ArticleJournal of applied physiology (Bethesda, Md. : 1985)2011
A transcriptional map of the impact of endurance exercise training on skeletal muscle phenotype.
Article in Journal of applied physiology (Bethesda, Md. : 1985), 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03800342 (Recovery, Fatigability, and Proteomic Response to Aerobic Exercise Training in Healthy Individuals), which is not on this map. Cited by 128 papers, 4 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.
Recovery, Fatigability, and Proteomic Response to Aerobic Exercise Training in Healthy Individuals
Who cites it
128 citing papers in PubMed, 4 syntheses or guidelines pooled it, 257 citations in OpenAlex.
- MicroRNAs in obesity, sarcopenia, and commonalities for sarcopenic obesity: a systematic review.Journal of cachexia, sarcopenia and muscle · 2022Pooled it
- Time trajectories in the transcriptomic response to exercise - a meta-analysis.Nature communications · 2021Pooled it
- Transcriptomic profiling of skeletal muscle adaptations to exercise and inactivity.Nature communications · 2020Pooled it
- Epigenetic changes in healthy human skeletal muscle following exercise- a systematic review.Epigenetics · 2019Pooled it
- Skeletal Muscle MicroRNA Patterns in Response to a Single Bout of Exercise in Females: Biomarkers for Subsequent Training Adaptation?Biomolecules · 2023Trial
- Molecular Transducers of Human Skeletal Muscle Remodeling under Different Loading States.Cell reports · 2020Trial
- Impact of protein supplementation during endurance training on changes in skeletal muscle transcriptome.BMC genomics · 2020Trial
- The impact of postexercise essential amino acid ingestion on the ubiquitin proteasome and autophagosomal-lysosomal systems in skeletal muscle of older men.Journal of applied physiology (Bethesda, Md. : 1985) · 2017Trial
- Genetic modifiers of cardiorespiratory fitness response to lifestyle intervention.Medicine and science in sports and exercise · 2014Trial
- Pancreatic β-cell function is a stronger predictor of changes in glycemic control after an aerobic exercise intervention than insulin sensitivity.The Journal of clinical endocrinology and metabolism · 2013Trial
- Review
- Article
- Integrative bioinformatic analysis identifies an extracellular matrix gene signature linked to muscle adaptation to endurance and resistance training.Physiological reports · 2026Article
- Dietary restriction and aerobic exercise alleviate obesity-related skeletal muscle impairment via the miR-130/PPARγ axis and IGF-1/Akt/mTOR signaling activation.Scientific reports · 2026Article
- Equine MicroRNAs: Performance, Reproduction, and Disease.MicroRNA (Shariqah, United Arab Emirates) · 2026Review
- Transcriptomic analysis reveals the impact of concurrent, resistance, and endurance training on skeletal muscle.PloS one · 2026Article
- Biomarkers of Insulin Resistance and Their Performance as Predictors of Treatment Response in Overweight Adults.The Journal of clinical endocrinology and metabolism · 2025Article
- Skeletal Muscle Mitochondria Contain Nuclear-Encoded RNA Species Prior to and Following Adaptation to Exercise Training in Rats.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2025Article
- MicroRNAs at the crossroads of exercise and ferroptosis: a regulatory bridge.Clinical and experimental medicine · 2025Review
- Physical exercise and epigenetic modifications in skeletal muscle, brain, and heart.Epigenetics & chromatin · 2025Review
68 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
10 authors at 6 institutions in 4 countries.
Funding
Abstract
The molecular pathways that are activated and contribute to physiological remodeling of skeletal muscle in response to endurance exercise have not been fully characterized. We previously reported that ∼800 gene transcripts are regulated following 6 wk of supervised endurance training in young sedentary males, referred to as the training-responsive transcriptome (TRT) (Timmons JA et al. J Appl Physiol 108: 1487-1496, 2010). Here we utilized this database together with data on biological variation in muscle adaptation to aerobic endurance training in both humans and a novel out-bred rodent model to study the potential regulatory molecules that coordinate this complex network of genes. We identified three DNA sequences representing RUNX1, SOX9, and PAX3 transcription factor binding sites as overrepresented in the TRT. In turn, miRNA profiling indicated that several miRNAs targeting RUNX1, SOX9, and PAX3 were downregulated by endurance training. The TRT was then examined by contrasting subjects who demonstrated the least vs. the greatest improvement in aerobic capacity (low vs. high responders), and at least 100 of the 800 TRT genes were differentially regulated, thus suggesting regulation of these genes may be important for improving aerobic capacity. In high responders, proangiogenic and tissue developmental networks emerged as key candidates for coordinating tissue aerobic adaptation. Beyond RNA-level validation there were several DNA variants that associated with maximal aerobic capacity (Vo(₂max)) trainability in the HERITAGE Family Study but these did not pass conservative Bonferroni adjustment. In addition, in a rat model selected across 10 generations for high aerobic training responsiveness, we found that both the TRT and a homologous subset of the human high responder genes were regulated to a greater degree in high responder rodent skeletal muscle. This analysis provides a comprehensive map of the transcriptomic features important for aerobic exercise-induced improvements in maximal oxygen consumption.
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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.