GOSemSim

The semantic comparisons of Gene Ontology (GO) annotations provide quantitative ways to compute similarities between genes and gene groups, and have became an important basis for many bioinformatics analysis approaches. This R package analyzes the semantic similarity computation among GO terms, sets of GO terms, gene products and gene clusters. >>> SUMMARY: The semantic comparisons of Gene Ontology (GO) annotations provide quantitative ways to compute similarities between genes and gene groups, and have became important basis for many bioinformatics analysis approaches. GOSemSim is an R package for semantic similarity computation among GO terms, sets of GO terms, gene products and gene clusters. Four information content (IC)- and a graph-based methods are implemented in the GOSemSim package, multiple species including human, rat, mouse, fly and yeast are also supported. The functions provided by the GOSemSim offer flexibility for applications, and can be easily integrated into high-throughput analysis pipelines. AVAILABILITY: GOSemSim is released under the GNU General Public License within Bioconductor project, and freely available at http://bioconductor.org/packages/2.6/bioc/html/GOSemSim.html. >>> GOSemSim: an R package for measuring semantic similarity among GO terms and gene products.

Topic

Ontology and terminology

Detail

  • Operation: Ontology comparison

  • Software interface: Command-line user interface;Library

  • Language: R

  • License: The Artistic License 2.0

  • Cost: Free

  • Version name: 2.24.0

  • Credit: National Key Technologies R&D Program for New Drugs, National Nature Science Foundation of China, National Science Fund for Distinguished Young Scholars.

  • Input: -

  • Output: -

  • Contact: Guangchuang Yu guangchuangyu@gmail.com

  • Collection: -

  • Maturity: Stable

Publications

  • GOSemSim: an R package for measuring semantic similarity among GO terms and gene products.
  • Yu G, et al. GOSemSim: an R package for measuring semantic similarity among GO terms and gene products. GOSemSim: an R package for measuring semantic similarity among GO terms and gene products. 2010; 26:976-8. doi: 10.1093/bioinformatics/btq064
  • https://doi.org/10.1093/bioinformatics/btq064
  • PMID: 20179076
  • PMC: -

Download and documentation


< Back to DB search