Evidence map›Paper›PMID 41162184›Full record

ArticlePhysiological reports2025

Variation in cycling exercise mechanical efficiency in the HERITAGE Family Study.

Angelo Tremblay, Claude Bouchard, Mark A Sarzynski, James S Skinner, Élisa Marin-Couture, Patrick Schrauwen, Denis R Joanisse, Guy Thibault, Marie-Eve Mathieu, Louis Pérusse

Abstract read
In one paragraph

Article in Physiological reports, 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. Article
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

10 authors.

Angelo TremblayDepartment of Kinesiology, Faculty of Medicine, Laval University, Quebec, Quebec, Canada.ORCID 0000-0002-0824-0530
Claude BouchardPennington Biomedical Research Center, Baton Rouge, Louisiana, USA.
Mark A SarzynskiDepartment of Exercise Science, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA.
James S SkinnerDepartment of Kinesiology, Indiana University, Bloomington, Indiana, USA.
Élisa Marin-CoutureDepartment of Kinesiology, Faculty of Medicine, Laval University, Quebec, Quebec, Canada.
Patrick SchrauwenInstitute for Clinical Diabetology, German Diabetes Center, Leibniz Institute for Diabetes Research at Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
Denis R JoanisseDepartment of Kinesiology, Faculty of Medicine, Laval University, Quebec, Quebec, Canada.
Guy ThibaultSchool of Kinesiology and Physical Activity Sciences, University of Montreal, Quebec, Quebec, Canada.
Marie-Eve MathieuSchool of Kinesiology and Physical Activity Sciences, University of Montreal, Quebec, Quebec, Canada.
Louis PérusseDepartment of Kinesiology, Faculty of Medicine, Laval University, Quebec, Quebec, Canada.

Funding

HHS | NIH | National Heart, Lung, and Blood Institute (NHLBI) HL45670HHS | NIH | National Heart, Lung, and Blood Institute (NHLBI) HL47317HHS | NIH | National Heart, Lung, and Blood Institute (NHLBI) HL47321HHS | NIH | National Heart, Lung, and Blood Institute (NHLBI) HL47323HHS | NIH | National Heart, Lung, and Blood Institute (NHLBI) HL47327
6 · The paper itself

Abstract

The objectives of the study were to assess the effects of cycling endurance exercise training and sex on cycling exercise mechanical efficiency (ME) and to explore its associations with body composition, glycemic profile, and skeletal muscle characteristics. Subjects were males (n = 371) and females (n = 465) of European (ED) and African descent (AD) of the HERITAGE Family Study. The measurements were repeated after a 20-week controlled endurance exercise program. A substudy involving 78 participants from 19 ED families was used to evaluate associations between skeletal muscle traits and variations in ME. An increase in ME of 4%-5% was induced by training and was comparable between sexes. Higher values of ME were associated with reduced body weight and fatness and fasting plasma glucose and insulin, both before and following endurance training, independently of cardiorespiratory fitness. There was no association between muscle fiber type or capillarity and ME. There was also no consistent muscle glycolysis and oxidative enzymatic profile associated with ME. The results of this study show that cycling exercise ME is trainable in nonathletes. ME variations in the sedentary state and in response to an exercise training program are associated with favorable body composition and glycemic profiles. Further research is needed to better understand its biological determinants.

Indexed as

BicyclingEndurance TrainingExerciseMuscle, SkeletalPhysical EnduranceAdultBlood GlucoseBody CompositionCardiorespiratory FitnessFemaleHumansMaleMiddle AgedBlood Glucosebody compositioncycling mechanical efficiencyexercise trainingglucosesex

Identifiers

PMID41162184
PMCPMC12571541

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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.