ArticleCell reports2023
Conserved multi-tissue transcriptomic adaptations to exercise training in humans and mice.
Article in Cell reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 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
17 citing papers in PubMed, 23 citations in OpenAlex.
- 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
- Exercise-specific post-translational modification signatures: unveiling precise regulatory mechanisms of molecular exercise language and cellular adaptation.Frontiers in sports and active living · 2026Review
- The Roles of EDA2R in Ageing and Disease.Aging cell · 2025Review
- Sex differences in voluntary running behavior between C57BL/6 and BALB/cJ mouse strains do not correspond to changes in VO2 and RER.Physiological reports · 2025Article
- Exercise-regulated lipolysis: Its role and mechanism in health and diseases.Journal of advanced research · 2025Review
- Athlete's Heart Revisited: Historical, Clinical, and Molecular Perspectives.Circulation research · 2025Review
- Muscle metabolic resilience and enhanced exercise adaptation by Esr1-induced remodeling of mitochondrial cristae-nucleoid architecture in males.Cell reports. Medicine · 2025Article
- Tissue-specific methylomic responses to a lifestyle intervention in older adults associate with metabolic and physiological health improvements.Aging cell · 2025Article
- Workshop Report-Heterogeneity and Successful Aging Part I: Heterogeneity in Aging-Challenges and Opportunities.The journals of gerontology. Series A, Biological sciences and medical sciences · 2025Article
- The time is now: accounting for time-of-day effects to improve reproducibility and translation of metabolism research.Nature metabolism · 2025Review
- Maternal exercise prevents metabolic disorders in offspring mice through SERPINA3C.Nature metabolism · 2025Article
- Distinct effects of semaglutide and tirzepatide on metabolic and inflammatory gene expression in brown adipose tissue of mice fed a high-fat, high-fructose diet.Frontiers in nutrition · 2025Article
- Unlocking metabolic insights with mouse genetic diversity.The EMBO journal · 2024Article
- Epigenetic control of adaptive or homeostatic splicing during interval-training activities.Nucleic acids research · 2024Article
- Sexual dimorphism and the multi-omic response to exercise training in rat subcutaneous white adipose tissue.Nature metabolism · 2024Article
- Review
- Extrinsic and intrinsic modulators of inflammation-resolution signaling in heart failure.American journal of physiology. Heart and circulatory physiology · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
40 authors at 5 institutions in 3 countries.
Funding
Abstract
Physical activity is associated with beneficial adaptations in human and rodent metabolism. We studied over 50 complex traits before and after exercise intervention in middle-aged men and a panel of 100 diverse strains of female mice. Candidate gene analyses in three brain regions, muscle, liver, heart, and adipose tissue of mice indicate genetic drivers of clinically relevant traits, including volitional exercise volume, muscle metabolism, adiposity, and hepatic lipids. Although ∼33% of genes differentially expressed in skeletal muscle following the exercise intervention are similar in mice and humans independent of BMI, responsiveness of adipose tissue to exercise-stimulated weight loss appears controlled by species and underlying genotype. We leveraged genetic diversity to generate prediction models of metabolic trait responsiveness to volitional activity offering a framework for advancing personalized exercise prescription. The human and mouse data are publicly available via a user-friendly Web-based application to enhance data mining and hypothesis development.
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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.