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tweeDEseq

tweeDEseq

tweeDEseq is a tool to analyze differential gene expression in RNA-seq data sets. The tweeDEseq algorithm uses the Poisson-Tweedie family of distributions.

Topic

Gene expression; RNA-Seq; Statistics and probability

Details

  • Operation: RNA-Seq analysis; Service invocation; Differential gene expression analysis; Statistical calculation
  • Software interface: Command-line user interface; Library
  • Language: R
  • Operating system: Linux; Mac OS X; Microsoft Windows
  • License: GNU General Public License v>=2
  • Cost: Free
  • Version name: 1.32.0
  • Credit: Ministerio de Ciencia e Innovación (MICINN), European Reseach Council, Breathe project.
  • Contact: Juan R Gonzalez jrgonzalez _at_ creal.cat
  • Collection: Bioconductor

Publications

Esnaola M, Puig P, Gonzalez D, Castelo R, Gonzalez JR "A flexible count data model to fit the wide diversity of expression profiles arising from extensively replicated RNA-seq experiments." BMC Bioinformatics. 2013 Aug 21;14:254. https://doi.org/10.1186/1471-2105-14-254
PMID: 23965047
PMCID: PMC3849762


Huber W, Carey VJ, Gentleman R, Anders S, Carlson M, Carvalho BS, Bravo HC, Davis S, Gatto L, Girke T, Gottardo R, Hahne F, Hansen KD, Irizarry RA, Lawrence M, Love MI, MacDonald J1, Obenchain V, Oleś AK, Pagès H, Reyes A, Shannon P, Smyth GK, Tenenbaum D, Waldron L, Morgan M "Orchestrating high-throughput genomic analysis with Bioconductor." Nat Methods. 2015 Feb;12(2):115-21. https://doi.org/10.1038/nmeth.3252
PMID: 25633503
PMCID: PMC4509590


Gentleman RC, Carey VJ, Bates DM, Bolstad B, Dettling M, Dudoit S, Ellis B, Gautier L, Ge Y, Gentry J, Hornik K, Hothorn T, Huber W, Iacus S, Irizarry R, Leisch F, Li C, Maechler M, Rossini AJ, Sawitzki G, Smith C, Smyth G, Tierney L, Yang JY, Zhang J. "Bioconductor: open software development for computational biology and bioinformatics." Genome Biol. 2004;5(10):R80. Epub 2004 Sep 15. https://doi.org/10.1186/gb-2004-5-10-r80
PMID: 15461798
PMCID: PMC545600


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