Cargando…

An integrative analysis reveals coordinated reprogramming of the epigenome and the transcriptome in human skeletal muscle after training

Regular endurance exercise training induces beneficial functional and health effects in human skeletal muscle. The putative contribution to the training response of the epigenome as a mediator between genes and environment has not been clarified. Here we investigated the contribution of DNA methylat...

Descripción completa

Detalles Bibliográficos
Autores principales: Lindholm, Maléne E, Marabita, Francesco, Gomez-Cabrero, David, Rundqvist, Helene, Ekström, Tomas J, Tegnér, Jesper, Sundberg, Carl Johan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4622000/
https://www.ncbi.nlm.nih.gov/pubmed/25484259
http://dx.doi.org/10.4161/15592294.2014.982445
_version_ 1782397530204536832
author Lindholm, Maléne E
Marabita, Francesco
Gomez-Cabrero, David
Rundqvist, Helene
Ekström, Tomas J
Tegnér, Jesper
Sundberg, Carl Johan
author_facet Lindholm, Maléne E
Marabita, Francesco
Gomez-Cabrero, David
Rundqvist, Helene
Ekström, Tomas J
Tegnér, Jesper
Sundberg, Carl Johan
author_sort Lindholm, Maléne E
collection PubMed
description Regular endurance exercise training induces beneficial functional and health effects in human skeletal muscle. The putative contribution to the training response of the epigenome as a mediator between genes and environment has not been clarified. Here we investigated the contribution of DNA methylation and associated transcriptomic changes in a well-controlled human intervention study. Training effects were mirrored by significant alterations in DNA methylation and gene expression in regions with a homogeneous muscle energetics and remodeling ontology. Moreover, a signature of DNA methylation and gene expression separated the samples based on training and gender. Differential DNA methylation was predominantly observed in enhancers, gene bodies and intergenic regions and less in CpG islands or promoters. We identified transcriptional regulator binding motifs of MRF, MEF2 and ETS proteins in the proximity of the changing sites. A transcriptional network analysis revealed modules harboring distinct ontologies and, interestingly, the overall direction of the changes of methylation within each module was inversely correlated to expression changes. In conclusion, we show that highly consistent and associated modifications in methylation and expression, concordant with observed health-enhancing phenotypic adaptations, are induced by a physiological stimulus.
format Online
Article
Text
id pubmed-4622000
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher Taylor & Francis
record_format MEDLINE/PubMed
spelling pubmed-46220002015-12-07 An integrative analysis reveals coordinated reprogramming of the epigenome and the transcriptome in human skeletal muscle after training Lindholm, Maléne E Marabita, Francesco Gomez-Cabrero, David Rundqvist, Helene Ekström, Tomas J Tegnér, Jesper Sundberg, Carl Johan Epigenetics Research Papers Regular endurance exercise training induces beneficial functional and health effects in human skeletal muscle. The putative contribution to the training response of the epigenome as a mediator between genes and environment has not been clarified. Here we investigated the contribution of DNA methylation and associated transcriptomic changes in a well-controlled human intervention study. Training effects were mirrored by significant alterations in DNA methylation and gene expression in regions with a homogeneous muscle energetics and remodeling ontology. Moreover, a signature of DNA methylation and gene expression separated the samples based on training and gender. Differential DNA methylation was predominantly observed in enhancers, gene bodies and intergenic regions and less in CpG islands or promoters. We identified transcriptional regulator binding motifs of MRF, MEF2 and ETS proteins in the proximity of the changing sites. A transcriptional network analysis revealed modules harboring distinct ontologies and, interestingly, the