reportQCTool: Get .html report of the output of the selected QC algorithm

In singleCellTK: Comprehensive and Interactive Analysis of Single Cell RNA-Seq Data

Description

A function to generate .html Rmarkdown report for the specified QC algorithm output

Usage

reportQCTool(
  inSCE,
  algorithm = c("BarcodeRankDrops", "EmptyDrops", "QCMetrics", "Scrublet",
    "DoubletCells", "Cxds", "Bcds", "CxdsBcdsHybrid", "DoubletFinder", "DecontX"),
  output_file = NULL,
  output_dir = NULL
)

Arguments

inSCE	A SingleCellExperiment 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, runDoubletCells, runCxds, runBcds, runCxdsBcdsHybrid, runDecontX, runBarcodeRankDrops, runEmptyDrops
algorithm	Character. Specifies which QC algorithm report to generate. Available options are "BarcodeRankDrops", "EmptyDrops", "QCMetrics", "Scrublet", "DoubletCells", "Cxds", "Bcds", "CxdsBcdsHybrid", "DoubletFinder" and "DecontX".
output_file	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 .
output_dir	name of the output directory to save the rendered file. If NULL/default the file is stored to the current working directory

Value

.html file

Examples

data(scExample, package = "singleCellTK")
sce <- subsetSCECols(sce, colData = "type != 'EmptyDroplet'")
## Not run: 
sce <- runDecontX(sce)
sce <- getUMAP(sce)
reportQCTool(inSCE = sce, algorithm = "DecontX")

## End(Not run)

singleCellTK documentation built on Nov. 8, 2020, 5:21 p.m.