ArticleBrain imaging and behavior2021
Framing potential for adverse effects of repetitive subconcussive impacts in soccer in the context of athlete and non-athlete controls.
Article in Brain imaging and behavior, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
19 citing papers in PubMed, 1 synthesis or guideline pooled it, 30 citations in OpenAlex.
- Diffusion Imaging of Sport-related Repetitive Head Impacts-A Systematic Review.Neuropsychology review · 2023Pooled it
- Soccer Heading Exposure-Dependent Microstructural Injury at Depths of Sulci in Adult Amateur Players.Neurology · 2025Article
- Orbitofrontal Gray-White Interface Injury and the Association of Soccer Heading With Verbal Learning.JAMA network open · 2025Article
- Does white matter and vascular injury from repetitive head impacts lead to a novel pattern on T2 FLAIR MRI? A hypothesis proposal and call for research.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025Review
- Characterizing the microstructural transition at the gray matter-white matter interface: Implementation and demonstration of age-associated differences.NeuroImage · 2025Article
- Cognitive functioning and soccer heading: one-year longitudinal assessment among professional players.Arquivos de neuro-psiquiatria · 2025Article
- Article
- American Football On-Field Head Impact Kinematics: Influence of Acceleration Signal Characteristics on Peak Maximal Principal Strain.Annals of biomedical engineering · 2024Article
- Association of player position and functional connectivity alterations in collegiate American football players: an fMRI study.Frontiers in neurology · 2024Article
- Neck strength alone does not mitigate adverse associations of soccer heading with cognitive performance in adult amateur players.PloS one · 2024Article
- Where are We Headed? Evidence to Inform Future Football Heading Guidelines.Sports medicine (Auckland, N.Z.) · 2023Review
- Review
- Blink-related EEG oscillations are neurophysiological indicators of subconcussive head impacts in female soccer players: a preliminary study.Frontiers in human neuroscience · 2023Article
- Quantifying the Magnitude and Longevity of the Effect of Repetitive Head Impacts in Adolescent Soccer Players: Deleterious Effect of Long Headers Extend Beyond a Month.Neurotrauma reports · 2023Article
- Cerebral and cognitive modifications in retired professional soccer players: TC-FOOT protocol, a transverse analytical study.BMJ open · 2022Article
- ADHD May Associate With Reduced Tolerance to Acute Subconcussive Head Impacts: A Pilot Case-Control Intervention Study.Journal of attention disorders · 2022Article
- Effects of docosahexaenoic acid and eicosapentaoic acid supplementation on white matter integrity after repetitive sub-concussive head impacts during American football: Exploratory neuroimaging findings from a pilot RCT.Frontiers in neurology · 2022Article
- Relation between Isometric Neck Strength and White Matter Organization in Collegiate Athletes.Neurotrauma reports · 2020Article
- Association Between Proteomic Blood Biomarkers and DTI/NODDI Metrics in Adolescent Football Players: A Pilot Study.Frontiers in neurology · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 2 institutions in 1 country.
Funding
Abstract
The benefits of athletic activity may be attenuated by sport-related head impacts, including soccer-related concussion and subconcussive events. The purpose of this study is to characterize the specific effects of soccer heading on white matter microstructure and cognitive function, independent of concussion, relative to non-athlete controls and relative to active athletes who are not involved in collision sports. 246 amateur soccer players, 72 non-contact/non-collision sports athletes and 110 healthy,non-athlete controls were included in the study, and underwent cognitive testing and 3T diffusion tensor imaging (DTI). Voxelwise linear regression, comparing soccer players and non-contact/non-collision sports athletes healthy,non-athlete controls, identified regions of abnormally low and high fractional anisotropy (FA), axial diffusivity (AD), radial diffusivity (RD) and mean diffusivity (MD) in athlete participants. Generalized estimating equations were used to examine the effects of 2 week and 1 year heading exposure quartile on cognitive performance and on the volume of each high and each low DTI parameter. Athletes with no or lower exposure to repetitive heading exhibited greater expression of low RD, greater expression of high FA and better performance on tasks of attention, processing speed, verbal memory, and working memory compared to non-athletes. Soccer players with the highest exposure to repetitive head impacts, however, did not differ significantly from healthy, non-athletes on either micro-structural features or cognitive performance, findings not explained by concussion history or demographic factors. These results are consistent with the notion that beneficial effects of athletic conditioning or training on brain structure and function may be attenuated by exposure to repeated subconcussive head impacts.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.