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Genome Res. 17:807-817, 2007 ©2007 by Cold Spring Harbor Laboratory Press; ISSN 1088-9051/07 $5.00 OPEN ACCESS ARTICLE Letter Identification of an OCT4 and SRY regulatory module using integrated computational and experimental genomics approaches1 Department of Pharmacology and the Genome Center, University of CaliforniaDavis, Davis, California 95616, USA; 2 NimbleGen Systems, Inc., Madison, Wisconsin 53711, USA
ChIP-chip studies have revealed that many in vivo binding sites have a weak match to the consensus sequence for the transcription factor being analyzed. Possible explanations for these observations include (1) the in vitro-derived consensus site does not represent the in vivo binding site and/or (2) the factor is recruited to a weak binding site via interaction with another protein. To address these possibilities, we developed an approach (ChIPMotifs) that incorporates a bootstrap resampling method to statistically infer the optimal cutoff threshold for a position weight matrix (PWM) of a motif identified from ChIP-chip data by ab initio motif discovery programs. Using OCT4 ChIP-chip data and the ChIPMotifs approach, we first developed a refined OCT4 PWM. We then used the refined PWM and a ChIPModules approach to identify transcription factors colocalizing with OCT4 in Ntera2 testicular embryonal carcinoma cells. We found that the consensus binding site for SRY, a transcription factor critical for testis development, colocalizes with the OCT4 PWM. To further characterize the relationship between OCT4 and SRY, we performed ChIP-chip experiments with human promoter microarrays, and found that 49% of the top
3 Corresponding author. E-mail pjfarnham{at}ucdavis.edu; fax (530) 754-9658. [Supplemental material is available online at www.genome.org. The OCT4, SRY, and KAP1 ChIP-chip data has been deposited in GSE6409.] Article is online at http://www.genome.org/cgi/doi/10.1101/gr.6006107
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