Cargando…
Chromatin interaction networks revealed unique connectivity patterns of broad H3K4me3 domains and super enhancers in 3D chromatin
Broad domain promoters and super enhancers are regulatory elements that govern cell-specific functions and harbor disease-associated sequence variants. These elements are characterized by distinct epigenomic profiles, such as expanded deposition of histone marks H3K27ac for super enhancers and H3K4m...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5663946/ https://www.ncbi.nlm.nih.gov/pubmed/29089515 http://dx.doi.org/10.1038/s41598-017-14389-7 |
_version_ | 1783274906220232704 |
---|---|
author | Thibodeau, Asa Márquez, Eladio J. Shin, Dong-Guk Vera-Licona, Paola Ucar, Duygu |
author_facet | Thibodeau, Asa Márquez, Eladio J. Shin, Dong-Guk Vera-Licona, Paola Ucar, Duygu |
author_sort | Thibodeau, Asa |
collection | PubMed |
description | Broad domain promoters and super enhancers are regulatory elements that govern cell-specific functions and harbor disease-associated sequence variants. These elements are characterized by distinct epigenomic profiles, such as expanded deposition of histone marks H3K27ac for super enhancers and H3K4me3 for broad domains, however little is known about how they interact with each other and the rest of the genome in three-dimensional chromatin space. Using network theory methods, we studied chromatin interactions between broad domains and super enhancers in three ENCODE cell lines (K562, MCF7, GM12878) obtained via ChIA-PET, Hi-C, and Hi-CHIP assays. In these networks, broad domains and super enhancers interact more frequently with each other compared to their typical counterparts. Network measures and graphlets revealed distinct connectivity patterns associated with these regulatory elements that are robust across cell types and alternative assays. Machine learning models showed that these connectivity patterns could effectively discriminate broad domains from typical promoters and super enhancers from typical enhancers. Finally, targets of broad domains in these networks were enriched in disease-causing SNPs of cognate cell types. Taken together these results suggest a robust and unique organization of the chromatin around broad domains and super enhancers: loci critical for pathologies and cell-specific functions. |
format | Online Article Text |
id | pubmed-5663946 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-56639462017-11-08 Chromatin interaction networks revealed unique connectivity patterns of broad H3K4me3 domains and super enhancers in 3D chromatin Thibodeau, Asa Márquez, Eladio J. Shin, Dong-Guk Vera-Licona, Paola Ucar, Duygu Sci Rep Article Broad domain promoters and super enhancers are regulatory elements that govern cell-specific functions and harbor disease-associated sequence variants. These elements are characterized by distinct epigenomic profiles, such as expanded deposition of histone marks H3K27ac for super enhancers and H3K4me3 for broad domains, however little is known about how they interact with each other and the rest of the genome in three-dimensional chromatin space. Using network theory methods, we studied chromatin interactions between broad domains and super enhancers in three ENCODE cell lines (K562, MCF7, GM12878) obtained via ChIA-PET, Hi-C, and Hi-CHIP assays. In these networks, broad domains and super enhancers interact more frequently with each other compared to their typical counterparts. Network measures and graphlets revealed distinct connectivity patterns associated with these regulatory elements that are robust across cell types and alternative assays. Machine learning models showed that these connectivity patterns could effectively discriminate broad domains from typical promoters and super enhancers from typical enhancers. Finally, targets of broad domains in these networks were enriched in disease-causing SNPs of cognate cell types. Taken together these results suggest a robust and unique organization of the chromatin around broad domains and super enhancers: loci critical for pathologies and cell-specific functions. Nature Publishing Group UK 2017-10-31 /pmc/articles/PMC5663946/ /pubmed/29089515 http://dx.doi.org/10.1038/s41598-017-14389-7 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Thibodeau, Asa Márquez, Eladio J. Shin, Dong-Guk Vera-Licona, Paola Ucar, Duygu Chromatin interaction networks revealed unique connectivity patterns of broad H3K4me3 domains and super enhancers in 3D chromatin |
title | Chromatin interaction networks revealed unique connectivity patterns of broad H3K4me3 domains and super enhancers in 3D chromatin |
title_full | Chromatin interaction networks revealed unique connectivity patterns of broad H3K4me3 domains and super enhancers in 3D chromatin |
title_fullStr | Chromatin interaction networks revealed unique connectivity patterns of broad H3K4me3 domains and super enhancers in 3D chromatin |
title_full_unstemmed | Chromatin interaction networks revealed unique connectivity patterns of broad H3K4me3 domains and super enhancers in 3D chromatin |
title_short | Chromatin interaction networks revealed unique connectivity patterns of broad H3K4me3 domains and super enhancers in 3D chromatin |
title_sort | chromatin interaction networks revealed unique connectivity patterns of broad h3k4me3 domains and super enhancers in 3d chromatin |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5663946/ https://www.ncbi.nlm.nih.gov/pubmed/29089515 http://dx.doi.org/10.1038/s41598-017-14389-7 |
work_keys_str_mv | AT thibodeauasa chromatininteractionnetworksrevealeduniqueconnectivitypatternsofbroadh3k4me3domainsandsuperenhancersin3dchromatin AT marquezeladioj chromatininteractionnetworksrevealeduniqueconnectivitypatternsofbroadh3k4me3domainsandsuperenhancersin3dchromatin AT shindongguk chromatininteractionnetworksrevealeduniqueconnectivitypatternsofbroadh3k4me3domainsandsuperenhancersin3dchromatin AT veraliconapaola chromatininteractionnetworksrevealeduniqueconnectivitypatternsofbroadh3k4me3domainsandsuperenhancersin3dchromatin AT ucarduygu chromatininteractionnetworksrevealeduniqueconnectivitypatternsofbroadh3k4me3domainsandsuperenhancersin3dchromatin |