ArticleMolecular metabolism2024
Molecular profiling of high-level athlete skeletal muscle after acute endurance or resistance exercise - A systems biology approach.
Article in Molecular metabolism, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.
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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.
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Who cites it
23 citing papers in PubMed, 1 synthesis or guideline pooled it, 25 citations in OpenAlex.
- Examining the relationship between genetic polymorphisms (BDKRB2, GNB3, HIF1A, MCT1, NOS3) and endurance athlete status.European journal of applied physiology · 2024Pooled it
- Multi‑omics approaches to decipher the molecular mechanisms of exercise‑mediated bone protection: From mechanistic insights to personalized exercise prescription (Review).Molecular medicine reports · 2026Review
- Article
- Delayed molecular aging, preservation of energy metabolism and enhanced exercise response in exercise-trained human muscle.Nature aging · 2026Article
- Regulatory mechanisms of high-polyphenol dietary intervention on exercise-induced immunosuppression during high-intensity training periods in adolescent athletes: a systems biology analysis based on immune-metabolic pathways.Nutrition & metabolism · 2026Article
- Morning endurance training induces superior performance adaptations compared with afternoon training in mice.Journal of applied physiology (Bethesda, Md. : 1985) · 2026Article
- Integrative Multi-omics Analysis of the Human Skeletal Muscle Response to Endurance or Resistance Exercise: Findings from the Molecular Transducers of Physical Activity Consortium (MoTrPAC).bioRxiv : the preprint server for biology · 2026Article
- Artificial intelligence and sports genomics: advancing precision sports science and athletic performance.Frontiers in sports and active living · 2026Review
- Muscle hypertrophy and strength improvements following blood flow restriction combined with resistance training in team-athletes: a systematic review and meta-analysis.Frontiers in physiology · 2026Article
- Exercise-specific post-translational modification signatures: unveiling precise regulatory mechanisms of molecular exercise language and cellular adaptation.Frontiers in sports and active living · 2026Review
- Molecular Mechanisms, Physiological Effects, Gut Microbiota Interplay and Nutritional Strategies of Anthocyanins as Modulators of Muscle Protein Synthesis: A Narrative Review.Current nutrition reports · 2025Review
- Next-Generation Approaches in Sports Medicine: The Role of Genetics, Omics, and Digital Health in Optimizing Athlete Performance and Longevity-A Narrative Review.Life (Basel, Switzerland) · 2025Review
- A primer on global molecular responses to exercise in skeletal muscle: Omics in focus.Journal of sport and health science · 2025Review
- Comparative analysis of blood whole transcriptome profiles in Yili horses pre- and post-5000-meter racing.Frontiers in genetics · 2025Article
- PHYSICAL ASSESSMENT IN SURFERS: GUIDELINES FOR HEALTH PROFESSIONALS - PART 1 UPPER QUARTER.Acta ortopedica brasileira · 2025Article
- The 24-hour molecular landscape after exercise in humans reveals MYC is sufficient for muscle growth.EMBO reports · 2024Article
- Time-series transcriptomics reveals distinctive mRNA expression dynamics associated with gene ontology specificity and protein expression in skeletal muscle after electrical stimulation-induced resistance exercise.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2024Article
- Molecular aspects of the exercise response and training adaptation in skeletal muscle.Free radical biology & medicine · 2024Review
- Autophagic signaling promotes systems-wide remodeling in skeletal muscle upon oncometabolic stress by D2-HG.Molecular metabolism · 2024Article
- DNA methylation of exercise-responsive genes differs between trained and untrained men.BMC biology · 2024Article
Corrections and comments
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Authors and funding
9 authors at 6 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveLong-term high-level exercise training leads to improvements in physical performance and multi-tissue adaptation following changes in molecular pathways. While skeletal muscle baseline differences between exercise-trained and untrained individuals have been previously investigated, it remains unclear how training history influences human multi-omics responses to acute exercise.
methodsWe recruited and extensively characterized 24 individuals categorized as endurance athletes with >15 years of training history, strength athletes or control subjects. Timeseries skeletal muscle biopsies were taken from M. vastus lateralis at three time-points after endurance or resistance exercise was performed and multi-omics molecular analysis performed.
resultsOur analyses revealed distinct activation differences of molecular processes such as fatty- and amino acid metabolism and transcription factors such as HIF1A and the MYF-family. We show that endurance athletes have an increased abundance of carnitine-derivates while strength athletes increase specific phospholipid metabolites compared to control subjects. Additionally, for the first time, we show the metabolite sorbitol to be substantially increased with acute exercise. On transcriptional level, we show that acute resistance exercise stimulates more gene expression than acute endurance exercise. This follows a specific pattern, with endurance athletes uniquely down-regulating pathways related to mitochondria, translation and ribosomes. Finally, both forms of exercise training specialize in diverging transcriptional directions, differentiating themselves from the transcriptome of the untrained control group.
conclusionsWe identify a "transcriptional specialization effect" by transcriptional narrowing and intensification, and molecular specialization effects on metabolomic level Additionally, we performed multi-omics network and cluster analysis, providing a novel resource of skeletal muscle transcriptomic and metabolomic profiling in highly trained and untrained individuals.
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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 Socratic graph.