dCell.run.single: Run DeconCell to generate new gene signature for a single...

Description Usage Arguments

View source: R/dCell_functions.R

Description

Run DeconCell to generate new gene signature for a single cell type. dCell.run.single Runs dCell.run to generate gene expression signatures to predict cell proportions of bulk tissues

Usage

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dCell.run.single(exp, i.ct.proportions, n.samples.train,
  n.samples.test = NULL, iterations = 10)

Arguments

exp

A matrix or data.frame of normalized (by gene lenght and library size (RPKM, TMM, TPM...)) and scaled expression data, samples by columns and genes by row. Preferably comming from dCell.expProcessing.

i.ct.proportions

A matrix or data.frame of cell proportions within each bulk RNA-Seq sample. Samples by row and cell types by column.


raguirreg/DeconCell documentation built on May 29, 2019, 8:05 a.m.