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dc.contributor.authorKellis, Manolis
dc.contributor.authorErnst, Jason
dc.date.accessioned2013-12-13T15:15:20Z
dc.date.available2013-12-13T15:15:20Z
dc.date.issued2013-04
dc.date.submitted2012-06
dc.identifier.issn1088-9051
dc.identifier.urihttp://hdl.handle.net/1721.1/82918
dc.description.abstractThe regions bound by sequence-specific transcription factors can be highly variable across different cell types despite the static nature of the underlying genome sequence. This has been partly attributed to changes in chromatin accessibility, but a systematic picture has been hindered by the lack of large-scale data sets. Here, we use 456 binding experiments for 119 regulators and 84 chromatin maps generated by the ENCODE in six human cell types, and relate those to a global map of regulatory motif instances for these factors. We find specific and robust chromatin state preferences for each regulator beyond the previously reported open-chromatin association, suggesting a much richer chromatin landscape beyond simple accessibility. The preferentially bound chromatin states of regulators were enriched for sequence motifs of regulators relative to all states, suggesting that these preferences are at least partly encoded by the genomic sequence. Relative to all regions bound by a regulator, however, regulatory motifs were surprisingly depleted in the regulator's preferentially bound states, suggesting additional non-sequence-specific binding beyond the level predicted by the regulatory motifs. Such permissive binding was largely restricted to open-chromatin regions showing histone modification marks characteristic of active enhancer and promoter regions, whereas open-chromatin regions lacking such marks did not show permissive binding. Lastly, the vast majority of cobinding of regulator pairs is predicted by the chromatin state preferences of individual regulators. Overall, our results suggest a joint role of sequence motifs and specific chromatin states beyond mere accessibility in mediating regulator binding dynamics across different cell types.en_US
dc.description.sponsorshipNational Institutes of Health (U.S.) (Grant R01HG004037)en_US
dc.description.sponsorshipNational Institutes of Health (U.S.) (Grant RC1HG005334)en_US
dc.language.isoen_US
dc.publisherCold Spring Harbor Laboratory Pressen_US
dc.relation.isversionofhttp://dx.doi.org/10.1101/gr.144840.112en_US
dc.rights.urihttp://creativecommons.org/licenses/by-nc/3.0/en_US
dc.sourceCold Spring Harbor Laboratory Pressen_US
dc.titleInterplay between chromatin state, regulator binding, and regulatory motifs in six human cell typesen_US
dc.typeArticleen_US
dc.identifier.citationErnst, J., and M. Kellis. “Interplay between chromatin state, regulator binding, and regulatory motifs in six human cell types.” Genome Research 23, no. 7 (July 1, 2013): 1142-1154. © 2013, Published by Cold Spring Harbor Laboratory Pressen_US
dc.contributor.departmentMassachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratoryen_US
dc.contributor.departmentMassachusetts Institute of Technology. Department of Electrical Engineering and Computer Scienceen_US
dc.contributor.mitauthorKellis, Manolisen_US
dc.relation.journalGenome Researchen_US
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dspace.orderedauthorsErnst, J.; Kellis, M.en_US
mit.licensePUBLISHER_CCen_US
mit.metadata.statusComplete


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