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Griffith O, Bai X, Walter AE, Gay M, Kelly J, Sebastianelli W, Papa L, Slobounov S. Association of player position and functional connectivity alterations in collegiate American football players: an fMRI study. Front Neurol 2025; 15:1511915. [PMID: 39882371 PMCID: PMC11776490 DOI: 10.3389/fneur.2024.1511915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2024] [Accepted: 12/20/2024] [Indexed: 01/31/2025] Open
Abstract
Introduction Resting state-fMRI, provides a sensitive method for detecting changes in brain functional integrity, both with respect to regional oxygenated blood flow and whole network connectivity. The primary goal of this report was to examine alterations in functional connectivity in collegiate American football players after a season of repetitive head impact exposure. Methods Collegiate football players completed a rs-fMRI at pre-season and 1 week into post-season. A seed-based functional connectivity method, isolating the posterior cingulate cortex (PCC), was utilized to create individual functional connectivity maps. During group analysis, first, voxel-wise paired sample t-tests identified significant changes in connectivity from pre- to post-season, by player, and previous concussion history. Second, 10 DMN ROIs were constructed by overlaying an anatomical map over regions of positive correlation from one-sample t-tests of pre-season and post-season. These ROIs, plus the LpCun, were included in linear mix-effect modeling, with position or concussion history as covariates. Results 66 players were included (mean age 20.6 years; 100% male; 34 (51.5%) non-speed position players). The 10 DMN ROIs showed no alterations from pre-season to post-season. By concussion history, the right temporal ROI demonstrated a significant effect on baseline functional connectivity (p = 0.03). Speed players, but not non-speed players, demonstrated a significant decrease in functional connectivity in the precuneus from pre- to post-season (p < 0.001). Discussion There are region-specific differences functional connectivity related to both position and concussion history in American collegiate football players. Player position affected functional connectivity across a season of football. Position-specific differences in head impact exposure rate and magnitude plays a crucial role in functional connectivity alterations.
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Affiliation(s)
- Owen Griffith
- Department of Kinesiology, Penn State University, 19 Recreation Building, University Park, PA, United States
| | - Xiaoxiao Bai
- Social, Life, and Engineering Sciences Imaging Center, Social Science Research Institute, Penn State University, 120F Chandlee Laboratory, University Park, University Park, PA, United States
| | - Alexa E. Walter
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Michael Gay
- Department of Kinesiology, Penn State University, 19 Recreation Building, University Park, PA, United States
| | - Jon Kelly
- Department of Kinesiology, Penn State University, 19 Recreation Building, University Park, PA, United States
| | - Wayne Sebastianelli
- Penn State Sports Medicine and Physical Therapy, State College, PA, United States
| | - Linda Papa
- Orlando Health, Orlando, FL, United States
| | - Semyon Slobounov
- Department of Kinesiology, Penn State University, 19 Recreation Building, University Park, PA, United States
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Farina FR, Bridgeman K, Gregory S, Crivelli L, Foote IF, Jutila OEI, Kucikova L, Mariano LI, Nguyen KH, Thayanandan T, Akindejoye F, Butler J, Calandri IL, Čepukaitytė G, Chiesa ST, Dawson WD, Deckers K, Cruz-Góngora VDL, Dounavi ME, Govia I, Guzmán-Vélez E, Heikal SA, Hill-Jarrett TG, Ibáñez A, James BD, McGlinchey E, Mullin DS, Muniz-Terrera G, Pintado Caipa M, Qansuwa EM, Robinson L, Santuccione Chadha A, Shannon OM, Su L, Weidner W, Booi L. Next generation brain health: transforming global research and public health to promote prevention of dementia and reduce its risk in young adult populations. THE LANCET. HEALTHY LONGEVITY 2024; 5:100665. [PMID: 39718180 PMCID: PMC11972554 DOI: 10.1016/j.lanhl.2024.100665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 11/10/2024] [Accepted: 11/11/2024] [Indexed: 12/25/2024] Open
Abstract
Efforts to prevent dementia can benefit from precision interventions delivered to the right population at the right time; that is, when the potential to reduce risk is the highest. Young adults (aged 18-39 years) are a neglected population in dementia research and policy making despite being highly exposed to several known modifiable risk factors. The risk and protective factors that have the biggest effect on dementia outcomes in young adulthood, and how these associations differ across regions and groups, still remain unclear. To address these uncertainties, the Next Generation Brain Health team convened a multidisciplinary expert group representing 15 nations across six continents. We identified several high-priority modifiable factors in young adulthood and devised five key recommendations for promoting brain health, ranging from individual to policy levels. Increasing research and policy focus on brain health across the life course, inclusive of younger populations, is the next crucial step in the efforts to prevent dementia at the global level.
