For better experience, turn on JavaScript!


globalSeq

globalSeq

globalSeq is a tool to test associations of genomic and RNA-seq data. The globalSeq algorithm uses the negative binomial distribution combined with a random-effects model and can detect genetic and epigenetic variations that have an effect on gene expression.

Topic

RNA-Seq; Sequence analysis

Details

  • Operation: Regression 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>=3
  • Cost: Free
  • Version name: 1.14.0
  • Maturity: Stable
  • Credit: The Cancer Genome Atlas (TCGA) Research Network, the Department of Epidemiology and Biostatistics, VU University Medical Center.
  • Contact: Armin Rauschenberger a.rauschenberger _at_ vumc.nl
  • Collection: Bioconductor

Publications

Rauschenberger A, Jonker MA, van de Wiel MA, Menezes RX "Testing for association between RNA-Seq and high-dimensional data." BMC Bioinformatics 2016 https://doi.org/10.1186/s12859-016-0961-5
PMID: 26951498
PMCID: PMC4782413


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


Download and documentation








If you find errors, please report here.