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TranscriptomeBrowser: A Powerful and Flexible Toolbox to Explore Productively the Transcriptional Landscape of the Gene Expression Omnibus Database

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Listed:
  • Fabrice Lopez
  • Julien Textoris
  • Aurélie Bergon
  • Gilles Didier
  • Elisabeth Remy
  • Samuel Granjeaud
  • Jean Imbert
  • Catherine Nguyen
  • Denis Puthier

Abstract

Background: As public microarray repositories are constantly growing, we are facing the challenge of designing strategies to provide productive access to the available data. Methodology: We used a modified version of the Markov clustering algorithm to systematically extract clusters of co-regulated genes from hundreds of microarray datasets stored in the Gene Expression Omnibus database (n = 1,484). This approach led to the definition of 18,250 transcriptional signatures (TS) that were tested for functional enrichment using the DAVID knowledgebase. Over-representation of functional terms was found in a large proportion of these TS (84%). We developed a JAVA application, TBrowser that comes with an open plug-in architecture and whose interface implements a highly sophisticated search engine supporting several Boolean operators (http://tagc.univ-mrs.fr/tbrowser/). User can search and analyze TS containing a list of identifiers (gene symbols or AffyIDs) or associated with a set of functional terms. Conclusions/Significance: As proof of principle, TBrowser was used to define breast cancer cell specific genes and to detect chromosomal abnormalities in tumors. Finally, taking advantage of our large collection of transcriptional signatures, we constructed a comprehensive map that summarizes gene-gene co-regulations observed through all the experiments performed on HGU133A Affymetrix platform. We provide evidences that this map can extend our knowledge of cellular signaling pathways.

Suggested Citation

  • Fabrice Lopez & Julien Textoris & Aurélie Bergon & Gilles Didier & Elisabeth Remy & Samuel Granjeaud & Jean Imbert & Catherine Nguyen & Denis Puthier, 2008. "TranscriptomeBrowser: A Powerful and Flexible Toolbox to Explore Productively the Transcriptional Landscape of the Gene Expression Omnibus Database," PLOS ONE, Public Library of Science, vol. 3(12), pages 1-11, December.
  • Handle: RePEc:plo:pone00:0004001
    DOI: 10.1371/journal.pone.0004001
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    Cited by:

    1. Daniel Baron & Armelle Magot & Gérard Ramstein & Marja Steenman & Guillemette Fayet & Catherine Chevalier & Philippe Jourdon & Rémi Houlgatte & Frédérique Savagner & Yann Pereon, 2011. "Immune Response and Mitochondrial Metabolism Are Commonly Deregulated in DMD and Aging Skeletal Muscle," PLOS ONE, Public Library of Science, vol. 6(11), pages 1-11, November.

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