<dt id="arg-bool">bool<a class="anchor" aria-label="anchor" href="#arg-bool"></a></dt>
 <dd><p>Boolean vector. Vector of <code>TRUE</code> or <code>FALSE</code>
 indicating which columns should be kept. Needs to be the same length as the
 number of columns in <code>inSCE</code>. If <code>NULL</code>, this will not be used
 for subsetting. Default <code>NULL</code>.</p></dd>
 
 
-<dt>colData</dt>
+<dt id="arg-coldata">colData<a class="anchor" aria-label="anchor" href="#arg-coldata"></a></dt>
 <dd><p>Character. An expression that will identify a subset of
 columns using variables found in the <code>colData</code> of <code>inSCE</code>.
 For example, if <code>x</code> is a numeric vector in <code>colData</code>,
@@ -253,9 +255,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object that has
+    <p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object that has
 been subsetted by colData.</p>
     </div>
     <div id="author">
@@ -281,15 +281,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/subsetSCERows.html b/docs/reference/subsetSCERows.html
index 055897159..7c5914ff8 100644
--- a/docs/reference/subsetSCERows.html
+++ b/docs/reference/subsetSCERows.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Subset a SingleCellExperiment object by rows — subsetSCERows • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Subset a SingleCellExperiment object by rows — subsetSCERows"><meta property="og:description" content="Used to peform subsetting of a
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Subset a SingleCellExperiment object by rows — subsetSCERows • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Subset a SingleCellExperiment object by rows — subsetSCERows"><meta property="og:description" content="Used to peform subsetting of a
 SingleCellExperiment object using a variety of methods that
 indicate the correct rows to keep. The various methods,
 index, bool, and rowData, can be used in conjunction
@@ -10,7 +10,7 @@
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -24,7 +24,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -32,7 +32,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -41,7 +41,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -66,7 +66,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -187,20 +187,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -235,24 +235,26 @@ <h1>Subset a SingleCellExperiment object by rows</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>index</dt>
+<dt id="arg-index">index<a class="anchor" aria-label="anchor" href="#arg-index"></a></dt>
 <dd><p>Integer vector. Vector of indicies indicating which rows
 to keep. If <code>NULL</code>, this will not be used for subsetting.
 Default <code>NULL</code>.</p></dd>
 
 
-<dt>bool</dt>
+<dt id="arg-bool">bool<a class="anchor" aria-label="anchor" href="#arg-bool"></a></dt>
 <dd><p>Boolean vector. Vector of <code>TRUE</code> or <code>FALSE</code>
 indicating which rows should be kept. Needs to be the same length as the
 number of rows in <code>inSCE</code>. If <code>NULL</code>, this will not be used
 for subsetting. Default <code>NULL</code>.</p></dd>
 
 
-<dt>rowData</dt>
+<dt id="arg-rowdata">rowData<a class="anchor" aria-label="anchor" href="#arg-rowdata"></a></dt>
 <dd><p>Character. An expression that will identify a subset of rows
 using variables found in the <code>rowData</code> of <code>inSCE</code>. For example,
 if <code>x</code> is a numeric vector in <code>rowData</code>, then <code>"x &lt; 5"</code> will
@@ -264,19 +266,19 @@ <h2>Arguments</h2>
 subsetting. Default <code>NULL</code>.</p></dd>
 
 
-<dt>returnAsAltExp</dt>
+<dt id="arg-returnasaltexp">returnAsAltExp<a class="anchor" aria-label="anchor" href="#arg-returnasaltexp"></a></dt>
 <dd><p>Boolean. If <code>TRUE</code>, the subsetted
 SingleCellExperiment object will be returned in the
 <code>altExp</code> slot of <code>inSCE</code>. If <code>FALSE</code>, the subsetted
 SingleCellExperiment object will be directly returned.</p></dd>
 
