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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2014
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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 |
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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 |
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