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Affiliation(s)
- Francesca R Farina
- Pritzker School of Medicine, The University of Chicago, Chicago, IL, USA; Global Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland.
| | - Katie Bridgeman
- Edinburgh Dementia Prevention, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
| | - Sarah Gregory
- Edinburgh Dementia Prevention, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK; Scottish Brain Sciences, Edinburgh, UK
| | | | - Isabelle F Foote
- Institute for Behavioral Genetics, University of Colorado Boulder, Boulder, CO, USA; Wolfson Institute of Population Health, Queen Mary University of London, London, UK
| | - Otto-Emil I Jutila
- Alzheimer Scotland Dementia Research Centre, University of Edinburgh, Edinburgh, UK
| | - Ludmila Kucikova
- School of Medicine and Population Health, University of Sheffield, Sheffield, UK
| | - Luciano I Mariano
- Global Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland; Cognitive and Behavioural Neurology Group (Clinical Hospital) and Neuroscience Program (Institute of Biological Sciences), Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Kim-Huong Nguyen
- Global Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland; Centre for Health Services Research, School of Public Health, The University of Queensland, Brisbane, QLD, Australia
| | | | - Funmi Akindejoye
- Global Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland; Wicking Dementia Research and Education Centre, University of Tasmania, Hobart, TAS, Australia
| | - Joe Butler
- School of Psychology, University of Sunderland, Sunderland, UK
| | - Ismael L Calandri
- Fleni, Montañeses, Buenos Aires, Argentina; Department of Neurology, Amsterdam Neuroscience, Alzheimer Center Amsterdam, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Giedrė Čepukaitytė
- Institute of Cognitive Neuroscience, University College London, London, UK
| | - Scott T Chiesa
- Institute of Cardiovascular Science, University College London, London, UK
| | - Walter D Dawson
- School of Medicine, Oregon Health & Science University, Portland, OR, USA; Institute on Aging, College of Urban and Public Affairs, Portland State University, Portland, OR, USA
| | - Kay Deckers
- School for Mental Health and Neuroscience, Maastricht University, Maastricht, Netherlands
| | - Vanessa De la Cruz-Góngora
- Global Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland; National Institute of Public Health, Cuernavaca, Mexico
| | | | - Ishtar Govia
- Caribbean Institute for Health Research, The University of West Indies, Kingston, Jamaica; Institute for Global Health, University College London, London, UK
| | - Edmarie Guzmán-Vélez
- Massachusetts General Hospital and the Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Shimaa A Heikal
- Institute of Global Health and Human Ecology, The American University in Cairo, Cairo, Egypt
| | - Tanisha G Hill-Jarrett
- Memory and Aging Center, San Francisco, CA, USA; GBHI, University of California San Francisco, San Francisco, CA, USA
| | - Agustín Ibáñez
- Global Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland; Latin America Brain Health Institute (BrainLat), Universidad Adolfo Ibáñez, Santiago, Chile
| | | | - Eimear McGlinchey
- Global Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland
| | - Donncha S Mullin
- Alzheimer Scotland Dementia Research Centre, University of Edinburgh, Edinburgh, UK; Division of Psychiatry, Royal Edinburgh Hospital, University of Edinburgh, Edinburgh, UK
| | - Graciela Muniz-Terrera
- Edinburgh Dementia Prevention, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK; Department of Social Medicine, Ohio University Heritage College of Osteopathic Medicine, Athens, OH, USA
| | | | - Esraa M Qansuwa
- Institute of Global Health and Human Ecology, The American University in Cairo, Cairo, Egypt
| | - Louise Robinson
- Population Health Sciences Institute, Newcastle University, Newcastle, UK
| | | | - Oliver M Shannon
- Population Health Sciences Institute, Newcastle University, Newcastle, UK
| | - Li Su
- School of Medicine and Population Health, University of Sheffield, Sheffield, UK; Department of Psychiatry, University of Cambridge, Cambridge, UK
| | | | - Laura Booi
- Global Brain Health Institute (GBHI), Trinity College Dublin, Dublin, Ireland; Centre for Dementia Research, School of Health, Leeds Beckett University, Leeds, UK
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Hack L, Singh B, Binkofski F, Helmich I. Repetitive Subconcussive Head Impacts in Sports and Their Impact on Brain Anatomy and Function: A Systematic Review. Int J Sports Med 2024; 45:871-883. [PMID: 38857880 DOI: 10.1055/a-2342-3604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2024]
Abstract
Repetitive subconcussive head impacts occur regularly in sports. However, the exact relationship between their biomechanical properties and their consequences on brain structure and function has not been clarified yet. We therefore reviewed prospective cohort studies that objectively reported the biomechanical characteristics of repetitive subconcussive head impacts and their impact on brain anatomy and function. Only studies with a pre- to post-measurement design were included. Twenty-four studies met the inclusion criteria. Structural white matter alterations, such as reduced fractional anisotropy and an increase in mean diffusivity values, seem to be evident in athletes exposed to repetitive subconcussive head impacts exceeding 10 g. Such changes are observable after only one season of play. Furthermore, a dose-response relationship exists between white matter abnormalities and the total number of subconcussive head impacts. However, functional changes after repetitive subconcussive head impacts remain inconclusive. We therefore conclude that repetitive subconcussive head impacts induce structural changes, but thus far without overt functional changes.
