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Maps of context-dependent putative regulatory regions and genomic signal interactions
Gene transcription is regulated mainly by transcription factors (TFs). ENCODE and Roadmap Epigenomics provide global binding profiles of TFs, which can be used to identify regulatory regions. To this end we implemented a method to systematically construct cell-type and species-specific maps of regul...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5100580/ https://www.ncbi.nlm.nih.gov/pubmed/27625394 http://dx.doi.org/10.1093/nar/gkw800 |
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author | Diamanti, Klev Umer, Husen M. Kruczyk, Marcin Dąbrowski, Michał J. Cavalli, Marco Wadelius, Claes Komorowski, Jan |
author_facet | Diamanti, Klev Umer, Husen M. Kruczyk, Marcin Dąbrowski, Michał J. Cavalli, Marco Wadelius, Claes Komorowski, Jan |
author_sort | Diamanti, Klev |
collection | PubMed |
description | Gene transcription is regulated mainly by transcription factors (TFs). ENCODE and Roadmap Epigenomics provide global binding profiles of TFs, which can be used to identify regulatory regions. To this end we implemented a method to systematically construct cell-type and species-specific maps of regulatory regions and TF–TF interactions. We illustrated the approach by developing maps for five human cell-lines and two other species. We detected ∼144k putative regulatory regions among the human cell-lines, with the majority of them being ∼300 bp. We found ∼20k putative regulatory elements in the ENCODE heterochromatic domains suggesting a large regulatory potential in the regions presumed transcriptionally silent. Among the most significant TF interactions identified in the heterochromatic regions were CTCF and the cohesin complex, which is in agreement with previous reports. Finally, we investigated the enrichment of the obtained putative regulatory regions in the 3D chromatin domains. More than 90% of the regions were discovered in the 3D contacting domains. We found a significant enrichment of GWAS SNPs in the putative regulatory regions. These significant enrichments provide evidence that the regulatory regions play a crucial role in the genomic structural stability. Additionally, we generated maps of putative regulatory regions for prostate and colorectal cancer human cell-lines. |
format | Online Article Text |
id | pubmed-5100580 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-51005802016-11-10 Maps of context-dependent putative regulatory regions and genomic signal interactions Diamanti, Klev Umer, Husen M. Kruczyk, Marcin Dąbrowski, Michał J. Cavalli, Marco Wadelius, Claes Komorowski, Jan Nucleic Acids Res Computational Biology Gene transcription is regulated mainly by transcription factors (TFs). ENCODE and Roadmap Epigenomics provide global binding profiles of TFs, which can be used to identify regulatory regions. To this end we implemented a method to systematically construct cell-type and species-specific maps of regulatory regions and TF–TF interactions. We illustrated the approach by developing maps for five human cell-lines and two other species. We detected ∼144k putative regulatory regions among the human cell-lines, with the majority of them being ∼300 bp. We found ∼20k putative regulatory elements in the ENCODE heterochromatic domains suggesting a large regulatory potential in the regions presumed transcriptionally silent. Among the most significant TF interactions identified in the heterochromatic regions were CTCF and the cohesin complex, which is in agreement with previous reports. Finally, we investigated the enrichment of the obtained putative regulatory regions in the 3D chromatin domains. More than 90% of the regions were discovered in the 3D contacting domains. We found a significant enrichment of GWAS SNPs in the putative regulatory regions. These significant enrichments provide evidence that the regulatory regions play a crucial role in the genomic structural stability. Additionally, we generated maps of putative regulatory regions for prostate and colorectal cancer human cell-lines. Oxford University Press 2016-11-02 2016-09-12 /pmc/articles/PMC5100580/ /pubmed/27625394 http://dx.doi.org/10.1093/nar/gkw800 Text en © The Author(s) 2016. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Computational Biology Diamanti, Klev Umer, Husen M. Kruczyk, Marcin Dąbrowski, Michał J. Cavalli, Marco Wadelius, Claes Komorowski, Jan Maps of context-dependent putative regulatory regions and genomic signal interactions |
title | Maps of context-dependent putative regulatory regions and genomic signal interactions |
title_full | Maps of context-dependent putative regulatory regions and genomic signal interactions |
title_fullStr | Maps of context-dependent putative regulatory regions and genomic signal interactions |
title_full_unstemmed | Maps of context-dependent putative regulatory regions and genomic signal interactions |
title_short | Maps of context-dependent putative regulatory regions and genomic signal interactions |
title_sort | maps of context-dependent putative regulatory regions and genomic signal interactions |
topic | Computational Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5100580/ https://www.ncbi.nlm.nih.gov/pubmed/27625394 http://dx.doi.org/10.1093/nar/gkw800 |
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