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Splicing-associated chromatin signatures: a combinatorial and position-dependent role for histone marks in splicing definition
Alternative splicing relies on the combinatorial recruitment of splicing regulators to specific RNA binding sites. Chromatin has been shown to impact this recruitment. However, a limited number of histone marks have been studied at a global level. In this work, a machine learning approach, applied t...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7846797/ https://www.ncbi.nlm.nih.gov/pubmed/33514745 http://dx.doi.org/10.1038/s41467-021-20979-x |
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author | Agirre, E. Oldfield, A. J. Bellora, N. Segelle, A. Luco, R. F. |
author_facet | Agirre, E. Oldfield, A. J. Bellora, N. Segelle, A. Luco, R. F. |
author_sort | Agirre, E. |
collection | PubMed |
description | Alternative splicing relies on the combinatorial recruitment of splicing regulators to specific RNA binding sites. Chromatin has been shown to impact this recruitment. However, a limited number of histone marks have been studied at a global level. In this work, a machine learning approach, applied to extensive epigenomics datasets in human H1 embryonic stem cells and IMR90 foetal fibroblasts, has identified eleven chromatin modifications that differentially mark alternatively spliced exons depending on the level of exon inclusion. These marks act in a combinatorial and position-dependent way, creating characteristic splicing-associated chromatin signatures (SACS). In support of a functional role for SACS in coordinating splicing regulation, changes in the alternative splicing of SACS-marked exons between ten different cell lines correlate with changes in SACS enrichment levels and recruitment of the splicing regulators predicted by RNA motif search analysis. We propose the dynamic nature of chromatin modifications as a mechanism to rapidly fine-tune alternative splicing when necessary. |
format | Online Article Text |
id | pubmed-7846797 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-78467972021-02-08 Splicing-associated chromatin signatures: a combinatorial and position-dependent role for histone marks in splicing definition Agirre, E. Oldfield, A. J. Bellora, N. Segelle, A. Luco, R. F. Nat Commun Article Alternative splicing relies on the combinatorial recruitment of splicing regulators to specific RNA binding sites. Chromatin has been shown to impact this recruitment. However, a limited number of histone marks have been studied at a global level. In this work, a machine learning approach, applied to extensive epigenomics datasets in human H1 embryonic stem cells and IMR90 foetal fibroblasts, has identified eleven chromatin modifications that differentially mark alternatively spliced exons depending on the level of exon inclusion. These marks act in a combinatorial and position-dependent way, creating characteristic splicing-associated chromatin signatures (SACS). In support of a functional role for SACS in coordinating splicing regulation, changes in the alternative splicing of SACS-marked exons between ten different cell lines correlate with changes in SACS enrichment levels and recruitment of the splicing regulators predicted by RNA motif search analysis. We propose the dynamic nature of chromatin modifications as a mechanism to rapidly fine-tune alternative splicing when necessary. Nature Publishing Group UK 2021-01-29 /pmc/articles/PMC7846797/ /pubmed/33514745 http://dx.doi.org/10.1038/s41467-021-20979-x Text en © The Author(s) 2021 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 Agirre, E. Oldfield, A. J. Bellora, N. Segelle, A. Luco, R. F. Splicing-associated chromatin signatures: a combinatorial and position-dependent role for histone marks in splicing definition |
title | Splicing-associated chromatin signatures: a combinatorial and position-dependent role for histone marks in splicing definition |
title_full | Splicing-associated chromatin signatures: a combinatorial and position-dependent role for histone marks in splicing definition |
title_fullStr | Splicing-associated chromatin signatures: a combinatorial and position-dependent role for histone marks in splicing definition |
title_full_unstemmed | Splicing-associated chromatin signatures: a combinatorial and position-dependent role for histone marks in splicing definition |
title_short | Splicing-associated chromatin signatures: a combinatorial and position-dependent role for histone marks in splicing definition |
title_sort | splicing-associated chromatin signatures: a combinatorial and position-dependent role for histone marks in splicing definition |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7846797/ https://www.ncbi.nlm.nih.gov/pubmed/33514745 http://dx.doi.org/10.1038/s41467-021-20979-x |
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