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Affiliation(s)
- Lukas Hack
- Department of Motor Behavior in Sports, German Sport University Cologne, Koln, Germany
- Department of Human Movement Science, University of Hamburg, Hamburg, Germany
| | - Bhagyashree Singh
- Department of Motor Behavior in Sports, German Sport University Cologne, Koln, Germany
| | - Ferdinand Binkofski
- Clinical Cognitive Sciences, University Hospital RWTH Aachen, Aachen , Germany
| | - Ingo Helmich
- Department of Motor Behavior in Sports, German Sport University Cologne, Koln, Germany
- Department of Exercise and Sport Studies, Smith College, Northampton, United States
- Department of Neurology, Psychosomatic Medicine and Psychiatry, German Sport University Cologne, Koln, Germany
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Zheng C, Cao Y, Li Y, Ye Z, Jia X, Li M, Yu Y, Liu W. Long-term table tennis training alters dynamic functional connectivity and white matter microstructure in large scale brain regions. Brain Res 2024; 1838:148889. [PMID: 38552934 DOI: 10.1016/j.brainres.2024.148889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Revised: 03/22/2024] [Accepted: 03/26/2024] [Indexed: 05/12/2024]
Abstract
Table tennis training has been employed as an exercise treatment to enhance cognitive brain functioning in patients with mental illnesses. However, research on its underlying mechanisms remains limited. In this study, we investigated functional and structural changes in large-scale brain regions between 20 table tennis players (TTPs) and 21 healthy controls (HCs) using 7-Tesla magnetic resonance imaging (MRI) techniques. Compared with those of HCs, TTPs exhibited significantly greater fractional anisotropy (FA) and axial diffusivity (AD) values in multiple fiber tracts. We used the locations with the most significant structural changes in white matter as the seed areas and then compared static and dynamic functional connectivity (sFC and dFC). Brodmann 11, located in the orbitofrontal cortex, showed altered dFC values to large-scale brain regions, such as the occipital lobe, thalamus, and cerebellar hemispheres, in TTPs. Brodmann 48, located in the temporal lobe, showed altered dFC to the parietal lobe, frontal lobe, cerebellum, and occipital lobe. Furthermore, the AD values of the forceps minor (Fmi) and right anterior thalamic radiations (ATRs) were negatively correlated with useful field of view (UFOV) test scores in TTPs. Our results suggest that table tennis players exhibit a unique pattern of dynamic neural activity, this provides evidence for potential mechanisms through which table tennis interventions can enhance attention and other cognitive functions.
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Affiliation(s)
- Chanying Zheng
- Interdisciplinary Institute of Neuroscience and Technology, Key Laboratory of Medical Neurobiology of Zhejiang Province, Zhejiang University School of Medicine, Hangzhou, China; Key Laboratory for Biomedical Engineering of Ministry of Education, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China
| | - Yuting Cao
- Key Laboratory for Biomedical Engineering of Ministry of Education, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China
| | - Yuyang Li
- Interdisciplinary Institute of Neuroscience and Technology, Key Laboratory of Medical Neurobiology of Zhejiang Province, Zhejiang University School of Medicine, Hangzhou, China
| | | | - Xize Jia
- School of Psychology, Zhejiang Normal University, Jinhua, China
| | - Mengting Li
- School of Psychology, Zhejiang Normal University, Jinhua, China.
| | - Yang Yu
- Psychiatry Department, the Second Affiliated Hospital Zhejiang University School of Medicine, Zhejiang, Hangzhou, China.
| | - Wenming Liu
- Department of Sport Science, College of Education, Zhejiang University, Hangzhou, China.
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Kwiatkowski A, Weidler C, Habel U, Coverdale NS, Hirad AA, Manning KY, Rauscher A, Bazarian JJ, Cook DJ, Li DKB, Mahon BZ, Menon RS, Taunton J, Reetz K, Romanzetti S, Huppertz C. Uncovering the hidden effects of repetitive subconcussive head impact exposure: A mega-analytic approach characterizing seasonal brain microstructural changes in contact and collision sports athletes. Hum Brain Mapp 2024; 45:e26811. [PMID: 39185683 PMCID: PMC11345636 DOI: 10.1002/hbm.26811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 07/16/2024] [Accepted: 07/20/2024] [Indexed: 08/27/2024] Open
Abstract
Repetitive subconcussive head impacts (RSHI) are believed to induce sub-clinical brain injuries, potentially resulting in cumulative, long-term brain alterations. This study explores patterns of longitudinal brain white matter changes across sports with RSHI-exposure. A systematic literature search identified 22 datasets with longitudinal diffusion magnetic resonance imaging data. Four datasets were centrally pooled to perform uniform quality control and data preprocessing. A total of 131 non-concussed active athletes (American football, rugby, ice hockey; mean age: 20.06 ± 2.06 years) with baseline and post-season data were included. Nonparametric permutation inference (one-sample t tests, one-sided) was applied to analyze the difference maps of multiple diffusion parameters. The analyses revealed widespread lateralized patterns of sports-season-related increases and decreases in mean diffusivity (MD), radial diffusivity (RD), and axial diffusivity (AD) across spatially distinct white matter regions. Increases were shown across one MD-cluster (3195 voxels; mean change: 2.34%), one AD-cluster (5740 voxels; mean change: 1.75%), and three RD-clusters (817 total voxels; mean change: 3.11 to 4.70%). Decreases were shown across two MD-clusters (1637 total voxels; mean change: -1.43 to -1.48%), two RD-clusters (1240 total voxels; mean change: -1.92 to -1.93%), and one AD-cluster (724 voxels; mean change: -1.28%). The resulting pattern implies the presence of strain-induced injuries in central and brainstem regions, with comparatively milder physical exercise-induced effects across frontal and superior regions of the left hemisphere, which need further investigation. This article highlights key considerations that need to be addressed in future work to enhance our understanding of the nature of observed white matter changes, improve the comparability of findings across studies, and promote data pooling initiatives to allow more detailed investigations (e.g., exploring sex- and sport-specific effects).
