Cited by 139Epigenetics and DNA MethylationMuscle Physiology and DisordersGenomics and Chromatin Dynamics

DNA methylation across the genome in aged human skeletal muscle tissue and muscle-derived cells: The role of HOX genes and physical activity

Open access
Turner, D. C., Gorski, P. P., Maasar, M. F., Seaborne, R. A., Baumert, P., Brown, A. D., Kitchen, M. O., Erskine, R. M. +14 more·2020·Scientific Reports

Published version of a preprint

Abstract

Skeletal muscle tissue demonstrates global hypermethylation with age. However, methylome changes across the time-course of differentiation in aged human muscle derived cells, and larger coverage arrays in aged muscle tissue have not been undertaken. Using 850K DNA methylation arrays we compared the methylomes of young (27 ± 4.4 years) and aged (83 ± 4 years) human skeletal muscle and that of young/aged heterogenous muscle-derived human primary cells (HDMCs) over several time points of differentiation (0, 72 h, 7, 10 days). Aged muscle tissue was hypermethylated compared with young tissue, enriched for; pathways-in-cancer (including; focal adhesion, MAPK signaling, PI3K-Akt-mTOR signaling, p53 signaling, Jak-STAT signaling, TGF-beta and notch signaling), rap1-signaling, axon-guidance and hippo-signalling. Aged cells also demonstrated a hypermethylated profile in pathways; axon-guidance, adherens-junction and calcium-signaling, particularly at later timepoints of myotube formation, corresponding with reduced morphological differentiation and reductions in MyoD/Myogenin gene expression compared with young cells. While young cells showed little alterations in DNA methylation during differentiation, aged cells demonstrated extensive and significantly altered DNA methylation, particularly at 7 days of differentiation and most notably in focal adhesion and PI3K-AKT signalling pathways. While the methylomes were vastly different between muscle tissue and HDMCs, we identified a small number of CpG sites showing a hypermethylated state with age, in both muscle tissue and cells on genes KIF15, DYRK2, FHL2, MRPS33, ABCA17P. Most notably, differential methylation analysis of chromosomal regions identified three locations containing enrichment of 6-8 CpGs in the HOX family of genes altered with age. With HOXD10, HOXD9, HOXD8, HOXA3, HOXC9, HOXB1, HOXB3, HOXC-AS2 and HOXC10 all hypermethylated in aged tissue. In aged cells the same HOX genes (and additionally HOXC-AS3) displayed the most variable methylation at 7 days of differentiation versus young cells, with HOXD8, HOXC9, HOXB1 and HOXC-AS3 hypermethylated and HOXC10 and HOXC-AS2 hypomethylated. We also determined that there was an inverse relationship between DNA methylation and gene expression for HOXB1, HOXA3 and HOXC-AS3. Finally, increased physical activity in young adults was associated with oppositely regulating HOXB1 and HOXA3 methylation compared with age. Overall, we demonstrate that a considerable number of HOX genes are differentially epigenetically regulated in aged human skeletal muscle and HDMCs and increased physical activity may help prevent age-related epigenetic changes in these HOX genes.

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  • This hypomethylated signature was preserved even after weeks of total detraining and macroscopic atrophy.

    “Crucially, this hypomethylated signature was preserved even after weeks of total detraining and macroscopic atrophy [119,120].”

    From Ribosome Biogenesis as a Putative Bottleneck to Skeletal Muscle Hypertrophy: Mechanisms, Human Evidence, and Practical Modulators (2026) · cites this paper as [120]

    The Discussion (page unavailable) reports that hypomethylation at one HOXA3 site persisted during detraining and that DNA-methylation changes have been observed after muscle growth followed by muscle loss. It does not establish that a broader hypomethylated signature persisted through weeks of total detraining and macroscopic atrophy. (LLM, conf=0.83)

    Experimental — accuracy not yet measured
  • The rDNA promoters appeared to remain structurally "open" and biochemically primed for Pol I initiation.

