ArticleThe Journal of physiology2023
A molecular signature defining exercise adaptation with ageing and in vivo partial reprogramming in skeletal muscle.
Article in The Journal of physiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
26 citing papers in PubMed, 44 citations in OpenAlex.
- Ribosome dynamics during skeletal muscle repair and regeneration in mice and humans.American journal of physiology. Cell physiology · 2026Article
- Transient MYC Mimicking the Exercise Response Orchestrates Multifaceted Skeletal Muscle Adaptations.bioRxiv : the preprint server for biology · 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
- Combining DNA methylation features and clinical characteristics predicts ketamine treatment response for PTSD.iScience · 2026Article
- Regenerate to "Rejuvenate": Insights From Adult Resident Stem Cells of Aged Flatworms and Mice.Aging cell · 2025Review
- The Age-Dependent Resident Myonuclear Multi-Omic Response to a Skeletal Muscle Hypertrophic Stimulus.bioRxiv : the preprint server for biology · 2025Article
- Muscle memory of exercise optimizes mitochondrial metabolism to support skeletal muscle growth.American journal of physiology. Cell physiology · 2025Article
- Transcriptome Analysis of Differentially Expressed Genes and Molecular Pathways Involved in C2C12 Cells Myogenic Differentiation.Molecular biotechnology · 2025Article
- Organ Specificity and Commonality of Epigenetic Aging in Low- and High-Running Capacity Rats.Aging cell · 2025Observational
- Making sense of MYC in skeletal muscle: location, duration, and magnitude.American journal of physiology. Cell physiology · 2025Article
- Review
- Admixture and selection offer insights for the conservation and breeding of Guyuan cattle.BMC biology · 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
- Muscle fiber Myc is dispensable for muscle growth and its forced expression severely perturbs homeostasis.Nature communications · 2025Article
- A satellite cell-dependent epigenetic fingerprint in skeletal muscle identity genes after lifelong physical activity.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2025Article
- Research ofRegenerative therapy · 2025Review
- A primer on global molecular responses to exercise in skeletal muscle: Omics in focus.Journal of sport and health science · 2025Review
- Functional dissection of metabolic trait-associated gene regulation in steady state and stimulated human skeletal muscle cells.bioRxiv : the preprint server for biology · 2025Article
- Methylome-proteome integration after late-life voluntary exercise training reveals regulation and target information for improved skeletal muscle health.The Journal of physiology · 2025Article
Corrections and comments
- Commented on by
Authors and funding
17 authors at 5 institutions in 1 country.
Funding
Abstract
Exercise promotes functional improvements in aged tissues, but the extent to which it simulates partial molecular reprogramming is unknown. Using transcriptome profiling from (1) a skeletal muscle-specific in vivo Oct3/4, Klf4, Sox2 and Myc (OKSM) reprogramming-factor expression murine model; (2) an in vivo inducible muscle-specific Myc induction murine model; (3) a translatable high-volume hypertrophic exercise training approach in aged mice; and (4) human exercise muscle biopsies, we collectively defined exercise-induced genes that are common to partial reprogramming. Late-life exercise training lowered murine DNA methylation age according to several contemporary muscle-specific clocks. A comparison of the murine soleus transcriptome after late-life exercise training to the soleus transcriptome after OKSM induction revealed an overlapping signature that included higher JunB and Sun1. Also, within this signature, downregulation of specific mitochondrial and muscle-enriched genes was conserved in skeletal muscle of long-term exercise-trained humans; among these was muscle-specific Abra/Stars. Myc is the OKSM factor most induced by exercise in muscle and was elevated following exercise training in aged mice. A pulse of MYC rewired the global soleus muscle methylome, and the transcriptome after a MYC pulse partially recapitulated OKSM induction. A common signature also emerged in the murine MYC-controlled and exercise adaptation transcriptomes, including lower muscle-specific Melusin and reactive oxygen species-associated Romo1. With Myc, OKSM and exercise training in mice, as well habitual exercise in humans, the complex I accessory subunit Ndufb11 was lower; low Ndufb11 is linked to longevity in rodents. Collectively, exercise shares similarities with genetic in vivo partial reprogramming. KEY POINTS: Advances in the last decade related to cellular epigenetic reprogramming (e.g. DNA methylome remodelling) toward a pluripotent state via the Yamanaka transcription factors Oct3/4, Klf4, Sox2 and Myc (OKSM) provide a window into potential mechanisms for combatting the deleterious effects of cellular ageing. Using global gene expression analysis, we compared the effects of in vivo OKSM-mediated partial reprogramming in skeletal muscle fibres of mice to the effects of late-life murine exercise training in muscle. Myc is the Yamanaka factor most induced by exercise in skeletal muscle, and so we compared the MYC-controlled transcriptome in muscle to Yamanaka factor-mediated and exercise adaptation mRNA landscapes in mice and humans. A single pulse of MYC is sufficient to remodel the muscle methylome. We identify partial reprogramming-associated genes that are innately altered by exercise training and conserved in humans, and propose that MYC contributes to some of these responses.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.