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Affiliation(s)
- Anna Kwiatkowski
- Department of Psychiatry, Psychotherapy and Psychosomatics, Medical FacultyRWTH Aachen UniversityAachenGermany
| | - Carmen Weidler
- Department of Psychiatry, Psychotherapy and Psychosomatics, Medical FacultyRWTH Aachen UniversityAachenGermany
| | - Ute Habel
- Department of Psychiatry, Psychotherapy and Psychosomatics, Medical FacultyRWTH Aachen UniversityAachenGermany
- Institute of Neuroscience and Medicine 10, Research Centre JülichJülichGermany
- JARA‐BRAIN Institute Brain Structure Function Relationship, Research Center Jülich and RWTH Aachen UniversityAachenGermany
| | | | - Adnan A. Hirad
- Department of SurgeryUniversity of Rochester Medical CenterRochesterNew YorkUSA
- Department of NeuroscienceUniversity of Rochester Medical CenterRochesterNew YorkUSA
- Del Monte Neuroscience Institute, University of RochesterNew YorkUSA
| | - Kathryn Y. Manning
- Department of RadiologyUniversity of Calgary and Alberta Children's Hospital Research InstituteCalgaryAlbertaCanada
| | - Alexander Rauscher
- Department of Radiology, Faculty of MedicineUniversity of British ColumbiaVancouverBritish ColumbiaCanada
- Department of Pediatrics, Division of NeurologyUniversity of British ColumbiaVancouverBritish ColumbiaCanada
- Department of Physics and AstronomyUniversity of British ColumbiaVancouverBritish ColumbiaCanada
- UBC MRI Research Centre, University of British ColumbiaVancouverBritish ColumbiaCanada
| | - Jeffrey J. Bazarian
- Department of Emergency MedicineUniversity of Rochester School of Medicine and DentistryRochesterNew YorkUSA
| | - Douglas J. Cook
- Centre for Neuroscience Studies, Queen's UniversityKingstonOntarioCanada
- Division of Neurosurgery, Department of SurgeryQueen's UniversityKingstonOntarioCanada
| | - David K. B. Li
- Department of Radiology, Faculty of MedicineUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | - Bradford Z. Mahon
- Department of PsychologyCarnegie Mellon UniversityPittsburghPennsylvaniaUSA
- Carnegie Mellon Neuroscience InstitutePittsburghPennsylvaniaUSA
- Department of NeurosurgeryUniversity of Rochester Medical CenterRochesterNew YorkUSA
| | - Ravi S. Menon
- Centre for Functional and Metabolic Mapping, Robarts Research Institute, University of Western OntarioLondonOntarioCanada
| | - Jack Taunton
- Allan McGavin Sports Medicine Centre, Faculty of MedicineUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | - Kathrin Reetz
- Department of Neurology, Medical FacultyRWTH Aachen UniversityAachenGermany
- JARA‐BRAIN Institute Molecular Neuroscience and Neuroimaging, Research Center Jülich and RWTH Aachen UniversityAachenGermany
| | - Sandro Romanzetti
- Department of Neurology, Medical FacultyRWTH Aachen UniversityAachenGermany
- JARA‐BRAIN Institute Molecular Neuroscience and Neuroimaging, Research Center Jülich and RWTH Aachen UniversityAachenGermany
| | - Charlotte Huppertz
- Department of Psychiatry, Psychotherapy and Psychosomatics, Medical FacultyRWTH Aachen UniversityAachenGermany
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6
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Brooks JS, Dickey JP. Effect of Repetitive Head Impacts on Saccade Performance in Canadian University Football Players. Clin J Sport Med 2024; 34:280-287. [PMID: 38150378 PMCID: PMC11042529 DOI: 10.1097/jsm.0000000000001202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Accepted: 11/07/2023] [Indexed: 12/29/2023]
Abstract
OBJECTIVE Investigate the effect of cumulative head impacts on saccade latency and errors, measured across two successive football seasons. DESIGN Participants were acquired from a sample of convenience-one Canadian university football team. Head impacts were collected during training camp, practices, eight regular season games, and four playoff games in each season. Saccade measurements were collected at five time points-before and after training camp, at midseason, after regular season, and after playoffs. SETTING Two seasons following players from a single USports football team during practices and games. PARTICIPANTS Players who completed a baseline saccade measurement and a minimum of one follow-up measurement were included in the study. A total of 127 players were monitored across two competitive seasons, including 61 players who participated in both seasons. INDEPENDENT VARIABLES Head impact measurements were collected using helmet-mounted sensors. MAIN OUTCOME MEASURES Saccade latency and number of errors were measured using high-speed video or electro-oculography. RESULTS On average, each head impact increased prosaccade latency by 5.16 × 10 -3 ms (95% confidence interval [CI], 2.26 × 10 -4 -1.00 × 10 -2 , P = 0.03) and antisaccade latency by 5.74 × 10 -3 ms (95% CI, 7.18 × 10 -4 -1.06 × 10 -2 , P = 0.02). These latency increases did not decrease between the two seasons; in fact, prosaccade latencies were 23.20 ms longer (95% CI, 19.40-27.14, P < 0.001) at the second season's baseline measurement than the first. The number of saccade errors was not affected by cumulative head impacts. CONCLUSIONS Repetitive head impacts in Canadian university football result in cumulative declines in brain function as measured by saccade performance. CLINICAL RELEVANCE Football organizations should consider implementing policies focused on reducing head impacts to improve player safety.