    “The rDNA promoters appeared to remain structurally “open” and biochemically primed for Pol I initiation [118,120].”

    From Ribosome Biogenesis as a Putative Bottleneck to Skeletal Muscle Hypertrophy: Mechanisms, Human Evidence, and Practical Modulators (2026) · cites this paper as [120]

    The Results passage on aged muscle cells reports DNA-methylation differences, and the Methods passage describes PCR analysis of muscle-related genes; neither addresses rDNA promoter structure or Pol I initiation. Searches for rDNA promoters, chromatin accessibility, and RNA polymerase I found no passage in our copy supporting the claim. Page numbers were unavailable. (LLM, conf=0.76)

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References 89 · Cited by 139

Authors
Turner, D. C., Gorski, P. P., Maasar, M. F., Seaborne, R. A., Baumert, P., Brown, A. D., Kitchen, M. O., Erskine, R. M., Dos-Remedios, I., Voisin, S., Eynon, N., Sultanov, R. I., Borisov, O. V., Larin, A. K., Semenova, E. A., Popov, D. V., Generozov, E. V., Stewart, C. E., Drust, B., Owens, D. J., Ahmetov, I. I., & Sharples, A. P.
Affiliations
  • Keele University (GB)
  • Liverpool John Moores University (GB)
  • Queen Mary University of London (GB)
  • Technical University of Munich (DE)
  • University College London (GB)
  • University Hospitals of North Midlands NHS Trust (GB)
  • Victoria University (AU)
  • University Hospital Bonn (DE)
  • Federal Research and Clinical Center of Physical-Chemical Medicine named after Y.M. Lopukhin (RU)
  • University of Birmingham (GB)
  • Plekhanov Russian University of Economics (RU)
Corresponding author
  • Ahmetov, I. I.
  • Sharples, A. P.
Venue
Scientific Reports
Published
2020-09-21
Volume
10
Issue
1
Pages
15360-15360
ISSN
2045-2322 (ISSN-L)
OpenAlex
W3087549464
Cited by
139
References
89
Citations by year
2026: 22 · 2025: 27 · 2024: 32 · 2023: 14 · 2022: 15 · 2021: 25 · 2020: 4
FWCI
4.70
Type
journal article
Language
en
Open access
Locations
  • Scientific Reports (publishedVersion, cc-by)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Liverpool John Moores University (acceptedVersion)
  • Keele Research Repository (Keele University) (submittedVersion, cc-by)
  • Victoria University Research Repository (Victoria University) (submittedVersion, cc-by)
  • FreiDok plus (Universitätsbibliothek Freiburg) (submittedVersion)
  • mediaTUM – the media and publications repository of the Technical University Munich (Technical University Munich) (submittedVersion, other-oa)
  • NORA - Norwegian Open Research Archives (submittedVersion, cc-by)
  • University of Birmingham Research Portal (University of Birmingham) (submittedVersion, other-oa)
Funders
  • Liverpool John Moores University
  • Keele University
  • Russian Science Foundation (17‐15‐01436)
  • Majlis Amanah Rakyat
  • Norges Idrettshøgskole
  • Medical Research Council
  • Engineering and Physical Sciences Research Council
  • NIH Clinical Center
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Muscle Physiology and Disorders
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
Keywords
DNA methylation, skeletal muscle aging, muscle-derived cells, myotube differentiation, Hox genes, physical activity, epigenetic aging, PI3K/Akt signaling, focal adhesions, myogenesis, HOXD8, HOXC9, Hoxb1, HOXC10, KIF15, DYRK2, FHL2
MeSH terms
Adult, Aged, 80 and over, Female, Genes, Homeobox, Humans, Male, Signal Transduction, Exercise, Gene Expression, Genome, Human, Muscle, Skeletal, CpG Islands, DNA Methylation, Muscle Cells, Epigenesis, Genetic, Epigenomics

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