Nucleic Acids Research · 2007 · 345 citations · 25 references
Life SciencesBioinformaticsMolecular BiologyGenomicsPathway AnalysisProteomicsFunctional Enrichment AnalysisFunctional GenomicsGene Set Enrichment AnalysisEnrichment AnalysisGene Ontology AnalysisGene Ontology EnrichmentOver-representation AnalysisPathway Enrichment ScoringPathway Over-representation AnalysisProteomic Data AnalysisWeb Server Architecture
We present a comprehensive and efficient gene set analysis tool, called 'GeneTrail' that offers a rich functionality and is easy to use. Our web-based application facilitates the statistical evaluation of high-throughput genomic or proteomic data sets with respect to enrichment of functional categories. GeneTrail covers a wide variety of biological categories and pathways, among others KEGG, TRANSPATH, TRANSFAC, and GO. Our web server provides two common statistical approaches, 'Over-Representation Analysis' (ORA) comparing a reference set of genes to a test set, and 'Gene Set Enrichment Analysis' (GSEA) scoring sorted lists of genes. Besides other newly developed features, GeneTrail's statistics module includes a novel dynamic-programming algorithm that improves the P-value computation of GSEA methods considerably. GeneTrail is freely accessible at http://genetrail.bioinf.uni-sb.de.
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Gene Ontology: tool for the unification of biology
Michael Ashburner, Catherine A. Ball, Judith A. Blake et al. · Nature Genetics · 2000 · 44.6K citations · Full text
Nonparametric Statistical Methods
Technometrics · 1999 · 6.2K citations