do_diff_testing_via_MAST: Calculates differentially expressed genes from single cell...

View source: R/utils_singlecell.R

do_diff_testing_via_MASTR Documentation

Calculates differentially expressed genes from single cell object

Description

Calculates differentially expressed genes from single cell object

Usage

do_diff_testing_via_MAST(
  sc_obj,
  covarariate,
  referenceGroup,
  saveSummary = TRUE,
  summaryName = NULL,
  designFormula = NULL
)

Arguments

sc_obj

single cell object of type seurat, singleCellAssay or singlCellExperiment

covarariate

colname of metadata with groups for differential expression

referenceGroup

reference/control group

saveSummary

if TRUE saves the result of the differential analysis as a .rds file

summaryName

name of the rds file if saveSummary=TRUE

designFormula

string which will be used as formula in MAST's zlm function

Value

data.frame of differential expression analysis results


baumbachlab/keypathwayminer-R documentation built on June 29, 2023, 11:21 a.m.