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Affiliation(s)
- Jeffrey S. Brooks
- School of Kinesiology, Faculty of Health Sciences, Western University, London, ON, Canada
- Department of Mechanical and Materials Engineering, Faculty of Engineering, Western University, London, ON, Canada; and
| | - James P. Dickey
- School of Kinesiology, Faculty of Health Sciences, Western University, London, ON, Canada
- School of Biomedical Engineering, Western University, London, ON, Canada
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Palazzolo JM, Goble DJ, Labban JD, Ross SE, Duffy DM, Rhea CK. Differences in pre-season balance among student athletes based on level of contact, age, and sex. Gait Posture 2024; 110:35-40. [PMID: 38479339 DOI: 10.1016/j.gaitpost.2024.02.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 02/09/2024] [Accepted: 02/23/2024] [Indexed: 04/29/2024]
Abstract
BACKGROUND Assessing postural control is important for the assessment of motor function after concussion. Data used for postural control assessment typically do not take the sport played, age, or sex of the athlete into consideration. It is plausible these variables may be significant when making return-to-play decisions. RESEARCH QUESTION This study used the BTrackS database to examine differences in postural control in athletes playing different types of sports and across sex and age. METHODS BTrackS data from 9093 high school to college-aged athletes (aged 14-22 years) were examined employing a One-way ANOVA with a post-hoc test to compare CoP path length between sport types. A moderation analysis was used to test interaction effects of sex and age on a CoP/BMI ratio. RESULTS Significant differences were observed between sport types, F(3,9089) = 42.4, p <.001, η2 = 0.014. Post hoc tests indicated that collision (M = 25.0, SD = 7.6) sport athletes exhibited significantly higher CoP measures compared to the contact (M = 23.4, SD = 7.4), limited contact (M = 22.9, SD = 6.9), and non-contact (M = 23.0, SD = 7.4) athletes. There was no difference between other sport types (p >.20). A significant mean sex difference (Mmale = 0.924, Mfemale = 0.898, p <.001) and a quadratic association with age, (β = -0.042, p <.001) was observed. Further, magnitude of those age differences decreased with age (β = 0.011, p <.001). An interaction of age and sex was significant for linear (β = 0.020, p <.001) and quadratic terms (β = -0.006, p <.001). SIGNIFICANCE Athletes exhibited different postural control when the type of sport, age, and sex was taken into consideration. This data possess clinical significance as this suggests that normative postural control data for collision sport athletes should be derived from data based upon type of sport played, age, and sex of the athlete.
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Affiliation(s)
- John M Palazzolo
- Department of Health and Exercise Sciences, Truman State University, Kirksville, MO, USA.
| | - Daniel J Goble
- Department of Humna Movement Science, Oakland University, Rochester, MI, USA
| | - Jeff D Labban
- Department of Kinesiology, University of North Carolina at Greensboro, Greensboro, NC, USA
| | - Scott E Ross
- Department of Kinesiology, University of North Carolina at Greensboro, Greensboro, NC, USA
| | - Donna M Duffy
- Department of Kinesiology, University of North Carolina at Greensboro, Greensboro, NC, USA
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8
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Goubran M, Mills BD, Georgiadis M, Karimpoor M, Mouchawar N, Sami S, Dennis EL, Akers C, Mitchell L, Boldt B, Douglas D, DiGiacomo PS, Rosenberg J, Grant G, Wintermark M, Camarillo DB, Zeineh M. Microstructural Alterations in Tract Development in College Football and Volleyball Players: A Longitudinal Diffusion MRI Study. Neurology 2023; 101:e953-e965. [PMID: 37479529 PMCID: PMC10501097 DOI: 10.1212/wnl.0000000000207543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 05/05/2023] [Indexed: 07/23/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Repeated impacts in high-contact sports such as American football can affect the brain's microstructure, which can be studied using diffusion MRI. Most imaging studies are cross-sectional, do not include low-contact players as controls, or lack advanced tract-specific microstructural metrics. We aimed to investigate longitudinal changes in high-contact collegiate athletes compared with low-contact controls using advanced diffusion MRI and automated fiber quantification. METHODS We examined brain microstructure in high-contact (football) and low-contact (volleyball) collegiate athletes with up to 4 years of follow-up. Inclusion