Evidence map›Paper›PMID 41841121›Full record

ArticlePeerJ2026

Minimum load threshold in resistance training: insights into muscle metabolism, excitation, and fatigue across the repetition continuum.

Alessandro L Colosio, Brecht D'hoe, Jan G Bourgois, Jan Boone

Abstract read
In one paragraph

Article in PeerJ, 2026. 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

4 authors.

Alessandro L ColosioLaboratoire Interuniversitaire de Biologie de la Motricité, Université Jean Monnet, Saint-Etienne, Loire, France.ORCID 0000-0001-9091-2473
Brecht D'hoeDepartment of Movement and Sports Sciences, Universiteit Gent, Ghent, Belgium.
Jan G BourgoisDepartment of Movement and Sports Sciences, Universiteit Gent, Ghent, Belgium.
Jan BooneDepartment of Movement and Sports Sciences, Universiteit Gent, Ghent, Belgium.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: High external loads are typically prioritised in resistance training (RT), but low-load RT (<50% 1 repetition maximum (RM)) has gained attention for its practical and physiological advantages. While mechanical tension and metabolic perturbation are key drivers of hypertrophic adaptations, the mechanisms underlying effective thresholds for low-load RT remain unclear. Purpose: To investigate the physiological responses, fatigue, and recovery during concentric-only RT performed to failure across a spectrum of % 1RM, with particular focus on the potential relevance of the critical load (CL) concept as a physiological boundary. Methods: A total of 12 participants (six women, moderate RT experience) performed exhaustive unilateral leg extension at 10%, 30%, 50%, 70%, 90% 1RM. Muscle deoxyhaemoglobin and muscle excitation were measured respectively with near-infrared spectroscopy and electromyography (EMG). Heart rate, blood lactate, and rate of perceived exertion were measured as indicative of whole-body responses. Maximal voluntary contractions (MVC) were executed before and up to 30 min after each protocol. CL was calculated based on the load used and the time required to reach muscle failure. Responses between different % 1RM were compared using 1-way and 2-way repeated measures analyses of variance, followed by Results: The 30%, 50%, 70%, 90% 1RM protocols induced muscle failure and similar levels of local and whole-body metabolic perturbation, while the 10% did not lead to failure and induced lower metabolic perturbation. Muscle excitation upon exhaustion increased with increasing external loads and did not lead to common EMG levels between % 1RM. A total of 30% and 50% 1RM protocols caused significant MVC reduction Conclusion: The characterisations of the acute physiological responses to RT across light to heavy loads performed in this study provide potential insight for determining the minimal load threshold in RT and suggest a potential proximity between the CL and the load associated with blood flow occlusion during contraction.

Indexed as

Muscle FatigueMuscle, SkeletalResistance TrainingAdultElectromyographyFemaleHeart RateHemoglobinsHumansLactic AcidMuscle ContractionPost-Exercise RecoverySpectroscopy, Near-InfraredYoung AdultdeoxyhemoglobinHemoglobinsLactic AcidCritical powerElectromyographyExercise prescriptionMaximal voluntary contractionNear-infrared spectroscopyStrength training

Identifiers

PMID41841121
PMCPMC12989152

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.