4.7 Article

myMIR: a genome-wide microRNA targets identification and annotation tool

Journal

BRIEFINGS IN BIOINFORMATICS
Volume 12, Issue 6, Pages 588-600

Publisher

OXFORD UNIV PRESS
DOI: 10.1093/bib/bbr062

Keywords

miRNA; target prediction; annotations; bioinformatics tools; web site

Funding

  1. Doctorate School of Molecular Medicine, Universita degli Studi di Milano
  2. Italian projects CNR-Bioinformatics ITALBIONET [RBPR05ZK2Z]
  3. Flagship Initiative InterOmics
  4. Italian Ministry of Health -Young Investigator [GR-2007-682438]

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miRNA target genes prediction represents a crucial step in miRNAs functional characterization. In this context, the challenging issue remains predictions accuracy and recognition of false positive results. In this article myMIR, a web based system for increasing reliability of miRNAs predicted targets lists, is presented. myMIR implements an integrated pipeline for computing ranked miRNA::target lists and provides annotations for narrowing them down. The system relies on knowledge base data, suitably integrated in order to extend the functional characterization of targeted genes to miRNAs, by highlighting the search on over-represented annotation terms. Validation results show a dramatic reduction in the quantity of predictions and an increase in the sensitivity, when compared to other methods. This improves the predictions accuracy and allows the formulation of novel hypotheses on miRNAs functional involvement.

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