Evidence map›Paper›PMID 42093761›Full record

ArticleBMJ open sport & exercise medicine2026

Sex, but not exposure-related variables, predicts baseline serum glial fibrillar acidic protein and neurofilament light levels in contact sport athletes.

Melissa Anderson, Caitlin A Gallo, Scott W Passalugo, Jessica Gill, Rany Vorn, Jaclyn B Caccese, Kenneth L Cameron, Steven R Malvasi, Megan H Roach, Jonathan C Jackson and 6 more

Abstract read
In one paragraph

Article in BMJ open sport & exercise medicine, 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

16 authors.

Melissa AndersonOhio University, Athens, Ohio, USA.ORCID https://orcid.org/0000-0001-7626-6997
Caitlin A GalloDepartment of Kinesiology and Applied Physiology, University of Delaware, Newark, Delaware, USA.
Scott W PassalugoDepartment of Kinesiology and Applied Physiology, University of Delaware, Newark, Delaware, USA.
Jessica GillJohns Hopkins University School of Nursing, Baltimore, Maryland, USA.
Rany VornUniversity of Puthisastra, Phnom Penh, Phnom Penh, Cambodia.
Jaclyn B CacceseSchool of Health and Rehabilitation Sciences, The Ohio State University, Columbus, Ohio, USA.
Kenneth L CameronKeller Army Hospital, West Point, New York, USA.
Steven R MalvasiKeller Army Hospital, West Point, New York, USA.
Megan H RoachExtremity Trauma and Amputation Center of Excellence, Joint Base San Antonio Fort Sam Houston, Texas, USA.
Jonathan C JacksonUnited States Air Force Academy, Colorado Springs, Colorado, USA.
Gerald McGintyUnited States Air Force Academy, Colorado Springs, Colorado, USA.
Steven BroglioUniversity of Michigan, Ann Arbor, Michigan, USA.
Thomas W McAllisterIndiana University School of Medicine, Indianapolis, Indiana, USA.
Michael McCreaMedical College of Wisconsin, Milwaukee, Wisconsin, USA.
Paul F PasquinaUniformed Services University of the Health Sciences, Bethesda, Maryland, USA.
Thomas A BuckleyDepartment of Kinesiology and Applied Physiology, University of Delaware, Newark, Delaware, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Exposure to repetitive head impacts sustained during routine sports participation may result in elevated levels of brain-derived biomarkers (BDM) glial fibrillar acidic protein (GFAP), NFL, total tau and ubiquitin carboxyl-terminal hydrolase L1 (UCH-L1) independent of concussion occurrence. However, the extent to which sport career duration and sex influence BDM remains unclear. This cross-sectional study examined whether biological sex and exposure-related variables, including age of first exposure to contact sports and time since most recent concussion, were associated with preseason serum concentrations of four brain-derived biomarkers in healthy contact and collision sport athletes. Methods: Male and female collegiate athletes (n=700) participating in contact and collision sports were recruited from six Concussion Assessment, Research and Education (CARE) Consortium sites. Non-fasting venous blood samples were collected during preseason testing, and serum concentrations of GFAP, NFL, UCH-L1 and total tau were quantified. General linear models were used to examine whether biomarker concentrations differed by sex, with sport included as a covariate to account for differences in head impact exposure profiles, age of first exposure (AFE) to contact sports and time since most recent concussion. Separate univariate regressions were conducted within football athletes. Results: Sex significantly predicted GFAP (p<0.001, η²=0.123) and NFL (p=0.029, η² =0.042) concentrations, with females exhibiting higher serum levels than males. Neither sport, AFE nor time since concussion significantly influenced biomarker concentrations. No significant predictors were identified for UCH-L1 or total tau. In the football-specific analysis, AFE and time since concussion were not associated with biomarker levels. Conclusion: Collegiate females participating in contact and collision sports have significantly higher GFAP and NFL serum concentrations than age-matched and sport-matched males, independent of sport, AFE and time since concussion. These findings may contribute to understanding sex-based biological sensitivity to head impact exposure and support the development of biomarker-informed monitoring strategies in athletes.

Indexed as

AthleteConcussionContact sportsFemale

Identifiers

PMID42093761
PMCPMC13141064

What Socratic holds

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LicenceCC BY-NC
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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 Socratic graph.