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

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

PMC · DOI: 10.1371/journal.pone.0339614 · PLOS One · 2026-01-08

## TL;DR

This study examines how stable salivary microRNA levels are during a football season, suggesting they may not be reliable biomarkers for concussions.

## Contribution

The study evaluates the reliability of salivary microRNA as a biomarker for concussion in the context of a contact sport season.

## Key findings

- No significant differences in microRNA expression were found between pre- and post-season.
- Intraclass correlation coefficients showed low to moderate reliability of microRNA measures across the season.
- MicroRNA expression appears to vary seasonally, independent of concussive trauma.

## Abstract

Clinicians 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.

This 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).

No 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).

Our 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.

## Full-text entities

- **Diseases:** concussive injuries (MESH:D056104), trauma (MESH:D014947), concussion (MESH:D001924)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

45 references — full list in the complete paper: https://tomesphere.com/paper/PMC12782389/full.md

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Source: https://tomesphere.com/paper/PMC12782389