DESeq2

DOI: 10.18129/B9.bioc.DESeq2    

Differential gene expression analysis based on the negative binomial distribution

Bioconductor version: Release (3.6)

Estimate variance-mean dependence in count data from high-throughput sequencing assays and test for differential expression based on a model using the negative binomial distribution.

Author: Michael Love, Simon Anders, Wolfgang Huber

Maintainer: Michael Love <michaelisaiahlove at gmail.com>

Citation (from within R, enter citation("DESeq2")):

Installation

To install this package, start R and enter:

## try http:// if https:// URLs are not supported
source("https://bioconductor.org/biocLite.R")
biocLite("DESeq2")

Documentation

HTML R Script Analyzing RNA-seq data with DESeq2
PDF   Reference Manual
Text   NEWS

Details

biocViews ChIPSeq, DifferentialExpression, GeneExpression, RNASeq, SAGE, Sequencing, Software, Transcription
Version 1.18.1
In Bioconductor since BioC 2.12 (R-3.0) (5 years)
License LGPL (>= 3)
Depends S4Vectors(>= 0.9.25), IRanges, GenomicRanges, SummarizedExperiment(>= 1.1.6)
Imports BiocGenerics(>= 0.7.5), Biobase, BiocParallel, genefilter, methods, locfit, geneplotter, ggplot2, Hmisc, Rcpp (>= 0.11.0)
LinkingTo Rcpp, RcppArmadillo
Suggests testthat, knitr, BiocStyle, vsn, pheatmap, RColorBrewer, IHW, apeglm, ashr, tximport, tximportData, readr, pbapply, airway, pasilla(>= 0.2.10)
SystemRequirements
Enhances
URL https://github.com/mikelove/DESeq2
Depends On Me DChIPRep, DEXSeq, FourCSeq, MLSeq, rgsepd, TCC, XBSeq
Imports Me anamiR, Anaquin, anota2seq, coseq, DaMiRseq, debrowser, DEFormats, DEGreport, DEsubs, DiffBind, eegc, EnrichmentBrowser, FourCSeq, GenoGAM, HTSFilter, ideal, IHWpaper, ImpulseDE2, IntEREst, isomiRs, JunctionSeq, PathoStat, pcaExplorer, regionReport, ReportingTools, SNPhood, systemPipeR, ToPASeq
Suggests Me apeglm, biobroom, BiocGenerics, BioCor, compcodeR, DASC, derfinder, diffloop, gage, GenomicAlignments, GenomicRanges, Glimma, IHW, JctSeqData, miRmine, oneChannelGUI, OPWeight, phyloseq, progeny, recount, RUVSeq, scran, Single.mTEC.Transcriptomes, subSeq, tximport, variancePartition
Build Report  

Package Archives

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

Source Package DESeq2_1.18.1.tar.gz
Windows Binary DESeq2_1.18.1.zip (32- & 64-bit)
Mac OS X 10.11 (El Capitan) DESeq2_1.18.1.tgz
Source Repository git clone https://git.bioconductor.org/packages/DESeq2
Package Short Url http://bioconductor.org/packages/DESeq2/
Package Downloads Report Download Stats
Old Source Packages for BioC 3.6 Source Archive

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