Trial reportJournal of translational medicine2026
Metabolomic profiling of intensity-dependent responses to acute exercise in healthy humans.
Trial report in Journal of translational medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04830059 (The Joint Effect of Air Pollution and Exercise on Cognitive Function), which is not on this map. Cited by 2 papers.
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.
The Joint Effect of Air Pollution and Exercise on Cognitive Function
Who cites it
2 citing papers in PubMed.
- Exerkine-Mediated Inter-Organ Crosstalk and Translational Perspectives in Metabolic Diseases.Current obesity reports · 2026Review
- Exercise-induced metabolic remodeling in type 2 diabetes mellitus: insights from metabolomics.Frontiers in endocrinology · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
Abstract
introductionExercise confers numerous health benefits, yet the intensity-specific impact of acute exercise on systemic metabolism remains incompletely characterized. This study aimed to characterize serum metabolomic responses to different treadmill-based exercise intensities using liquid chromatography–mass spectrometry (LC–MS) and to assess associations between metabolite signatures and exercise capacity indicators.
methodsWe conducted a randomized controlled trial (ClinicalTrials.gov Identifier: NCT04830059). Fifty-eight healthy, inactive university students were randomized to high-intensity interval training (HIIT, n = 20), moderate-intensity continuous training (MICT, n = 19), or light-intensity training (LIT, n = 19). Serum samples were collected at rest and immediately post-exercise. An untargeted LC–MS metabolomics approach was used to quantify alterations in 480 serum metabolites across the three protocols.
resultsAcute HIIT, MICT, and LIT significantly altered 204, 198, and 60 serum metabolites, respectively, with a shared core of 37 metabolites. Metabolic perturbations were clearly intensity-dependent: HIIT elicited the most profound shifts, characterized by rapid accumulation of glycolytic, TCA-cycle, and antioxidant-associated metabolites. MICT induced broad activation of glycolysis, the TCA cycle, and fatty acid oxidation, whereas LIT caused milder changes primarily in glycolysis and bile acid signaling. Across all intensities, strong positive correlations between lactate and TCA-cycle intermediates underscored the tight coupling between glycolytic flux and mitochondrial respiration. Baseline VO2max and HRmax showed distinct metabolite association profiles, with VO2max positively related to amino acid–derived and redox-related metabolites, whereas HRmax was linked to organic acid, bile acid, and dipeptide species.
conclusionsThis parallel-group metabolomics trial demonstrates that a single bout of treadmill exercise elicits intensity-dependent, yet partly overlapping, metabolic programs spanning central carbon, amino acid, lipid, and bile acid pathways. By integrating lactate-centered correlations with VO2max- and HRmax-related metabolite signatures, our findings outline a molecular framework linking acute exercise intensities metabolism to cardiorespiratory fitness and provide a basis for refining intensity-specific exercise prescriptions. The study was registered on ClinicalTrials.gov (Identifier: NCT04830059).
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