Run chromVAR

Wrapper to run chromVAR on an assay with a motif object present. Will return a new Seurat assay with the motif activities (the deviations in chromatin accessibility across the set of regions) as a new assay.

RunChromVAR(object, ...)

# S3 method for ChromatinAssay
RunChromVAR(object, genome, motif.matrix = NULL, verbose = TRUE, ...)

# S3 method for Seurat
RunChromVAR(
  object,
  genome,
  motif.matrix = NULL,
  assay = NULL,
  new.assay.name = "chromvar",
  ...
)

Arguments

object	A Seurat object
...	Additional arguments passed to getBackgroundPeaks
genome	A BSgenome object
motif.matrix	A peak x motif matrix. If NULL, pull the peak x motif matrix from a Motif object stored in the assay.
verbose	Display messages
assay	Name of assay to use
new.assay.name	Name of new assay used to store the chromVAR results. Default is "chromvar".

Value

Returns a Seurat object with a new assay

Details

See the chromVAR documentation for more information: https://greenleaflab.github.io/chromVAR/index.html

See the chromVAR paper: https://www.nature.com/articles/nmeth.4401

Examples

if (FALSE) {
library(BSgenome.Hsapiens.UCSC.hg19)
RunChromVAR(object = atac_small[["peaks"]], genome = BSgenome.Hsapiens.UCSC.hg19)
}
if (FALSE) {
library(BSgenome.Hsapiens.UCSC.hg19)
RunChromVAR(object = atac_small, genome = BSgenome.Hsapiens.UCSC.hg19)
}