Related Experiment Video
Updated: Jan 7, 2026

A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
Clinical Manifestations
Yasmin Soliman1, Carmela Tartaglia2,3,4,5,6,7, Juan-Camilo Vargas-González4
1UHN, Toronto, ON, Canada.
Background:
Repetitive head impacts (RHI) in athletes, especially those involved in contact sports, have been associated with white matter hyperintensities (WMH), markers of small vessel disease, and neurodegeneration 1, 2, 3, 4. This study investigates the relationships between concussion history, vascular risk factors, and WMH volume, as well as their associations with cognitive outcomes in athletes with RHI.
Method:
This cross-sectional study included 96 male professional contact sports athletes enrolled in the Canadian Concussion Centre's concussion monitoring program and 21 male controls without a history of concussion. WMH volumes were quantified from T2-weighted FLAIR magnetic resonance imaging using automated segmentation. Vascular risk factors were assessed via questionnaires. Cognitive function was evaluated with standardized neuropsychological tests, and composite scores for memory and executive function were derived using normative data for both athletes and controls. All analyses controlled for age. Linear regression models evaluated associations between concussion history (treated as a continuous variable), WMH volume, cognitive performance, and vascular risk factors.
Result:
Athletes had significantly greater WMH volume than controls (median 1.3 ml vs. 0.8 ml, p = 0.024), although the difference was insignificant when normalized to total intracranial volume. Age was the strongest predictor of WMH volume (β = 0.3851, p < 0.001) and was associated with reduced hippocampal (right: β = -0.012, p < 0.001; left: β = -0.011, p = 0.001) and amygdala volumes (right: β = -0.003, p = 0.003; left: β = -0.004, p = 0.003). Concussion history was associated with declines in executive function (β = -0.0244, p = 0.034) and memory (β = -0.0539, p = 0.027) but not with WMH volume. Vascular risk factors were not significantly associated with WMH or cognitive outcomes.
Conclusion:
Athletes with RHI demonstrated higher WMH volume than controls, mainly driven by age rather than concussion history or vascular risk factors. Concussion history was associated with cognitive impairments in executive function and memory, emphasizing the importance of cognitive monitoring in aging athletes and the need for longitudinal studies to explore the interplay between RHI, aging, cognition, and neurodegeneration.
Related Concept Videos
Chronic Kidney Disease II: Clinical Manifestations
Coronary Artery Disease III: Clinical Manifestations
Endocarditis II: Clinical Features of Infective Endocarditis
Heart Failure III: Clinical Manifestations
Gastroesophageal Reflux Disease II: Clinical Features and Management
Clinical Manifestations
GERD presents itself in a multitude of ways, with symptoms varying from person to person. The hallmark symptoms are...
Hypertension III: Clinical Manifestations and Diagnostic Studies