 
-<dt>altExpName</dt>
+<dt id="arg-altexpname">altExpName<a class="anchor" aria-label="anchor" href="#arg-altexpname"></a></dt>
 <dd><p>Character. Name of the alternative experiment object to
 add if <code>returnAsAltExp = TRUE</code>. Default <code>subset</code>.</p></dd>
 
 
-<dt>prependAltExpName</dt>
+<dt id="arg-prependaltexpname">prependAltExpName<a class="anchor" aria-label="anchor" href="#arg-prependaltexpname"></a></dt>
 <dd><p>Boolean. If <code>TRUE</code>, <code>altExpName</code> will
 be added to the beginning of the assay names in the <code>altExp</code> object.
 This is only utilized if <code>returnAsAltExp = TRUE</code>. Default <code>TRUE</code>.</p></dd>
@@ -284,9 +286,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object that has
+    <p>A <a href="https://rdrr.io/pkg/SingleCellExperiment/man/SingleCellExperiment.html" class="external-link">SingleCellExperiment</a> object that has
 been subsetted by rowData.</p>
     </div>
     <div id="author">
@@ -316,15 +316,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/summarizeSCE.html b/docs/reference/summarizeSCE.html
index 9591b3673..fc70ae384 100644
--- a/docs/reference/summarizeSCE.html
+++ b/docs/reference/summarizeSCE.html
@@ -1,10 +1,10 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Summarize an assay in a SingleCellExperiment — summarizeSCE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Summarize an assay in a SingleCellExperiment — summarizeSCE"><meta property="og:description" content="Creates a table of summary metrics from an input
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Summarize an assay in a SingleCellExperiment — summarizeSCE • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Summarize an assay in a SingleCellExperiment — summarizeSCE"><meta property="og:description" content="Creates a table of summary metrics from an input
 SingleCellExperiment"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -26,7 +26,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -35,7 +35,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -60,7 +60,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -181,20 +181,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -215,16 +215,18 @@ <h1>Summarize an assay in a SingleCellExperiment</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>inSCE</dt>
+
+
+<dl><dt id="arg-insce">inSCE<a class="anchor" aria-label="anchor" href="#arg-insce"></a></dt>
 <dd><p>Input SingleCellExperiment object.</p></dd>
 
 
-<dt>useAssay</dt>
+<dt id="arg-useassay">useAssay<a class="anchor" aria-label="anchor" href="#arg-useassay"></a></dt>
 <dd><p>Indicate which assay to summarize. If <code>NULL</code>, then the
 first assay in <code>inSCE</code> will be used. Default <code>NULL</code>.</p></dd>
 
 
-<dt>sampleVariableName</dt>
+<dt id="arg-samplevariablename">sampleVariableName<a class="anchor" aria-label="anchor" href="#arg-samplevariablename"></a></dt>
 <dd><p>Variable name in <code>colData</code> denoting which
 sample each cell belongs to. If <code>NULL</code>, all cells will be assumed
 to come from the same sample. Default <code>"sample"</code>.</p></dd>
@@ -232,9 +234,7 @@ <h2>Arguments</h2>
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>A data.frame object of summary metrics.</p>
+    <p>A data.frame object of summary metrics.</p>
     </div>
 
     <div id="ref-examples">
@@ -259,15 +259,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/reference/trimCounts.html b/docs/reference/trimCounts.html
index 59eadaaf8..7a0daeab9 100644
--- a/docs/reference/trimCounts.html
+++ b/docs/reference/trimCounts.html
@@ -1,11 +1,11 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Trim Counts — trimCounts • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Trim Counts — trimCounts"><meta property="og:description" content="Trims an input count matrix such that each value greater than a
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Trim Counts — trimCounts • singleCellTK</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/yeti/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Trim Counts — trimCounts"><meta property="og:description" content="Trims an input count matrix such that each value greater than a
 threshold value and each value less than a provided
 lower threshold value is trimmed to the lower treshold value."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
-    
+
 
     <div class="container template-reference-topic">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">singleCellTK</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.14.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">2.16.1</span>
       </span>
     </div>
 
