To install this package, start R and enter:

## try http:// if https:// URLs are not supported
source("https://bioconductor.org/biocLite.R")
biocLite("GOexpress")

In most cases, you don't need to download the package archive at all.

GOexpress

   

This package is for version 3.0 of Bioconductor; for the stable, up-to-date release version, see GOexpress.

Visualise microarray and RNAseq data using gene ontology annotations

Bioconductor version: 3.0

The package contains methods to visualise the expression levels of genes from a microarray or RNA-seq experiment and offers a clustering analysis to identify GO terms enriched in genes with expression levels best clustering two or more predefined groups of samples. Annotations for the genes present in the expression dataset are obtained from Ensembl through the biomaRt package. The random forest framework is used to evaluate the ability of each gene to cluster samples according to the factor of interest. Finally, GO terms are scored by averaging the rank (alternatively, score) of their respective gene sets to cluster the samples. An ANOVA approach is also available as an alternative statistical framework.

Author: Kevin Rue-Albrecht [aut, cre], Paul A. McGettigan [ctb], Belinda Hernandez [ctb], David A. Magee [ctb], Nicolas C. Nalpas [ctb], Andrew Parnell [ctb], Stephen V. Gordon [ths], David E. MacHugh [ths]

Maintainer: Kevin Rue-Albrecht <kevin.rue at ucdconnect.ie>

Citation (from within R, enter citation("GOexpress")):

Installation

To install this package, start R and enter:

## try http:// if https:// URLs are not supported
source("https://bioconductor.org/biocLite.R")
biocLite("GOexpress")

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("GOexpress")

 

PDF R Script UsersGuide
PDF   Reference Manual
Text   NEWS

Details

biocViews Annotation, Clustering, DataRepresentation, DifferentialExpression, GO, GeneExpression, GeneSetEnrichment, Metagenomics, Microarray, MultipleComparison, Pathways, RNASeq, Sequencing, Software, TimeCourse, Transcription, Visualization
Version 1.0.1
In Bioconductor since BioC 3.0 (R-3.1) (1.5 years)
License GPL (>= 3)
Depends R (>= 3.0.2), grid, Biobase(>= 2.22.0)
Imports biomaRt(>= 2.18.0), stringr (>= 0.6.2), ggplot2 (>= 0.9.0), RColorBrewer (>= 1.0), gplots (>= 2.13.0), VennDiagram (>= 1.6.5), randomForest (>= 4.6)
LinkingTo
Suggests
SystemRequirements
Enhances
URL https://github.com/kevinrue/GOexpress-release
Depends On Me
Imports Me
Suggests Me
Build Report  

Package Archives

Follow Installation instructions to use this package in your R session.

Package Source GOexpress_1.0.1.tar.gz
Windows Binary GOexpress_1.0.1.zip
Mac OS X 10.6 (Snow Leopard) GOexpress_1.0.1.tgz
Mac OS X 10.9 (Mavericks) GOexpress_1.0.1.tgz
Subversion source (username/password: readonly)
Git source https://github.com/Bioconductor-mirror/GOexpress/tree/release-3.0
Package Short Url http://bioconductor.org/packages/GOexpress/
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