Evidence map›Paper›PMID 41298810›Full record

ArticleScientific reports2025

Biochemical, immune, and endocrine biomarkers associated with exacerbated muscular response: insights from a field-based operational cohort study.

Deivide Oliveira-de-Souza, Diego Viana Gomes, João Bosco Pesquero, Francisco Radler de Aquino Neto, Ricardo Luzardo, Beatriz Barreto-Duarte, Bruno B Andrade, Andréia Carneiro

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. Not yet cited in PubMed.

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0citing papers in PubMed
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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

8 authors.

Deivide Oliveira-de-SouzaPrograma de Pós-Graduação em Medicina e Saúde Humana, Escola Bahiana de Medicina e Saúde Pública (EBMSP), Salvador, Bahia, Brazil.
Diego Viana GomesDepartamento de Corridas, Escola de Educação Física e Desportos, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.
João Bosco PesqueroDepartment of Biophysics, Universidade Federal de São Paulo, São Paulo, Brazil.
Francisco Radler de Aquino NetoLaboratório de Apoio ao Desenvolvimento Tecnológico (LADETEC) e Laboratórios Associados (LA) do IQ-UFRJ, Rio de Janeiro, Brazil.
Ricardo LuzardoDiretoria de Operações Acadêmicas, Clariens Educação, São Paulo, Brazil.
Beatriz Barreto-DuarteMultinational Organization Network Sponsoring Translational and Epidemiological Research (MONSTER) Initiative, Salvador, Bahia, Brazil.
Bruno B AndradePrograma de Pós-Graduação em Medicina e Saúde Humana, Escola Bahiana de Medicina e Saúde Pública (EBMSP), Salvador, Bahia, Brazil. bruno.andrade@fiocruz.br.
Andréia CarneiroDepartamento de Ciência, Tecnologia e Inovação, Centro Tecnológico do Corpo de Fuzileiros Navais, Marinha do Brasil, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Muscle damage and systemic stress responses are common consequences of intense physical exertion. However, the extent to which these responses vary according to the severity of muscular strain remains unclear. We conducted a field-based study involving 24 active-duty elite military personnel who participated in five distinct operational missions in Brazil. Circulating levels of 36 plasma biomarkers were assessed and compared between individuals presenting moderate or exacerbated muscular response, defined by serum creatine kinase (CK) concentrations below or above 1000 U/L, respectively. Statistical comparisons and multivariate logistic regression were performed to evaluate associations between biomarker levels and muscular response severity. Our analysis revealed that individuals with exacerbated response exhibited distinct systemic profiles, marked by elevated tissue injury markers, reduced eosinophil and lymphocyte counts, and lower adrenal steroid hormone concentrations. Furthermore, regression models identified creatine kinase muscle-brain (CKMB) and alanine aminotransferase (ALT) as independently associated with higher CK levels, while heightened eosinophil counts showed a potential protective trend. These findings suggest that greater degrees of muscular stress are associated with broader systemic dysregulation, and that specific circulating biomarkers may serve as indicators of individual susceptibility to acute stress in high-demand physical environments.

Indexed as

BiomarkersMuscle, SkeletalAdultAlanine TransaminaseBrazilCohort StudiesCreatine KinaseFemaleHumansMaleMilitary PersonnelYoung AdultAlanine TransaminaseBiomarkersCreatine KinaseEndocrine responseExertional physiologyImmune modulationMuscular stressPlasma biomarkersSystemic dysregulation

Identifiers

PMID41298810
PMCPMC12658073

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LicenceCC BY-NC-ND
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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.