@@ -27,7 +27,7 @@
       <ul class="nav navbar-nav"><li>
   <a href="https://www.camplab.net/sctk" class="external-link">
     <span class="fas fa-home fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
@@ -36,7 +36,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Tutorials
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li>
@@ -61,7 +61,7 @@
 <li class="dropdown">
   <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" data-bs-toggle="dropdown" aria-expanded="false">
     Documentation
-     
+
     <span class="caret"></span>
   </a>
   <ul class="dropdown-menu" role="menu"><li class="dropdown-submenu">
@@ -182,20 +182,20 @@
       </ul><ul class="nav navbar-nav navbar-right"><li>
   <a href="https://github.com/compbiomed/singleCellTK" class="external-link">
     <span class="fab fa-github fa-lg"></span>
-     
+
   </a>
 </li>
 <li>
   <a href="https://twitter.com/camplab1" class="external-link">
     <span class="fab fa-twitter fa-lg"></span>
-     
+
   </a>
 </li>
       </ul></div><!--/.nav-collapse -->
   </div><!--/.container -->
 </div><!--/.navbar -->
 
-      
+
 
       </header><div class="row">
   <div class="col-md-9 contents">
@@ -217,20 +217,20 @@ <h1>Trim Counts</h1>
 
     <div id="arguments">
     <h2>Arguments</h2>
-    <dl><dt>counts</dt>
+
+
+<dl><dt id="arg-counts">counts<a class="anchor" aria-label="anchor" href="#arg-counts"></a></dt>
 <dd><p>matrix</p></dd>
 
 
-<dt>trimValue</dt>
+<dt id="arg-trimvalue">trimValue<a class="anchor" aria-label="anchor" href="#arg-trimvalue"></a></dt>
 <dd><p>where trimValue[1] for upper threshold and trimValue[2] as
 lower threshold. Default is <code>c(10,-10)</code></p></dd>
 
 </dl></div>
     <div id="value">
     <h2>Value</h2>
-    
-
-<p>trimmed counts matrix</p>
+    <p>trimmed counts matrix</p>
     </div>
 
     <div id="ref-examples">
@@ -252,15 +252,15 @@ <h2>Examples</h2>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
 </div>
 
       </footer></div>
 
-  
 
 
-  
+
+
 
   </body></html>
 
diff --git a/docs/sitemap.xml b/docs/sitemap.xml
index 23612d5e6..67210f586 100644
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+<url><loc>/reference/plotRunPerCellQCResults.html</loc></url>
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+<url><loc>/reference/runComBatSeq.html</loc></url>
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+<url><loc>/reference/trimCounts.html</loc></url>
+<url><loc>/reference/visPlot.html</loc></url>
 </urlset>
+
diff --git a/vignettes/articles/heatmap.Rmd b/vignettes/articles/heatmap.Rmd
index fe018f2e8..62f85569b 100644
--- a/vignettes/articles/heatmap.Rmd
+++ b/vignettes/articles/heatmap.Rmd
@@ -313,14 +313,11 @@ colAnnotattionColor <- list(
 ```{R split, eval=TRUE, cache=TRUE}
 
 # Create a new label in the rowData using the cluster markers
-
+library(dplyr)
 data.frame(rowData(sce2)) %>% 
   left_join(topMarkers, by = c("feature_name" = "Gene")) %>%
   rename("cluster_markers" = "scranSNN_PCA") -> new_row_data
-
-rownames(new_row_data)<-new_row_data$feature_name
-
-rowData(sce2)<-new_row_data
+rowData(sce2)$cluster_markers <-new_row_data$cluster_markers
 
 plotSCEHeatmap(inSCE = sce2, useAssay = "logcounts", featureIndex = topMarkers$Gene, colDataName = c("type"), aggregateCol = "scranSNN_PCA", rowGap = grid::unit(2, 'mm'),rowLabel = TRUE, rowDataName = "cluster_markers", rowSplitBy = "cluster_markers")