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SigEMD

SigEMD

SigEMD is an R tool to identify differential expression in single-cell RNA-seq data. The SigEMD algorithm uses imputation, logistic regression, gene interaction network information, and a nonparametric method based on the Earth Mover's Distance for the identification.

Topic

RNA-seq; Gene expression

Details

  • Operation: RNA-Seq analysis
  • Software interface: Command-line user interface
  • Language: R
  • Operating system: Microsoft Windows, Mac OS X, Linux
  • License: Not stated
  • Cost: Free
  • Version name: 0.21.1
  • Maturity: Stable
  • Credit: the National Institutes ofHealth (NIH).
  • Contact: T. Wang tianyu.wang _at_ uconn.edu | S. Nabavi sheida.nabavi _at_ uconn.edu
  • Collection: -

Publications

Wang T, Nabavi S "SigEMD: A powerful method for differential gene expression analysis in single-cell RNA sequencing data." Methods. 2018 Aug 1;145:25-32. 24. https://doi.org/10.1016/j.ymeth.2018.04.017
PMID: 29702224


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