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EviNet: a web platform for network enrichment analysis with flexible definition of gene sets. | LitMetric

AI Article Synopsis

  • - EviNet is a new web tool that allows users to easily perform network enrichment analysis on gene sets defined by experiments, offering greater flexibility in gene selection compared to traditional methods.
  • - It enables users to connect genes through various molecular mechanisms and can analyze very small gene sets, even down to individual genes, with strong statistical power.
  • - The tool provides quick results, usable in visual and tabular formats, while ensuring user privacy through separate project directories for uploaded data.

Article Abstract

The new web resource EviNet provides an easily run interface to network enrichment analysis for exploration of novel, experimentally defined gene sets. The major advantages of this analysis are (i) applicability to any genes found in the global network rather than only to those with pathway/ontology term annotations, (ii) ability to connect genes via different molecular mechanisms rather than within one high-throughput platform, and (iii) statistical power sufficient to detect enrichment of very small sets, down to individual genes. The users' gene sets are either defined prior to upload or derived interactively from an uploaded file by differential expression criteria. The pathways and networks used in the analysis can be chosen from the collection menu. The calculation is typically done within seconds or minutes and the stable URL is provided immediately. The results are presented in both visual (network graphs) and tabular formats using jQuery libraries. Uploaded data and analysis results are kept in separated project directories not accessible by other users. EviNet is available at https://www.evinet.org/.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6030852PMC
http://dx.doi.org/10.1093/nar/gky485DOI Listing

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