Evidence mapPaperPMID 41745604Full record

ArticleMetabolites2026

Carbohydrate and Fat Oxidation in Muscle Assessed with Exercise Calorimetry in 6465 Subjects.

Jean-Frédéric Brun, Emmanuel Varlet, Justine Myzia, Emmanuelle Varlet-Marie, Eric Raynaud de Mauverger, Jacques Mercier

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Article in Metabolites, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Jean-Frédéric BrunUnité d'Explorations Métaboliques et Musculaires (UEMM), Département de Physiologie Clinique, Hôpital Lapeyronie-CHU de Montpellier, Université de Montpellier, 34295 Montpellier, France.
Emmanuel VarletUnité d'Explorations Métaboliques et Musculaires (UEMM), Département de Physiologie Clinique, Hôpital Lapeyronie-CHU de Montpellier, Université de Montpellier, 34295 Montpellier, France.
Justine MyziaUnité d'Explorations Métaboliques et Musculaires (UEMM), Département de Physiologie Clinique, Hôpital Lapeyronie-CHU de Montpellier, Université de Montpellier, 34295 Montpellier, France.
Emmanuelle Varlet-MarieUFR des Sciences Pharmaceutiques et Biologiques, Laboratoire du Département de Physicochimie et Biophysique, Institut des Biomolécules Max Mousseron (IBMM), Université de Montpellier, 34093 Montpellier, France.
Eric Raynaud de MauvergerUnité d'Explorations Métaboliques et Musculaires (UEMM), Département de Physiologie Clinique, Hôpital Lapeyronie-CHU de Montpellier, Université de Montpellier, 34295 Montpellier, France.
Jacques MercierUnité d'Explorations Métaboliques et Musculaires (UEMM), Département de Physiologie Clinique, Hôpital Lapeyronie-CHU de Montpellier, Université de Montpellier, 34295 Montpellier, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND/

objectivesExercise calorimetry provides a means to quantify the relative contributions of lipid and carbohydrate (CHO) oxidation across a range of exercise intensities. Although lipid oxidation capacity has been widely studied-particularly in relation to exercise prescription for individuals with obesity-the factors governing CHO oxidation during exercise are less clearly defined. This study therefore aimed to investigate, within a large single-center cohort, not only the established determinants of maximal lipid oxidation (LIPOXmax) but also those influencing CHO oxidation.

methodsExercise calorimetry was performed in a cohort of 6465 individuals (4561 women and 1904 men; mean age 46.5 years; mean BMI 33.6 kg/m

resultsLIPOXmax showed positive associations with lean and muscle mass, and negative associations with fat mass and age, supporting the notion that greater muscle mass enhances the capacity for fat oxidation. Although men demonstrated higher absolute maximal fat oxidation rates, adjustment for body composition revealed that women exhibited relatively higher lipid oxidation (+30%, DISCUSSION AND

conclusionsIndividuals with higher adiposity exhibited a greater reliance on carbohydrate oxidation, whereas leaner individuals preferentially oxidized lipids at comparable exercise intensities. These observations reinforce the reciprocal interplay between lipid and carbohydrate metabolism during exercise and highlight the substantial influence of body composition, age, and sex. Notably, this study provides the first comprehensive characterization of the determinants of CHO oxidation during exercise, identifying sex, age, and adiposity as major contributing factors. This underexplored facet of metabolic flexibility may hold practical relevance in clinical contexts such as obesity or susceptibility to exercise-induced hypoglycemia.

Indexed as

calorimetrycarbohydrate cost of the watt (CCW)carbohydrate oxidationfatFATmaxfat metabolismindirect calorimetrylipid metabolismlipid oxidationLIPOXmaxmaximal fat oxidation (MFO)peak fat oxidationskeletal musclesubstrate oxidationtraining

Identifiers

PMID41745604
PMCPMC12942149

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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.