Revealing signaling pathway deregulation by using gene expression signatures and regulatory motif analysis

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Abstract

Gene expression signatures consisting of tens to hundreds of genes have been found to be informative for different biological states. Recently, many computational methods have been proposed for biological interpretation of such signatures. However, there is a lack of methods for identifying cell signaling pathways whose deregulation result in an observed expression signature. We present a strategy for identifying such signaling pathways and evaluate the strategy using six human and mouse gene expression signatures.

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  • Cancer and Oncology
Original languageEnglish
Article numberR77
JournalGenome Biology
Volume8
Issue number5
Publication statusPublished - 2007
Publication categoryResearch
Peer-reviewedYes