Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Diamanti, Klev, Umer, Husen M., Kruczyk, Marcin, Dąbrowski, Michał J., Cavalli, Marco, Wadelius, Claes, Komorowski, Jan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2016
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
_version_ 1782466169963282432
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
work_keys_str_mv AT diamantiklev mapsofcontextdependentputativeregulatoryregionsandgenomicsignalinteractions
AT umerhusenm mapsofcontextdependentputativeregulatoryregionsandgenomicsignalinteractions
AT kruczykmarcin mapsofcontextdependentputativeregulatoryregionsandgenomicsignalinteractions
AT dabrowskimichałj mapsofcontextdependentputativeregulatoryregionsandgenomicsignalinteractions
AT cavallimarco mapsofcontextdependentputativeregulatoryregionsandgenomicsignalinteractions
AT wadeliusclaes mapsofcontextdependentputativeregulatoryregionsandgenomicsignalinteractions
AT komorowskijan mapsofcontextdependentputativeregulatoryregionsandgenomicsignalinteractions