overall direction of the changes of methylation within each module was inversely correlated to expression changes. In conclusion, we show that highly consistent and associated modifications in methylation and expression, concordant with observed health-enhancing phenotypic adaptations, are induced by a physiological stimulus. Taylor & Francis 2014-12-07 /pmc/articles/PMC4622000/ /pubmed/25484259 http://dx.doi.org/10.4161/15592294.2014.982445 Text en © 2014 The Author(s). Published with license by Taylor & Francis Group, LLC http://creativecommons.org/licenses/by-nc/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution-Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. The moral rights of the named author(s) have been asserted.
spellingShingle Research Papers
Lindholm, Maléne E
Marabita, Francesco
Gomez-Cabrero, David
Rundqvist, Helene
Ekström, Tomas J
Tegnér, Jesper
Sundberg, Carl Johan
An integrative analysis reveals coordinated reprogramming of the epigenome and the transcriptome in human skeletal muscle after training
title An integrative analysis reveals coordinated reprogramming of the epigenome and the transcriptome in human skeletal muscle after training
title_full An integrative analysis reveals coordinated reprogramming of the epigenome and the transcriptome in human skeletal muscle after training
title_fullStr An integrative analysis reveals coordinated reprogramming of the epigenome and the transcriptome in human skeletal muscle after training
title_full_unstemmed An integrative analysis reveals coordinated reprogramming of the epigenome and the transcriptome in human skeletal muscle after training
title_short An integrative analysis reveals coordinated reprogramming of the epigenome and the transcriptome in human skeletal muscle after training
title_sort integrative analysis reveals coordinated reprogramming of the epigenome and the transcriptome in human skeletal muscle after training
topic Research Papers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4622000/
https://www.ncbi.nlm.nih.gov/pubmed/25484259
http://dx.doi.org/10.4161/15592294.2014.982445
work_keys_str_mv AT lindholmmalenee anintegrativeanalysisrevealscoordinatedreprogrammingoftheepigenomeandthetranscriptomeinhumanskeletalmuscleaftertraining
AT marabitafrancesco anintegrativeanalysisrevealscoordinatedreprogrammingoftheepigenomeandthetranscriptomeinhumanskeletalmuscleaftertraining
AT gomezcabrerodavid anintegrativeanalysisrevealscoordinatedreprogrammingoftheepigenomeandthetranscriptomeinhumanskeletalmuscleaftertraining
AT rundqvisthelene anintegrativeanalysisrevealscoordinatedreprogrammingoftheepigenomeandthetranscriptomeinhumanskeletalmuscleaftertraining
AT ekstromtomasj anintegrativeanalysisrevealscoordinatedreprogrammingoftheepigenomeandthetranscriptomeinhumanskeletalmuscleaftertraining
AT tegnerjesper anintegrativeanalysisrevealscoordinatedreprogrammingoftheepigenomeandthetranscriptomeinhumanskeletalmuscleaftertraining
AT sundbergcarljohan anintegrativeanalysisrevealscoordinatedreprogrammingoftheepigenomeandthetranscriptomeinhumanskeletalmuscleaftertraining
AT lindholmmalenee integrativeanalysisrevealscoordinatedreprogrammingoftheepigenomeandthetranscriptomeinhumanskeletalmuscleaftertraining
AT marabitafrancesco integrativeanalysisrevealscoordinatedreprogrammingoftheepigenomeandthetranscriptomeinhumanskeletalmuscleaftertraining
AT gomezcabrerodavid integrativeanalysisrevealscoordinatedreprogrammingoftheepigenomeandthetranscriptomeinhumanskeletalmuscleaftertraining
AT rundqvisthelene integrativeanalysisrevealscoordinatedreprogrammingoftheepigenomeandthetranscriptomeinhumanskeletalmuscleaftertraining
AT ekstromtomasj integrativeanalysisrevealscoordinatedreprogrammingoftheepigenomeandthetranscriptomeinhumanskeletalmuscleaftertraining
AT tegnerjesper integrativeanalysisrevealscoordinatedreprogrammingoftheepigenomeandthetranscriptomeinhumanskeletalmuscleaftertraining
AT sundbergcarljohan integrativeanalysisrevealscoordinatedreprogrammingoftheepigenomeandthetranscriptomeinhumanskeletalmuscleaftertraining