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Chronic traumatic encephalopathy is defined by the abnormal accumulation of phosphorylated tau protein, particularly at the depths of the superior frontal sulci, suggesting that sulcal morphology may serve as a relevant structural biomarker. Contact sport athletes, such as former football players, are at elevated risk due to their prolonged exposure to repetitive head impacts. Cortical atrophy linked to underlying tau accumulation may result in shallower and wider sulci, potentially making sulcal morphology an imaging marker for identifying individuals at risk for this disease. This study investigated sulcal morphological differences in former football players and examined associations with age, football-related exposure, clinical diagnosis of traumatic encephalopathy syndrome, levels of certainty for chronic traumatic encephalopathy pathology, neuropsychological performance, and positron emission tomography imaging using flortaucipir. We analysed structural magnetic resonance imaging data from 169 male former football players (mean age 57.2 (8.2) years, range 45\u201374) and 54 age-matched, unexposed asymptomatic male controls (mean age 59.4 (8.5) years, range 45\u201374). Sulcal depth and width were quantified using the CalcSulc, focusing on two regions in each hemisphere commonly affected by chronic traumatic encephalopathy pathology: the superior frontal and occipitotemporal sulci. Generalized least squares models were used to assess group differences and interactions with age and football exposure variables, including age of first exposure, total years played, and cumulative head impact exposure. An analysis of covariance evaluated relationships between sulcal morphology, clinical measures, and flortaucipir uptake, adjusting for age, race, body mass index, education, imaging site, apolipoprotein E4 status, and total intracranial volume. Former football players demonstrated significantly shallower sulcal depth in the left superior frontal sulcus compared to unexposed controls. Earlier age of first exposure and longer football careers were associated with greater widening of the left occipitotemporal sulcus. Higher cumulative head impact exposure was linked to reduced sulcal depth in the left superior frontal region. However, sulcal morphology was not associated with clinical diagnosis, levels of certainty, neuropsychological test performance, or flortaucipir imaging. These findings suggest that sulcal morphology may reflect cumulative exposure to repetitive head impacts, particularly in brain regions vulnerable to chronic traumatic encephalopathy pathology. Future ante- and post-mortem validation studies are needed to determine whether sulcal morphology can serve as a reliable in vivo biomarker of risk.<\/jats:p>","DOI":"10.1093\/braincomms\/fcaf345","type":"journal-article","created":{"date-parts":[[2025,9,9]],"date-time":"2025-09-09T11:33:30Z","timestamp":1757417610000},"source":"Crossref","is-referenced-by-count":5,"title":["Sulcal morphology in former American football players"],"prefix":"10.1093","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-2125-5923","authenticated-orcid":false,"given":"Leonard B","family":"Jung","sequence":"first","affiliation":[{"name":"Department of Rehabilitation Medicine, NYU Grossman School of Medicine , New York, NY 10016 ,","place":["USA"]},{"name":"Psychiatry Neuroimaging Laboratory, Brigham and Women\u2019s Hospital, Harvard Medical School , Boston, MA 02145 ,","place":["USA"]},{"name":"cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig-Maximilians-Universit\u00e4t , Munich, Bavaria 80336 ,","place":["Germany"]},{"name":"Department of Neurosurgery, University Hospital, Ludwig-Maximilians-Universit\u00e4t , Munich, Bavaria 80336 ,","place":["Germany"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anya S","family":"Mirmajlesi","sequence":"additional","affiliation":[{"name":"Department of Rehabilitation Medicine, NYU Grossman School of Medicine , New York, NY 10016 ,","place":["USA"]},{"name":"NYU Langone Concussion Center, NYU Langone Health , New York, NY 10016 ,","place":["USA"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-5326-2090","authenticated-orcid":false,"given":"Jared","family":"Stearns","sequence":"additional","affiliation":[{"name":"Department of Rehabilitation Medicine, NYU Grossman School of Medicine , New York, NY 10016 ,","place":["USA"]},{"name":"NYU Langone Concussion Center, NYU Langone Health , New York, NY 10016 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