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Structural Brain Differences in Professional Australian Rules Footballers Following Mild Traumatic Brain Injury: When Head Size Matters

aut.relation.articlenumber1701097
aut.relation.journalFrontiers in Neurology
aut.relation.startpage1701097
aut.relation.volume17
dc.contributor.authorLee, Jackson M
dc.contributor.authorPardoe, Heath R
dc.contributor.authorParker, Donna M
dc.contributor.authorPedersen, Mangor
dc.contributor.authorMakdissi, Michael
dc.contributor.authorAbbott, David F
dc.contributor.authorJackson, Graeme D
dc.contributor.authorMito, Remika
dc.date.accessioned2026-02-04T21:20:23Z
dc.date.available2026-02-04T21:20:23Z
dc.date.issued2026-01-16
dc.description.abstract<jats:sec> <jats:title>Introduction</jats:title> <jats:p>Concussion, a type of mild traumatic brain injury common in collision sports, is thought to be associated with subtle brain changes that are not visually appreciable on conventional neuroimaging. This study quantified differences in subcortical volumes from structural MRI between 31 recently concussed professional Australian rules footballers (within 3 months of injury) and 37 healthy, non-athlete controls.</jats:p> </jats:sec> <jats:sec> <jats:title>Methods</jats:title> <jats:p>T1-weighted MRI were acquired at 3 T and processed using FreeSurfer. Hippocampal and amygdala volumes were normalized by estimated total intracranial volume (eTIV). Longitudinal changes were assessed in a subset of 12 footballers with follow-up MRI. Cortical thickness differences were also explored using vertex-wise analysis.</jats:p> </jats:sec> <jats:sec> <jats:title>Results</jats:title> <jats:p>Footballers exhibited lower proportional hippocampal and amygdala volumes, and reduced cortical thickness compared to controls. However, after exploring different methodological approaches for estimating intracranial volume (ICV), volumetric findings were seen to vary based on the ICV estimation method used for normalization.</jats:p> </jats:sec> <jats:sec> <jats:title>Discussion</jats:title> <jats:p>This study demonstrates subtle, likely persistent neuroanatomical differences between professional Australian rules footballers and non-athlete controls. Importantly, we advocate for cautious clinical interpretation of volumetric MRI findings considering methodological variabilities, particularly when inherent cohort differences (such as ICV) may bias results, and provide recommendations for future studies that examine volumetric changes in concussion cohorts.</jats:p> </jats:sec>
dc.identifier.citationFrontiers in Neurology, ISSN: 1664-2295 (Print); 1664-2295 (Online), Frontiers Media SA, 17, 1701097-. doi: 10.3389/fneur.2026.1701097
dc.identifier.doi10.3389/fneur.2026.1701097
dc.identifier.issn1664-2295
dc.identifier.issn1664-2295
dc.identifier.urihttp://hdl.handle.net/10292/20585
dc.publisherFrontiers Media SA
dc.relation.urihttps://www.frontiersin.org/journals/neurology/articles/10.3389/fneur.2026.1701097
dc.rightsCopyright © 2026 Lee, Pardoe, Parker, Pedersen, Makdissi, Abbott, Jackson and Mito. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
dc.rights.accessrightsOpenAccess
dc.subject5202 Biological Psychology
dc.subject52 Psychology
dc.subjectTraumatic Brain Injury (TBI)
dc.subjectBasic Behavioral and Social Science
dc.subjectBrain Disorders
dc.subjectClinical Research
dc.subjectPhysical Injury - Accidents and Adverse Effects
dc.subjectTraumatic Head and Spine Injury
dc.subjectBiomedical Imaging
dc.subjectBehavioral and Social Science
dc.subjectNeurosciences
dc.subjectNeurological
dc.subject1103 Clinical Sciences
dc.subject1109 Neurosciences
dc.subject1701 Psychology
dc.subject3202 Clinical sciences
dc.subject3209 Neurosciences
dc.subject5202 Biological psychology
dc.titleStructural Brain Differences in Professional Australian Rules Footballers Following Mild Traumatic Brain Injury: When Head Size Matters
dc.typeJournal Article
pubs.elements-id753216

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