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Transcriptional decomposition reveals active chromatin architectures and cell specific regulatory interactions

Transcriptional regulation is tightly coupled with chromosomal positioning and three-dimensional chromatin architecture. However, it is unclear what proportion of transcriptional activity is reflecting such organisation, how much can be informed by RNA expression alone and how this impacts disease....

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Autores principales: Rennie, Sarah, Dalby, Maria, van Duin, Lucas, Andersson, Robin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5799294/
https://www.ncbi.nlm.nih.gov/pubmed/29402885
http://dx.doi.org/10.1038/s41467-017-02798-1
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author Rennie, Sarah
Dalby, Maria
van Duin, Lucas
Andersson, Robin
author_facet Rennie, Sarah
Dalby, Maria
van Duin, Lucas
Andersson, Robin
author_sort Rennie, Sarah
collection PubMed
description Transcriptional regulation is tightly coupled with chromosomal positioning and three-dimensional chromatin architecture. However, it is unclear what proportion of transcriptional activity is reflecting such organisation, how much can be informed by RNA expression alone and how this impacts disease. Here, we develop a computational transcriptional decomposition approach separating the proportion of expression associated with genome organisation from independent effects not directly related to genomic positioning. We show that positionally attributable expression accounts for a considerable proportion of total levels and is highly informative of topological associating domain activities and organisation, revealing boundaries and chromatin compartments. Furthermore, expression data alone accurately predict individual enhancer–promoter interactions, drawing features from expression strength, stabilities, insulation and distance. We characterise predictions in 76 human cell types, observing extensive sharing of domains, yet highly cell-type-specific enhancer–promoter interactions and strong enrichments in relevant trait-associated variants. Overall, our work demonstrates a close relationship between transcription and chromatin architecture.
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spelling pubmed-57992942018-02-08 Transcriptional decomposition reveals active chromatin architectures and cell specific regulatory interactions Rennie, Sarah Dalby, Maria van Duin, Lucas Andersson, Robin Nat Commun Article Transcriptional regulation is tightly coupled with chromosomal positioning and three-dimensional chromatin architecture. However, it is unclear what proportion of transcriptional activity is reflecting such organisation, how much can be informed by RNA expression alone and how this impacts disease. Here, we develop a computational transcriptional decomposition approach separating the proportion of expression associated with genome organisation from independent effects not directly related to genomic positioning. We show that positionally attributable expression accounts for a considerable proportion of total levels and is highly informative of topological associating domain activities and organisation, revealing boundaries and chromatin compartments. Furthermore, expression data alone accurately predict individual enhancer–promoter interactions, drawing features from expression strength, stabilities, insulation and distance. We characterise predictions in 76 human cell types, observing extensive sharing of domains, yet highly cell-type-specific enhancer–promoter interactions and strong enrichments in relevant trait-associated variants. Overall, our work demonstrates a close relationship between transcription and chromatin architecture. Nature Publishing Group UK 2018-02-05 /pmc/articles/PMC5799294/ /pubmed/29402885 http://dx.doi.org/10.1038/s41467-017-02798-1 Text en © The Author(s) 2018 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
Rennie, Sarah
Dalby, Maria
van Duin, Lucas
Andersson, Robin
Transcriptional decomposition reveals active chromatin architectures and cell specific regulatory interactions
title Transcriptional decomposition reveals active chromatin architectures and cell specific regulatory interactions
title_full Transcriptional decomposition reveals active chromatin architectures and cell specific regulatory interactions
title_fullStr Transcriptional decomposition reveals active chromatin architectures and cell specific regulatory interactions
title_full_unstemmed Transcriptional decomposition reveals active chromatin architectures and cell specific regulatory interactions
title_short Transcriptional decomposition reveals active chromatin architectures and cell specific regulatory interactions
title_sort transcriptional decomposition reveals active chromatin architectures and cell specific regulatory interactions
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5799294/
https://www.ncbi.nlm.nih.gov/pubmed/29402885
http://dx.doi.org/10.1038/s41467-017-02798-1
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