criteria included university and team enrollment. Exclusion criteria included history of neurosurgery, severe brain injury, and major neurologic or substance abuse disorder. We investigated diffusion metrics along the length of tracts using nested linear mixed-effects models to ascertain the acute and chronic effects of subconcussive and concussive impacts, and associations between diffusion changes with clinical, behavioral, and sports-related measures. RESULTS Forty-nine football and 24 volleyball players (271 total scans) were included. Football players had significantly divergent trajectories in multiple microstructural metrics and tracts. Longitudinal increases in fractional anisotropy and axonal water fraction, and decreases in radial/mean diffusivity and orientation dispersion index, were present in volleyball but absent in football players (all findings |T-statistic|> 3.5, p value <0.0001). This pattern was present in the callosum forceps minor, superior longitudinal fasciculus, thalamic radiation, and cingulum hippocampus. Longitudinal differences were more prominent and observed in more tracts in concussed football players (n = 24, |T|> 3.6, p < 0.0001). An analysis of immediate postconcussion scans (n = 12) demonstrated a transient localized increase in axial diffusivity and mean/radial kurtosis in the uncinate and cingulum hippocampus (|T| > 3.7, p < 0.0001). Finally, within football players, those with high position-based impact risk demonstrated increased intracellular volume fraction longitudinally (T = 3.6, p < 0.0001). DISCUSSION The observed longitudinal changes seen in football, and especially concussed athletes, could reveal diminished myelination, altered axonal calibers, or depressed pruning processes leading to a static, nondecreasing axonal dispersion. This prospective longitudinal study demonstrates divergent tract-specific trajectories of brain microstructure, possibly reflecting a concussive and repeated subconcussive impact-related alteration of white matter development in football athletes.
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Affiliation(s)
- Maged Goubran
- From the Departments of Radiology (Maged Goubran, B.D.M., Marios Georgiadis, M.K., N.M., C.A., L.M., D.D., P.S.D., J.R., M.W., M.Z.), Neurosurgery (G.G.), and Bioengineering (D.B.C.), Stanford University, CA; Department of Medical Biophysics (Maged Goubran) and Physical Sciences Platform & Hurvitz Brain Sciences Research Program (Maged Goubran), Sunnybrook Research Institute, University of Toronto, ON, Canada; Stanford Center for Clinical Research (S.S.), CA; Department of Neurology (E.L.D.), University of Utah School of Medicine, Salt Lake City; Department of Radiology (B.B.), Uniformed Services University of the Health Sciences, Bethesda, MD; and Department of Radiology (B.B.), Madigan Army Medical Center, Tacoma, WA
| | - Brian David Mills
- From the Departments of Radiology (Maged Goubran, B.D.M., Marios Georgiadis, M.K., N.M., C.A., L.M., D.D., P.S.D., J.R., M.W., M.Z.), Neurosurgery (G.G.), and Bioengineering (D.B.C.), Stanford University, CA; Department of Medical Biophysics (Maged Goubran) and Physical Sciences Platform & Hurvitz Brain Sciences Research Program (Maged Goubran), Sunnybrook Research Institute, University of Toronto, ON, Canada; Stanford Center for Clinical Research (S.S.), CA; Department of Neurology (E.L.D.), University of Utah School of Medicine, Salt Lake City; Department of Radiology (B.B.), Uniformed Services University of the Health Sciences, Bethesda, MD; and Department of Radiology (B.B.), Madigan Army Medical Center, Tacoma, WA
| | - Marios Georgiadis
- From the Departments of Radiology (Maged Goubran, B.D.M., Marios Georgiadis, M.K., N.M., C.A., L.M., D.D., P.S.D., J.R., M.W., M.Z.), Neurosurgery (G.G.), and Bioengineering (D.B.C.), Stanford University, CA; Department of Medical Biophysics (Maged Goubran) and Physical Sciences Platform & Hurvitz Brain Sciences Research Program (Maged Goubran), Sunnybrook Research Institute, University of Toronto, ON, Canada; Stanford Center for Clinical Research (S.S.), CA; Department of Neurology (E.L.D.), University of Utah School of Medicine, Salt Lake City; Department of Radiology (B.B.), Uniformed Services University of the Health Sciences, Bethesda, MD; and Department of Radiology (B.B.), Madigan Army Medical Center, Tacoma, WA
| | - Mahta Karimpoor
