Evidence map›Paper›PMID 40760095›Full record

ArticleScientific reports2025

Force fluctuations regulation and the role of neurophysiological mechanisms throughout different isometric contraction intensities.

João H Oliveira, João S Gomes, Philipp Bauer, Pedro Pezarat-Correia, João R Vaz

Abstract read
In one paragraph

Article in Scientific 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

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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

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

5 authors.

João H OliveiraNeuromuscular Research Laboratory, Faculty of Human Kinetics, University of Lisbon, Lisbon, Portugal.ORCID http://orcid.org/0000-0002-3244-4664
João S GomesEgas Moniz Center for Interdisciplinary Research (CiiEM), Egas Moniz School of Health & Science, Caparica, Almada, Portugal.ORCID http://orcid.org/0000-0003-2725-6164
Philipp BauerEgas Moniz Center for Interdisciplinary Research (CiiEM), Egas Moniz School of Health & Science, Caparica, Almada, Portugal.ORCID http://orcid.org/0000-0003-2694-9639
Pedro Pezarat-CorreiaEgas Moniz Center for Interdisciplinary Research (CiiEM), Egas Moniz School of Health & Science, Caparica, Almada, Portugal.ORCID http://orcid.org/0000-0001-6154-5563
João R VazEgas Moniz Center for Interdisciplinary Research (CiiEM), Egas Moniz School of Health & Science, Caparica, Almada, Portugal. jvaz@egasmoniz.edu.pt.ORCID http://orcid.org/0000-0001-9691-5456

Funding

Fundação para a Ciência e a Tecnologia 2021.08271.BDFundação para a Ciência e a Tecnologia 2022.10952.BDFundação para a Ciência e a Tecnologia UI/BD/154379/2023Fundação para a Ciência e a Tecnologia UIDB/00447/2020 to CIPER
6 · The paper itself

Abstract

Force complexity is a key indicator of the neuromuscular system's adaptability and motor control. Although an inverted U-shaped relationship between force complexity and contraction intensity is established, its underlying mechanisms remain unclear. To investigate whether changes in motor unit behaviour (recruitment and firing rate) would accompany and explain this relationship, 25 young male adults performed a 30-second knee extensors' hold-isometric task at 50%, 75%, 100%, 150% and 175% of their End-Test Torque (ETT), at individual's optimal angle. Force complexity and motor unit behaviour were assessed through Sample Entropy (SampEn) and high-density surface electromyography, respectively. We demonstrated a trend for an inverted U-shaped relationship between force complexity and contraction intensity, with SampEn at ETT and 150%ETT being significantly higher than at 50%ETT and 75%ETT (all p < 0.05). This pattern was accompanied by an increase in motor unit actions potentials and firing rate as the intensity increased up to 150%ETT (all p < 0.05). A multiple linear regression analysis showed that force complexity was explained in 18% by the vastus lateralis' motor unit behaviour. The findings suggest that changes in force complexity depend on contraction intensity and are partly explained by alterations in motor unit behaviour, influencing the neuromuscular system's adaptability to meet task demands.

Indexed as

Isometric ContractionMuscle, SkeletalAdultElectromyographyHumansKneeMaleTorqueYoung AdultComplexityEntropyForce controlMotor controlNeuromuscular coordinationVariability

Identifiers

PMID40760095
PMCPMC12322237

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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.