Computational identification of transcription factor binding sites by functional analysis of sets of genes sharing overrep-resen

Background: Transcriptional regulation is a key mechanism in the functioning of the cell, and is mostly effected through transcription factors binding to specific recognition motifs located upstream of the coding region of the regulated gene. The computational identification of such motifs is made easier by the fact that they often appear several times in the upstream region of the regulated genes, so that the number of occurrences of relevant motifs is often significantly larger than expected by pure chance. Results: To exploit this fact, we construct sets of genes characterized by the statistical overrepresentation of a certain motif in their upstream regions. Then we study the functional characterization of these sets by analyzing their annotation to Gene Ontology terms. For the sets showing a statistically significant specific functional characterization, we conjecture that the upstream motif characterizing the set is a binding site for a transcription factor involved in the regul...

• Type: Journal
• Year: 2004
• Where: BMCBI
• Authors: Davide Corà, Ferdinando Di Cunto, Paolo Provero, Lorenzo Silengo, Michele Caselle
• Keywords: BMCBI 2004, Regulated Gene, Transcription Factor, Upstream Regions