Evidence map›Paper›PMID 42465948›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Cognitive and Behavioral Functioning in Female Former Soccer Players: Results from the Head Impact and Trauma Surveillance Study (HITSS).

Shania C Mulayi, Anna Aaronson, Kelsey J Goostrey, Fatima Tuz-Zahra, Yorghos Tripodis, William S Cole-French, Matthew Roebuck, Greta Schneider, Brittany N Pine, Joseph N Palmisano and 14 more

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 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

5 · Who and what money

Authors and funding

24 authors.

Shania C MulayiBoston University Alzheimer's Disease Research Center, Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
Anna AaronsonBoston University Alzheimer's Disease Research Center, Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
Kelsey J GoostreyBoston University Alzheimer's Disease Research Center, Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
Fatima Tuz-ZahraBoston University Alzheimer's Disease Research Center, Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
Yorghos TripodisBoston University Alzheimer's Disease Research Center, Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
William S Cole-FrenchBoston University Alzheimer's Disease Research Center, Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
Matthew RoebuckBoston University Alzheimer's Disease Research Center, Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
Greta SchneiderCenter for Health Data Science (CHDS), Boston University School of Public Health, Boston, MA, USA.
Brittany N PineCenter for Health Data Science (CHDS), Boston University School of Public Health, Boston, MA, USA.
Joseph N PalmisanoCenter for Health Data Science (CHDS), Boston University School of Public Health, Boston, MA, USA.
Brett M MartinCenter for Health Data Science (CHDS), Boston University School of Public Health, Boston, MA, USA.
Kenton H ZavitzCambridge Cognition, Cambridge, MA, USA.
Douglas I KatzBoston University Alzheimer's Disease Research Center, Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
Christopher J NowinskiBoston University Alzheimer's Disease Research Center, Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
Ann C McKeeBoston University Alzheimer's Disease Research Center, Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
Thor D SteinBoston University Alzheimer's Disease Research Center, Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.ORCID 0000-0001-6954-4477
R Scott MackinDepartment of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, California, USA.
Michael D McCleanBoston University Alzheimer's Disease Research Center, Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
Jennifer WeuveDepartment of Epidemiology, Boston University School of Public Health Boston, MA, USA.ORCID 0000-0003-0922-0256
Jesse MezBoston University Alzheimer's Disease Research Center, Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.ORCID 0000-0003-1438-5442
Michael W WeinerDepartment of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, California, USA.
Rachel L NoshenyDepartment of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, California, USA.
Michael L AloscoBoston University Alzheimer's Disease Research Center, Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
Robert A SternBoston University Alzheimer's Disease Research Center, Boston University CTE Center, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.ORCID 0000-0002-5008-077X

Funding

Risk for Later-Life Cognitive Impairment, Neurobehavioral Dysregulation, and Dementia in Former Soccer and American Football Players: The Head Impact and Trauma Surveillance Study (HITSS)R01NS119651 · NINDS · BOSTON UNIVERSITY MEDICAL CAMPUS · PI ALOSCO, MICHAEL · 2021 to 2025
$3.9M
Blood Biomarker Development and Validation in Chronic Traumatic Encephalopathy and Alzheimer's Disease and Alzheimer's Disease Related DementiasR01NS132290 · NINDS · BOSTON UNIVERSITY MEDICAL CAMPUS · PI Michael Alosco, Thor Stein · 2025 to 2026
$1.9M
NINDS NIH HHS R01 NS119651NINDS NIH HHS R01 NS132290
6 · The paper itself

Abstract

Repetitive head impacts (RHI) from contact and collision sports have been associated with later-life cognitive and neurobehavioral impairments, as well as neurodegenerative conditions such as chronic traumatic encephalopathy (CTE). RHI-associated clinical sequelae among female former soccer players, specifically, are not well understood. This cross-sectional study aimed to examine the relationship of RHI exposure proxies (e.g., total years of soccer play, concussion history, highest level of play, and estimated cumulative heading frequency) with clinical measures (e.g., subjective cognitive complaints, objective cognitive performance, behavioral dysregulation, and depressive symptoms) among 2,732 women, aged 40 years or above, enrolled in the Head Impact and Trauma Surveillance Study (HITSS), all of whom formerly played organized soccer. HITSS participants completed an online battery that elicited self-reported cognitive and behavioral complaints and depressive symptoms, and that assessed cognitive performing via computerized tests. Multivariable linear regression models estimated associations between soccer-related RHI proxies and outcome measures, adjusting for age and education. Among the former soccer players, longer duration of soccer play, higher level of play, greater estimated cumulative heading frequency, and concussion history were significantly associated with worse self-reported cognitive functioning, greater behavioral dysregulation, and elevated depressive symptom severity. Apart from a single association between concussion history and PAL FAMS performance, we found no other associations between RHI proxies and objective cognitive test performance. Among middle-aged women who played organized soccer, cumulative RHI exposure was associated with small but statistically significant effects for measures of subjective cognitive complaints, behavioral functioning, and depressive symptoms. Continued monitoring of this large cohort of female former soccer players will improve understanding of long-term consequences of soccer play.

Indexed as

cognitionfemalesrepetitive head impactssoccer

Identifiers

PMID42465948
PMCPMC13370584

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.