- From the Departments of Radiology (Maged Goubran, B.D.M., Marios Georgiadis, M.K., N.M., C.A., L.M., D.D., P.S.D., J.R., M.W., M.Z.), Neurosurgery (G.G.), and Bioengineering (D.B.C.), Stanford University, CA; Department of Medical Biophysics (Maged Goubran) and Physical Sciences Platform & Hurvitz Brain Sciences Research Program (Maged Goubran), Sunnybrook Research Institute, University of Toronto, ON, Canada; Stanford Center for Clinical Research (S.S.), CA; Department of Neurology (E.L.D.), University of Utah School of Medicine, Salt Lake City; Department of Radiology (B.B.), Uniformed Services University of the Health Sciences, Bethesda, MD; and Department of Radiology (B.B.), Madigan Army Medical Center, Tacoma, WA
| | - Nicole Mouchawar
- From the Departments of Radiology (Maged Goubran, B.D.M., Marios Georgiadis, M.K., N.M., C.A., L.M., D.D., P.S.D., J.R., M.W., M.Z.), Neurosurgery (G.G.), and Bioengineering (D.B.C.), Stanford University, CA; Department of Medical Biophysics (Maged Goubran) and Physical Sciences Platform & Hurvitz Brain Sciences Research Program (Maged Goubran), Sunnybrook Research Institute, University of Toronto, ON, Canada; Stanford Center for Clinical Research (S.S.), CA; Department of Neurology (E.L.D.), University of Utah School of Medicine, Salt Lake City; Department of Radiology (B.B.), Uniformed Services University of the Health Sciences, Bethesda, MD; and Department of Radiology (B.B.), Madigan Army Medical Center, Tacoma, WA
| | - Sohrab Sami
- From the Departments of Radiology (Maged Goubran, B.D.M., Marios Georgiadis, M.K., N.M., C.A., L.M., D.D., P.S.D., J.R., M.W., M.Z.), Neurosurgery (G.G.), and Bioengineering (D.B.C.), Stanford University, CA; Department of Medical Biophysics (Maged Goubran) and Physical Sciences Platform & Hurvitz Brain Sciences Research Program (Maged Goubran), Sunnybrook Research Institute, University of Toronto, ON, Canada; Stanford Center for Clinical Research (S.S.), CA; Department of Neurology (E.L.D.), University of Utah School of Medicine, Salt Lake City; Department of Radiology (B.B.), Uniformed Services University of the Health Sciences, Bethesda, MD; and Department of Radiology (B.B.), Madigan Army Medical Center, Tacoma, WA
| | - Emily Larson Dennis
- From the Departments of Radiology (Maged Goubran, B.D.M., Marios Georgiadis, M.K., N.M., C.A., L.M., D.D., P.S.D., J.R., M.W., M.Z.), Neurosurgery (G.G.), and Bioengineering (D.B.C.), Stanford University, CA; Department of Medical Biophysics (Maged Goubran) and Physical Sciences Platform & Hurvitz Brain Sciences Research Program (Maged Goubran), Sunnybrook Research Institute, University of Toronto, ON, Canada; Stanford Center for Clinical Research (S.S.), CA; Department of Neurology (E.L.D.), University of Utah School of Medicine, Salt Lake City; Department of Radiology (B.B.), Uniformed Services University of the Health Sciences, Bethesda, MD; and Department of Radiology (B.B.), Madigan Army Medical Center, Tacoma, WA
| | - Carolyn Akers
- From the Departments of Radiology (Maged Goubran, B.D.M., Marios Georgiadis, M.K., N.M., C.A., L.M., D.D., P.S.D., J.R., M.W., M.Z.), Neurosurgery (G.G.), and Bioengineering (D.B.C.), Stanford University, CA; Department of Medical Biophysics (Maged Goubran) and Physical Sciences Platform & Hurvitz Brain Sciences Research Program (Maged Goubran), Sunnybrook Research Institute, University of Toronto, ON, Canada; Stanford Center for Clinical Research (S.S.), CA; Department of Neurology (E.L.D.), University of Utah School of Medicine, Salt Lake City; Department of Radiology (B.B.), Uniformed Services University of the Health Sciences, Bethesda, MD; and Department of Radiology (B.B.), Madigan Army Medical Center, Tacoma, WA
| | - Lex Mitchell
- From the Departments of Radiology (Maged Goubran, B.D.M., Marios Georgiadis, M.K., N.M., C.A., L.M., D.D., P.S.D., J.R., M.W., M.Z.), Neurosurgery (G.G.), and Bioengineering (D.B.C.), Stanford University, CA; Department of Medical Biophysics (Maged Goubran) and Physical Sciences Platform & Hurvitz Brain Sciences Research Program (Maged Goubran), Sunnybrook Research Institute, University of Toronto, ON, Canada; Stanford Center for Clinical Research (S.S.), CA; Department of Neurology (E.L.D.), University of Utah School of Medicine, Salt Lake City; Department of Radiology (B.B.), Uniformed Services University of the Health Sciences, Bethesda, MD; and Department of Radiology (B.B.), Madigan Army Medical Center, Tacoma, WA
| | - Brian Boldt
- From the Departments of Radiology (Maged Goubran, B.D.M., Marios Georgiadis, M.K., N.M., C.A., L.M., D.D., P.S.D., J.R., M.W., M.Z.), Neurosurgery (G.G.), and Bioengineering (D.B.C.), Stanford University, CA; Department of Medical Biophysics (Maged Goubran) and Physical Sciences Platform & Hurvitz Brain Sciences Research Program (Maged Goubran), Sunnybrook Research Institute, University of Toronto, ON, Canada; Stanford Center for Clinical Research (S.S.), CA; Department of Neurology (E.L.D.), University of Utah School of Medicine, Salt Lake City; Department of Radiology (B.B.), Uniformed Services University of the Health Sciences, Bethesda, MD; and Department of Radiology (B.B.), Madigan Army Medical Center, Tacoma, WA
