Evidence map›Paper›PMID 41977999›Full record

ArticleSensors (Basel, Switzerland)2026

Surface Electromyography Reveals Subject-Specific Alterations in Lumbar Flexion-Relaxation Following Prolonged Cycling in Pain-Free Road Cyclists.

David Arriagada-Tarifeño, Natalia Belmar, Maricel Cabezas, Javiera Ceballos, Nicole Cedeño, Iver Cristi-Sánchez, Nicolás Casanova, Sebastián Chávez, Britam Gómez

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

David Arriagada-TarifeñoLaboratory of Applied Neuromechanics, School of Kinesiology, Faculty of Medical Sciences, Universidad de Santiago de Chile, Chacabuco N°675, Santiago 8320000, Chile.ORCID 0000-0003-3540-6345
Natalia BelmarLaboratory of Applied Neuromechanics, School of Kinesiology, Faculty of Medical Sciences, Universidad de Santiago de Chile, Chacabuco N°675, Santiago 8320000, Chile.ORCID 0009-0000-5221-9678
Maricel CabezasLaboratory of Applied Neuromechanics, School of Kinesiology, Faculty of Medical Sciences, Universidad de Santiago de Chile, Chacabuco N°675, Santiago 8320000, Chile.
Javiera CeballosLaboratory of Applied Neuromechanics, School of Kinesiology, Faculty of Medical Sciences, Universidad de Santiago de Chile, Chacabuco N°675, Santiago 8320000, Chile.
Nicole CedeñoLaboratory of Applied Neuromechanics, School of Kinesiology, Faculty of Medical Sciences, Universidad de Santiago de Chile, Chacabuco N°675, Santiago 8320000, Chile.ORCID 0009-0009-8407-4077
Iver Cristi-SánchezLaboratory of Applied Neuromechanics, School of Kinesiology, Faculty of Medical Sciences, Universidad de Santiago de Chile, Chacabuco N°675, Santiago 8320000, Chile.ORCID 0000-0003-3831-6513
Nicolás CasanovaDepartment of Biomedical Engineering, Faculty of Engineering, Universidad de Santiago de Chile, Av. Libertador Bernardo O'Higgins N°3363, Santiago 9170022, Chile.ORCID 0009-0000-2169-6359
Sebastián ChávezDepartment of Biomedical Engineering, Faculty of Engineering, Universidad de Santiago de Chile, Av. Libertador Bernardo O'Higgins N°3363, Santiago 9170022, Chile.ORCID 0009-0009-9853-9963
Britam GómezDepartment of Biomedical Engineering, Faculty of Engineering, Universidad de Santiago de Chile, Av. Libertador Bernardo O'Higgins N°3363, Santiago 9170022, Chile.ORCID 0000-0001-6563-2955

Funding

Universidad de Santiago de Chile 022406AT DAS
6 · The paper itself

Abstract

Low back pain is common in road cyclists and has been associated with prolonged lumbar flexion during cycling. The flexion-relaxation (FR) phenomenon reflects neuromuscular control of the lumbar spine, but its response to prolonged cycling under physiologically individualized conditions remains unclear. Thirty-one pain-free road cyclists completed a laboratory protocol in which exercise intensity was prescribed at 50% of the range between the first and second ventilatory thresholds (VT1 and VT2). Surface electromyography (sEMG) was recorded during trunk flexion extension tasks performed before and after a 60 min cycling trial. FR responses were characterized at both the individual and group levels using the flexion-relaxation ratio (FRR), descriptive classification of altered patterns, and exploratory estimates of mean change, effect size, and 95% confidence intervals. Four cyclists (12.9%; 95% CI: 3.6-29.8%) exhibited altered FR responses: three showed persistent alterations already present before cycling, and one showed an exercise-associated alteration. Group-level changes were minimal (effect sizes: -0.20 to 0.04). These findings suggest that prolonged cycling under controlled physiological load primarily reveals heterogeneous subject-specific neuromuscular patterns rather than a uniform average response. FR assessment using sEMG may therefore be useful as a complementary tool for identifying individual neuromuscular behavior in pain-free cyclists.

Indexed as

BicyclingElectromyographyLumbar VertebraeLumbosacral RegionAdultHumansLow Back PainMaleflexion–relaxation phenomenonlumbar neuromuscular controlphysiological sensingroad cyclingsurface electromyographyventilatory thresholds

Identifiers

PMID41977999
PMCPMC13075085

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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.