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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...

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Autores principales: Agirre, E., Oldfield, A. J., Bellora, N., Segelle, A., Luco, R. F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
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.
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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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