Splicing-associated chromatin signatures: a combinatorial and position-dependent role for histone marks in splicing definition

Autores
Agirre, E.; Oldfield, A. J.; Bellora, Nicolás; Segelle, A.; Luco, Reini F.
Año de publicación
2021
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
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.
Fil: Agirre, E.. Karolinska Huddinge Hospital. Karolinska Institutet; Suecia. Université de Montpellier; Francia
Fil: Oldfield, A. J.. Université de Montpellier; Francia
Fil: Bellora, Nicolás. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Patagonia Norte; Argentina. Comisión Nacional de Energía Atómica. Gerencia de Área de Aplicaciones de la Tecnología Nuclear. Instituto de Tecnologías Nucleares para la Salud; Argentina
Fil: Segelle, A.. Université de Montpellier; Francia
Fil: Luco, Reini F.. Université de Montpellier; Francia
Materia
ALTERNATIVE SPLICING
HISTONE POST-TRANSLATIONAL MODIFICATIONS
MACHINE LEARNING
COMPUTATIONAL GENOMICS
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/167757

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spelling Splicing-associated chromatin signatures: a combinatorial and position-dependent role for histone marks in splicing definitionAgirre, E.Oldfield, A. J.Bellora, NicolásSegelle, A.Luco, Reini F.ALTERNATIVE SPLICINGHISTONE POST-TRANSLATIONAL MODIFICATIONSMACHINE LEARNINGCOMPUTATIONAL GENOMICShttps://purl.org/becyt/ford/1.6https://purl.org/becyt/ford/1Alternative 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.Fil: Agirre, E.. Karolinska Huddinge Hospital. Karolinska Institutet; Suecia. Université de Montpellier; FranciaFil: Oldfield, A. J.. Université de Montpellier; FranciaFil: Bellora, Nicolás. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Patagonia Norte; Argentina. Comisión Nacional de Energía Atómica. Gerencia de Área de Aplicaciones de la Tecnología Nuclear. Instituto de Tecnologías Nucleares para la Salud; ArgentinaFil: Segelle, A.. Université de Montpellier; FranciaFil: Luco, Reini F.. Université de Montpellier; FranciaNature Research2021-12info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/167757Agirre, E.; Oldfield, A. J.; Bellora, Nicolás; Segelle, A.; Luco, Reini F.; Splicing-associated chromatin signatures: a combinatorial and position-dependent role for histone marks in splicing definition; Nature Research; Nature Communications; 12; 1; 12-2021; 1-162041-1723CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://www.nature.com/articles/s41467-021-20979-xinfo:eu-repo/semantics/altIdentifier/doi/10.1038/s41467-021-20979-xinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-03T09:57:21Zoai:ri.conicet.gov.ar:11336/167757instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-03 09:57:21.951CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv 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
spellingShingle Splicing-associated chromatin signatures: a combinatorial and position-dependent role for histone marks in splicing definition
Agirre, E.
ALTERNATIVE SPLICING
HISTONE POST-TRANSLATIONAL MODIFICATIONS
MACHINE LEARNING
COMPUTATIONAL GENOMICS
title_short 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_sort Splicing-associated chromatin signatures: a combinatorial and position-dependent role for histone marks in splicing definition
dc.creator.none.fl_str_mv Agirre, E.
Oldfield, A. J.
Bellora, Nicolás
Segelle, A.
Luco, Reini F.
author Agirre, E.
author_facet Agirre, E.
Oldfield, A. J.
Bellora, Nicolás
Segelle, A.
Luco, Reini F.
author_role author
author2 Oldfield, A. J.
Bellora, Nicolás
Segelle, A.
Luco, Reini F.
author2_role author
author
author
author
dc.subject.none.fl_str_mv ALTERNATIVE SPLICING
HISTONE POST-TRANSLATIONAL MODIFICATIONS
MACHINE LEARNING
COMPUTATIONAL GENOMICS
topic ALTERNATIVE SPLICING
HISTONE POST-TRANSLATIONAL MODIFICATIONS
MACHINE LEARNING
COMPUTATIONAL GENOMICS
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.6
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv 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.
Fil: Agirre, E.. Karolinska Huddinge Hospital. Karolinska Institutet; Suecia. Université de Montpellier; Francia
Fil: Oldfield, A. J.. Université de Montpellier; Francia
Fil: Bellora, Nicolás. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Patagonia Norte; Argentina. Comisión Nacional de Energía Atómica. Gerencia de Área de Aplicaciones de la Tecnología Nuclear. Instituto de Tecnologías Nucleares para la Salud; Argentina
Fil: Segelle, A.. Université de Montpellier; Francia
Fil: Luco, Reini F.. Université de Montpellier; Francia
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.
publishDate 2021
dc.date.none.fl_str_mv 2021-12
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/167757
Agirre, E.; Oldfield, A. J.; Bellora, Nicolás; Segelle, A.; Luco, Reini F.; Splicing-associated chromatin signatures: a combinatorial and position-dependent role for histone marks in splicing definition; Nature Research; Nature Communications; 12; 1; 12-2021; 1-16
2041-1723
CONICET Digital
CONICET
url http://hdl.handle.net/11336/167757
identifier_str_mv Agirre, E.; Oldfield, A. J.; Bellora, Nicolás; Segelle, A.; Luco, Reini F.; Splicing-associated chromatin signatures: a combinatorial and position-dependent role for histone marks in splicing definition; Nature Research; Nature Communications; 12; 1; 12-2021; 1-16
2041-1723
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
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info:eu-repo/semantics/altIdentifier/doi/10.1038/s41467-021-20979-x
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Nature Research
publisher.none.fl_str_mv Nature Research
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
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repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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