newDeaSet: DeaSet object creator

In WTaoUMC/RegEnrich: Gene regulator enrichment analysis

Description

DeaSet object creator

Usage

newDeaSet(
  assayRaw = matrix(nrow = 0, ncol = 0),
  rowData = NULL,
  assays = SimpleList(),
  colData = DataFrame(),
  metadata = list()
)

Arguments

assayRaw	A matrix of gene expression data. This can be the same as the matrix-like element in assays parameter.
rowData	A DataFrame object describing the rows.
assays	A list or SimpleList of matrix-like element, or a matrix-like object. The matrix-like element can be the same as assayRaw parameter.
colData	A DataFrame describing the sample information.
metadata	An optional list of arbitrary content describing the overall experiment.

Value

A DeaSet object.

Examples

# Empty DeaSet object
newDeaSet()

# 100 * 6 DeaSet object
nrows = 100
ncols = 6
counts = matrix(rnbinom(nrows * ncols, size = 2, mu = 500),
                nrow = nrows)
assays = SimpleList(counts=counts)

colData = DataFrame(Condition = rep(c("treatment", "ctrl"), 3),
                    row.names=LETTERS[1:6])
geneNames = sprintf("G%03s", seq(nrows))
elementMetadata = DataFrame(gene = geneNames,
                            p = numeric(nrows),
                            logFC = numeric(nrows))
newDeaSet(assayRaw = counts, 
          rowData = elementMetadata,
          assays = SimpleList(assayData = counts),
          colData = colData)

WTaoUMC/RegEnrich documentation built on Aug. 4, 2021, 4:11 p.m.