Evidence map›Paper›PMID 41505374›Full record

ArticlePloS one2026

Stability of salivary microRNA measures across an NCAA Division I football season: Implications for microRNA as a biomarker of concussion.

Thomas R Campbell, Martina Zamponi, Delaney Leathers, Julie Cavallario, Jessica C Martinez, Peter A Mollica

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Article in PloS one, 2026. 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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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Thomas R CampbellSchool of Rehabilitation Sciences, Ellmer College of Health Sciences, Old Dominion University, Norfolk, Virginia, United States of America.ORCID https://orcid.org/0000-0003-0879-2308
Martina ZamponiMacon and Joan Brock Virginia Health Sciences, Eastern Virginia Medical School at Old Dominion University, Norfolk, Virginia, United States of America.
Delaney LeathersSchool of Medical Diagnostic and Translational Sciences, Ellmer College of Health Sciences, Old Dominion University, Norfolk, Virginia, United States of America.
Julie CavallarioSchool of Rehabilitation Sciences, Ellmer College of Health Sciences, Old Dominion University, Norfolk, Virginia, United States of America.
Jessica C MartinezSchool of Rehabilitation Sciences, Ellmer College of Health Sciences, Old Dominion University, Norfolk, Virginia, United States of America.
Peter A MollicaSchool of Medical Diagnostic and Translational Sciences, Ellmer College of Health Sciences, Old Dominion University, Norfolk, Virginia, United States of America.ORCID https://orcid.org/0000-0002-0621-2819

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundClinicians often face challenges in concussion care due to a heavy reliance on subjective patient input. Recently, research has sought objective biomarkers, like salivary microRNAs, to improve concussion management. However, significant limitations hinder the use of microRNAs as a diagnostic tool, including the cumulative effects of a contact sport season. A better understanding of the response to a contact sport season would help researchers and clinicians interpret expression changes at the time of injury in the context of seasonal variation. in Therefore, this study investigated the reliability of previously identified salivary microRNA targets across one contact sport season.

methodsThis longitudinal study involved 50 male NCAA Division I football players (21 ± 1.6 years; 187.5 ± 6.9 cm; 103.1 ± 19.8 kg). Saliva was collected before the season's first contact practice and within 72 hours of the season's final game. Quantitative polymerase chain reaction (qPCR) experiments were conducted using pre-selected microRNA targets. Non-parametric tests compared expressions between time points (α ≤ 0.05).

resultsNo significant differences were found between pre- and post-season miRNA (p = .07-.46). However, intraclass correlation coefficients revealed low to moderate reliability across the season (ICC = -.04-.65).

conclusionsOur study found no significant differences in time points for target microRNA, but ICC statistics indicated low reliability across the season. These findings suggest that microRNA expression may be variable throughout the season regardless of concussive trauma, and clinicians should be aware that changes in microRNA expression should not be directly attributed to concussive forces. Researchers and clinicians should not rely on the presented set of microRNA to make clinical decisions for potential concussive injuries.

Indexed as

Brain ConcussionFootballMicroRNAsSalivaBiomarkersHumansLongitudinal StudiesMaleSeasonsYoung AdultBiomarkersMicroRNAs

Identifiers

PMID41505374
PMCPMC12782389

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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.