Evidence map›Paper›PMID 39881476›Full record

Observational studyJournal of the International Society of Sports Nutrition2025

Is lean mass quantity or quality the determinant of maximal fat oxidation capacity? The potential mediating role of cardiorespiratory fitness.

Edgardo Opazo-Díaz, Juan Corral-Pérez, Alejandro Pérez-Bey, Alberto Marín-Galindo, Adrián Montes-de-Oca-García, María Rebollo-Ramos, Daniel Velázquez-Díaz, Cristina Casals, Jesús-Gustavo Ponce-González

Abstract readObservational Study
In one paragraph

Observational study in Journal of the International Society of Sports Nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Trial
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Edgardo Opazo-DíazUniversity of Cadiz, ExPhy Research Group, Department of Physical Education, Puerto Real, Spain.ORCID 0000-0003-0057-5333
Juan Corral-PérezUniversity of Cadiz, ExPhy Research Group, Department of Physical Education, Puerto Real, Spain.ORCID 0000-0002-6574-9827
Alejandro Pérez-BeyInstituto de Investigación e Innovación Biomédica de Cádiz (INiBICA), Cadiz, Spain.ORCID 0000-0002-9849-5544
Alberto Marín-GalindoUniversity of Cadiz, ExPhy Research Group, Department of Physical Education, Puerto Real, Spain.ORCID 0000-0002-0545-367X
Adrián Montes-de-Oca-GarcíaUniversity of Cadiz, ExPhy Research Group, Department of Physical Education, Puerto Real, Spain.ORCID 0000-0002-4874-5840
María Rebollo-RamosUniversity of Cadiz, ExPhy Research Group, Department of Physical Education, Puerto Real, Spain.ORCID 0000-0002-7896-936X
Daniel Velázquez-DíazUniversity of Cadiz, ExPhy Research Group, Department of Physical Education, Puerto Real, Spain.ORCID 0000-0001-6270-9208
Cristina CasalsUniversity of Cadiz, ExPhy Research Group, Department of Physical Education, Puerto Real, Spain.ORCID 0000-0002-6992-0492
Jesús-Gustavo Ponce-GonzálezUniversity of Cadiz, ExPhy Research Group, Department of Physical Education, Puerto Real, Spain.ORCID 0000-0002-5982-7761

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundImpaired fat oxidation is linked to cardiometabolic risk. Maximal fat oxidation rate (MFO) reflects metabolic flexibility and is influenced by lean mass, muscle strength, muscle quality - defined as the ratio of strength to mass - and cardiorespiratory fitness. The relationship between these factors and fat oxidation is not fully understood. The aim is to analyze the associations of lean-mass, muscle strength and quality with fat oxidation parameters in young adults, considering the mediating role of VO

methodsA cross-sectional observational study. Eighty-one adults (50 males, 31 females; age 22.8 ± 4.4, BMI 25.70 ± 5.75, lean-mass 54.19 ± 8.78, fat-mass 18.66 ± 11.32) Body composition assessment by bioimpedance determine fat and lean-mass. Indirect calorimetry at rest and exercise was used for the calculation of fat oxidation. An incremental exercise protocol in a cycle ergometer with two consecutive phases was performed. The first to determine MFO consisted of 3 min steps of 15W increments with a cadence of 60rpm. The test was stopped when RQ ≥ 1. After 5 min rest, a phase to detect VO

resultsTotal lean-mass and leg lean-mass were not associated with MFO. Long jump, relativized by lean-mass and by leg lean-mass have a standardized indirect effect on MFO of 0.50, CI: 0.32-0.70, on MFO/lean-mass 0.43, CI:0.27-0.60 and MFO/leg lean-mass 0.44, CI: 0.30-0.06, which VO

conclusionsMuscular strength and quality have an indirect effect on MFO mediated by VO

Indexed as

Body CompositionCardiorespiratory FitnessAdultBody Mass IndexCalorimetry, IndirectCross-Sectional StudiesExerciseExercise TestFemaleHand StrengthHumansMaleMuscle, SkeletalMuscle StrengthOxidation-ReductionOxygen Consumptionbody compositionhand strengthLipid metabolismmetabolic flexibilitymuscle massVO2max

Identifiers

PMID39881476
PMCPMC11784066

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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 OpenQuestion graph.