Plot.all: Combined visualization of sequential decomposition and...

Description Usage Arguments Note Author(s) See Also Examples

View source: R/Plot.all.R

Description

Plot that combines Plot.genes and Plot.sequential into one graphic.

Usage

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Plot.all(xx, formula, model.dat = NULL, test.genes = NULL, name.geneset = "")

Arguments

xx

Matrix of gene expression data, where columns correspond to samples and rows to genes. The data should be properly normalized beforehand (and log- or otherwise transformed). Missing values are not allowed. Gene and sample names can be included as the row and column names of xx.

formula

Model formula for the linear model.

model.dat

Data frame that contains all the variable information for each sample.

test.genes

Vector of gene names or gene indices specifying a gene set.

name.geneset

Name of the plotted geneset.

Note

This work was supported by the NGFN project 01 GR 0459, BMBF, Germany.

Author(s)

Ramona Scheufele ramona.scheufele@charite.de
Reinhard Meister meister@tfh-berlin.de
Manuela Hummel m.hummel@dkfz.de
Urlich Mansmann mansmann@ibe.med.uni-muenchen.de

See Also

Plot.genes, Plot.sequential, GlobalAncova.decomp, GlobalAncova

Examples

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data(vantVeer)
data(phenodata)
data(pathways)

Plot.all(vantVeer, formula = ~ ERstatus + metastases + grade, model.dat = phenodata, test.genes = pathways[[3]], name.geneset = "cell cycle pathway")

Example output

Loading required package: corpcor
Loading required package: globaltest
Loading required package: survival
Warning messages:
1: In anova.lm(lm(dummy.formula, model.dat)) :
  ANOVA F-tests on an essentially perfect fit are unreliable
2: In anova.lm(lm(dummy.formula, model.dat)) :
  ANOVA F-tests on an essentially perfect fit are unreliable

GlobalAncova documentation built on Nov. 8, 2020, 8:10 p.m.