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
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/167757
Ver los metadatos del registro completo
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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 |
dc.relation.none.fl_str_mv |
info:eu-repo/semantics/altIdentifier/url/https://www.nature.com/articles/s41467-021-20979-x 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/ |
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openAccess |
rights_invalid_str_mv |
https://creativecommons.org/licenses/by/2.5/ar/ |
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application/pdf application/pdf |
dc.publisher.none.fl_str_mv |
Nature Research |
publisher.none.fl_str_mv |
Nature Research |
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Consejo Nacional de Investigaciones Científicas y Técnicas |
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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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