RTN

DOI: 10.18129/B9.bioc.RTN    

Reconstruction of transcriptional networks and analysis of master regulators

Bioconductor version: Release (3.6)

This package provides classes and methods for transcriptional network inference and analysis. Modulators of transcription factor activity are assessed by conditional mutual information, and master regulators are mapped to phenotypes using different strategies, e.g., gene set enrichment, shadow and synergy analyses. Additionally, master regulators can be linked to genetic markers using eQTL/VSE analysis, taking advantage of the haplotype block structure mapped to the human genome in order to explore risk-associated SNPs identified in GWAS studies.

Author: Mauro Castro, Xin Wang, Michael Fletcher, Florian Markowetz and Kerstin Meyer

Maintainer: Mauro Castro <mauro.a.castro at gmail.com>

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

Installation

To install this package, start R and enter:

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

Documentation

HTML R Script RTN: reconstruction of transcriptional networks and analysis of master regulators."
PDF   Reference Manual
Text   NEWS

Details

biocViews GeneExpression, GeneRegulation, GeneSetEnrichment, GeneticVariability, GraphAndNetwork, NetworkEnrichment, NetworkInference, SNP, Software
Version 2.2.0
In Bioconductor since BioC 2.13 (R-3.0) (4.5 years)
License Artistic-2.0
Depends R (>= 3.3.3), methods
Imports RedeR, minet, snow, limma, data.table, car, IRanges, igraph, S4Vectors
LinkingTo
Suggests HTSanalyzeR, RUnit, BiocGenerics, ff, BiocStyle, knitr, rmarkdown
SystemRequirements
Enhances
URL http://dx.doi.org/10.1038/ncomms3464
Depends On Me Fletcher2013b, RTNduals, RTNsurvival
Imports Me
Suggests Me
Build Report  

Package Archives

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

Source Package RTN_2.2.0.tar.gz
Windows Binary RTN_2.2.0.zip
Mac OS X 10.11 (El Capitan) RTN_2.2.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/RTN
Package Short Url http://bioconductor.org/packages/RTN/
Package Downloads Report Download Stats

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