ArticleCommunications medicine2026
Multilevel metabolic adaptation to exercise training.
Article in Communications medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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Who cites it
1 citing paper in PubMed.
- Hepatic ketogenic insufficiency blunts exercise-induced energy expenditure and alters mitochondrial proteins in skeletal muscle.Function (Oxford, England) · 2026Article
Corrections and comments
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Authors and funding
13 authors.
Funding
Abstract
backgroundExercise training often produces less weight loss than expected, a phenomenon termed exercise-induced energy compensation, but the underlying mechanisms remain unclear. This study aimed to quantify metabolic and behavioral compensation to aerobic exercise training.
methodsSixteen sedentary adults with overweight completed a 12-week supervised aerobic walking intervention targeting an energy expenditure of 20 kcal/kg/week. Total daily energy expenditure was measured using doubly labeled water, and whole-room calorimetry was used to assess changes in resting and sleeping metabolic rate (RMR, SMR) and diet-induced thermogenesis (DIT). Volumes of highly metabolic organs were quantified by magnetic resonance imaging. Physical activity was monitored objectively, walking economy was assessed during standardized treadmill walking, and dietary intake was evaluated using self-report and intake-balance methods. A parallel mouse exercise model was used to explore tissue-level adaptations.
resultsExercise training induces substantial energy compensation, resulting in minimal body weight loss despite improved body composition. Total daily energy expenditure increases, while RMR and SMR decrease, accounting for most of the compensatory response. Liver and kidney volumes decrease by 5%, while brain volume remains unchanged. Exercise improves walking economy and leads to smaller-than-expected increases in daily moderate-to-vigorous physical activity. Dietary intake and DIT remain unchanged. In mice, exercise is associated with increased cellular density and mitochondrial content in the liver, indicating structural and metabolic remodeling.
conclusionsAerobic exercise training engages compensatory physiological and behavioral mechanisms that constrain energy expenditure. Reductions in basal metabolism, improved movement efficiency, and selective remodeling of metabolically active organs may collectively limit exercise-induced weight loss.
Identifiers
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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.