Evidence map›Paper›PMID 40863771›Full record

ArticleSports (Basel, Switzerland)2025

Heart Rate Variability Alterations During Delayed-Onset Muscle Soreness-Inducing Exercise-With Piezo2 Interpretation.

Gergely Langmár, Tekla Sümegi, Benjámin Fülöp, Lilla Pozsgai, Tamás Mocsai, Miklós Tóth, Levente Rácz, Bence Kopper, András Dér, András Búzás and 1 more

Abstract read
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Article in Sports (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

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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

11 authors.

Gergely LangmárFaculty of Kinesiology, Hungarian University of Sports Science, 1124 Budapest, Hungary.ORCID 0000-0002-6857-5252
Tekla SümegiFaculty of Kinesiology, Hungarian University of Sports Science, 1124 Budapest, Hungary.
Benjámin FülöpHungarian National Academy of Handball, 8630 Balatonboglár, Hungary.
Lilla PozsgaiDepartment of Social Sciences, Faculty of Health Sciences, Semmelweis University, 1085 Budapest, Hungary.
Tamás MocsaiHungarian National Academy of Handball, 8630 Balatonboglár, Hungary.
Miklós TóthDepartment of Health Sciences and Sport Medicine, Hungarian University of Sports Science, 1123 Budapest, Hungary.ORCID 0009-0009-7560-0362
Levente RáczFaculty of Kinesiology, Hungarian University of Sports Science, 1124 Budapest, Hungary.
Bence KopperFaculty of Kinesiology, Hungarian University of Sports Science, 1124 Budapest, Hungary.ORCID 0009-0003-2070-2851
András DérInstitute of Biophysics, HUN-REN Biological Research Center, 6726 Szeged, Hungary.ORCID 0000-0001-6112-884X
András BúzásInstitute of Biophysics, HUN-REN Biological Research Center, 6726 Szeged, Hungary.
Balázs SonkodiDepartment of Health Sciences and Sport Medicine, Hungarian University of Sports Science, 1123 Budapest, Hungary.ORCID 0000-0003-1267-1306

Funding

Development and Innovation Fund NKFI-1 ADVANCED 150958Hungary from the National Research, Development and Innovation Fund TKP-2021-EGA-10,Ministry of Culture and Innovation of Hungary from the National Research, Development and Innovation Fund 2020-1.1.2-PIACI-KFI-2021-00245Ministry of Culture and Innovation of Hungary from the National Research, Development and Innovation Fund TKP-2021-EGA-37
6 · The paper itself

Abstract

Heart rate variability (HRV) is often modulated by pain; therefore, the objective of this study was to assess whether the induction of delayed-onset muscle soreness (DOMS) is already affected by HRV alterations during exercise, in spite of the fact that pain evolves only post-exercise. An isokinetic dynamometer was used to induce DOMS in this study on 19 young male elite handball players who were subjected to HRV measurements throughout a DOMS-inducing exercise session. The result of this study indicated that the heart rate (HR) dependence of time-frequency domain parameters could be described by an exponential-like function, while entropy showed a V-shaped function, with a minimum "turning point" separated by descending and ascending intervals. The DOMS protocol upshifted the time-frequency domain HRV parameters in the entire HR range, contrary to the sample entropy values that were systematically downshifted, indicative of an upregulated sympathetic tone. The group-averaged HR-dependent sample entropy function showed a nonlinear character under exercise, with lower values for higher DOMS than for the group with lower DOMS below the turning-point HR, and vice versa above it. The differences between the respective HRV(HR) point sets representing the low-DOMS and high-DOMS groups were quantified using a statistical method and found to be significant at the current sample size for all the HRV parameters used. Since oxidative stress is implicated in DOMS, we are the first to report that nonlinear alterations may impact HRV in a HR-dependent manner in DOMS using a Piezo2 interpretation. This finding provides further indirect evidence for an initiating neural microdamage that prevails under DOMS-inducing exercise, and the diagnostic detection of this point may provide control for avoiding further injury risk in sports and exercise activities.

Indexed as

entropynonlinear parametersoxidative stressPiezo2 channelopathyprotonsport injury risk

Identifiers

PMID40863771
PMCPMC12389744

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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.