ArticleScientific reports2019
Comparative Transcriptome and Methylome Analysis in Human Skeletal Muscle Anabolism, Hypertrophy and Epigenetic Memory.
Article in Scientific reports, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05964920 (Does Human Skeletal Muscle Possess an Epigenetic Memory of Testosterone?), which is not on this map. Cited by 64 papers, 2 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Does Human Skeletal Muscle Possess an Epigenetic Memory of Testosterone?
Who cites it
64 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Influence of Resistance Training Variables to Improve Muscle Mass Outcomes in Sarcopenia: A Systematic Review With Meta-Regressions.Journal of cachexia, sarcopenia and muscle · 2025Pooled it
- Myonuclear permanence in skeletal muscle memory: a systematic review and meta-analysis of human and animal studies.Journal of cachexia, sarcopenia and muscle · 2022Pooled it
- Mechanical loading of bioengineered skeletal muscle in vitro recapitulates gene expression signatures of resistance exercise in vivo.Journal of cellular physiology · 2021Trial
- Muscle transcriptional networks linked to resistance exercise training hypertrophic response heterogeneity.Physiological genomics · 2021Trial
- Impact of a diet and activity health promotion intervention on regional patterns of DNA methylation.Clinical epigenetics · 2019Trial
- ACL injury reprograms quadriceps myonuclear epigenetic and transcriptional signatures in mice.Molecular medicine (Cambridge, Mass.) · 2026Article
- The Age-Dependent Resident Myonuclear Multi-Omic Response to an Acute Skeletal Muscle Hypertrophic Stimulus in Mice.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Repeated Disuse Atrophy Imprints a Molecular Memory in Skeletal Muscle: Transcriptional Resilience in Young Adults and Susceptibility in Aged Muscle.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Epigenetically Active Supplements and the Risk of Sports Injuries: Narrative Review from Molecular Mechanisms to Practical Implications.Nutrients · 2026Review
- Lactate as a metabolic-epigenetic signal linking high-intensity interval training (HIIT) to miRNA-Centered remodeling of the skeletal muscle methylome and transcriptome.Redox biology · 2025Article
- Exercise and Epigenetic Regulation in COPD: Current Evidence and Potential Mechanistic Pathways.International journal of molecular sciences · 2025Review
- The Age-Dependent Resident Myonuclear Multi-Omic Response to a Skeletal Muscle Hypertrophic Stimulus.bioRxiv : the preprint server for biology · 2025Article
- Alterations of the skeletal muscle nuclear proteome after acute exercise reveals a posttranscriptional influence.American journal of physiology. Cell physiology · 2025Article
- Integrated single-cell multiome analysis reveals muscle fiber-type gene regulatory circuitry modulated by endurance exercise.Genome research · 2025Article
- A history of omics discoveries reveals the correlates and mechanisms of loading-induced hypertrophy in adult skeletal muscle. 2024 CaMPS young investigator award invited review.American journal of physiology. Cell physiology · 2025Review
- Dnmt3a overexpression disrupts skeletal muscle homeostasis, promotes an aging-like phenotype, and reduces metabolic elasticity.iScience · 2025Article
- DNA hypermethylation preceded by H3K27 trimethylation is linked to downregulation of gene expression in disuse muscle atrophy in male mice.Physiological reports · 2025Article
- Physical exercise and epigenetic modifications in skeletal muscle, brain, and heart.Epigenetics & chromatin · 2025Review
- An Integrated Neuromuscular Training Intervention Applied in Primary School Induces Epigenetic Modifications in Disease-Related Genes: A Genome-Wide DNA Methylation Study.Scandinavian journal of medicine & science in sports · 2025Article
- Comparative analysis of acute eccentric contraction-induced changes to the skeletal muscle transcriptome in young and aged mice and humans.American journal of physiology. Regulatory, integrative and comparative physiology · 2025Article
4 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Transcriptome wide changes in human skeletal muscle after acute (anabolic) and chronic resistance exercise (RE) induced hypertrophy have been extensively determined in the literature. We have also recently undertaken DNA methylome analysis (850,000 + CpG sites) in human skeletal muscle after acute and chronic RE, detraining and retraining, where we identified an association between DNA methylation and epigenetic memory of exercise induced skeletal muscle hypertrophy. However, it is currently unknown as to whether all the genes identified in the transcriptome studies to date are also epigenetically regulated at the DNA level after acute, chronic or repeated RE exposure. We therefore aimed to undertake large scale bioinformatical analysis by pooling the publicly available transcriptome data after acute (110 samples) and chronic RE (181 samples) and comparing these large data sets with our genome-wide DNA methylation analysis in human skeletal muscle after acute and chronic RE, detraining and retraining. Indeed, after acute RE we identified 866 up- and 936 down-regulated genes at the expression level, with 270 (out of the 866 up-regulated) identified as being hypomethylated, and 216 (out of 936 downregulated) as hypermethylated. After chronic RE we identified 2,018 up- and 430 down-regulated genes with 592 (out of 2,018 upregulated) identified as being hypomethylated and 98 (out of 430 genes downregulated) as hypermethylated. After KEGG pathway analysis, genes associated with 'cancer' pathways were significantly enriched in both bioinformatic analysis of the pooled transcriptome and methylome datasets after both acute and chronic RE. This resulted in 23 (out of 69) and 28 (out of 49) upregulated and hypomethylated and 12 (out of 37) and 2 (out of 4) downregulated and hypermethylated 'cancer' genes following acute and chronic RE respectively. Within skeletal muscle tissue, these 'cancer' genes predominant functions were associated with matrix/actin structure and remodelling, mechano-transduction (e.g. PTK2/Focal Adhesion Kinase and Phospholipase D- following chronic RE), TGF-beta signalling and protein synthesis (e.g. GSK3B after acute RE). Interestingly, 51 genes were also identified to be up/downregulated in both the acute and chronic RE pooled transcriptome analysis as well as significantly hypo/hypermethylated after acute RE, chronic RE, detraining and retraining. Five genes; FLNB, MYH9, SRGAP1, SRGN, ZMIZ1 demonstrated increased gene expression in the acute and chronic RE transcriptome and also demonstrated hypomethylation in these conditions. Importantly, these 5 genes demonstrated retained hypomethylation even during detraining (following training induced hypertrophy) when exercise was ceased and lean mass returned to baseline (pre-training) levels, identifying them as genes associated with epigenetic memory in skeletal muscle. Importantly, for the first time across the transcriptome and epigenome combined, this study identifies novel differentially methylated genes associated with human skeletal muscle anabolism, hypertrophy and epigenetic memory.
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