| | - David Douglas
- From the Departments of Radiology (Maged Goubran, B.D.M., Marios Georgiadis, M.K., N.M., C.A., L.M., D.D., P.S.D., J.R., M.W., M.Z.), Neurosurgery (G.G.), and Bioengineering (D.B.C.), Stanford University, CA; Department of Medical Biophysics (Maged Goubran) and Physical Sciences Platform & Hurvitz Brain Sciences Research Program (Maged Goubran), Sunnybrook Research Institute, University of Toronto, ON, Canada; Stanford Center for Clinical Research (S.S.), CA; Department of Neurology (E.L.D.), University of Utah School of Medicine, Salt Lake City; Department of Radiology (B.B.), Uniformed Services University of the Health Sciences, Bethesda, MD; and Department of Radiology (B.B.), Madigan Army Medical Center, Tacoma, WA
| | - Phillip Scott DiGiacomo
- From the Departments of Radiology (Maged Goubran, B.D.M., Marios Georgiadis, M.K., N.M., C.A., L.M., D.D., P.S.D., J.R., M.W., M.Z.), Neurosurgery (G.G.), and Bioengineering (D.B.C.), Stanford University, CA; Department of Medical Biophysics (Maged Goubran) and Physical Sciences Platform & Hurvitz Brain Sciences Research Program (Maged Goubran), Sunnybrook Research Institute, University of Toronto, ON, Canada; Stanford Center for Clinical Research (S.S.), CA; Department of Neurology (E.L.D.), University of Utah School of Medicine, Salt Lake City; Department of Radiology (B.B.), Uniformed Services University of the Health Sciences, Bethesda, MD; and Department of Radiology (B.B.), Madigan Army Medical Center, Tacoma, WA
| | - Jarrett Rosenberg
- From the Departments of Radiology (Maged Goubran, B.D.M., Marios Georgiadis, M.K., N.M., C.A., L.M., D.D., P.S.D., J.R., M.W., M.Z.), Neurosurgery (G.G.), and Bioengineering (D.B.C.), Stanford University, CA; Department of Medical Biophysics (Maged Goubran) and Physical Sciences Platform & Hurvitz Brain Sciences Research Program (Maged Goubran), Sunnybrook Research Institute, University of Toronto, ON, Canada; Stanford Center for Clinical Research (S.S.), CA; Department of Neurology (E.L.D.), University of Utah School of Medicine, Salt Lake City; Department of Radiology (B.B.), Uniformed Services University of the Health Sciences, Bethesda, MD; and Department of Radiology (B.B.), Madigan Army Medical Center, Tacoma, WA
| | - Gerald Grant
- From the Departments of Radiology (Maged Goubran, B.D.M., Marios Georgiadis, M.K., N.M., C.A., L.M., D.D., P.S.D., J.R., M.W., M.Z.), Neurosurgery (G.G.), and Bioengineering (D.B.C.), Stanford University, CA; Department of Medical Biophysics (Maged Goubran) and Physical Sciences Platform & Hurvitz Brain Sciences Research Program (Maged Goubran), Sunnybrook Research Institute, University of Toronto, ON, Canada; Stanford Center for Clinical Research (S.S.), CA; Department of Neurology (E.L.D.), University of Utah School of Medicine, Salt Lake City; Department of Radiology (B.B.), Uniformed Services University of the Health Sciences, Bethesda, MD; and Department of Radiology (B.B.), Madigan Army Medical Center, Tacoma, WA
| | - Max Wintermark
- From the Departments of Radiology (Maged Goubran, B.D.M., Marios Georgiadis, M.K., N.M., C.A., L.M., D.D., P.S.D., J.R., M.W., M.Z.), Neurosurgery (G.G.), and Bioengineering (D.B.C.), Stanford University, CA; Department of Medical Biophysics (Maged Goubran) and Physical Sciences Platform & Hurvitz Brain Sciences Research Program (Maged Goubran), Sunnybrook Research Institute, University of Toronto, ON, Canada; Stanford Center for Clinical Research (S.S.), CA; Department of Neurology (E.L.D.), University of Utah School of Medicine, Salt Lake City; Department of Radiology (B.B.), Uniformed Services University of the Health Sciences, Bethesda, MD; and Department of Radiology (B.B.), Madigan Army Medical Center, Tacoma, WA
| | - David Benjamin Camarillo
- From the Departments of Radiology (Maged Goubran, B.D.M., Marios Georgiadis, M.K., N.M., C.A., L.M., D.D., P.S.D., J.R., M.W., M.Z.), Neurosurgery (G.G.), and Bioengineering (D.B.C.), Stanford University, CA; Department of Medical Biophysics (Maged Goubran) and Physical Sciences Platform & Hurvitz Brain Sciences Research Program (Maged Goubran), Sunnybrook Research Institute, University of Toronto, ON, Canada; Stanford Center for Clinical Research (S.S.), CA; Department of Neurology (E.L.D.), University of Utah School of Medicine, Salt Lake City; Department of Radiology (B.B.), Uniformed Services University of the Health Sciences, Bethesda, MD; and Department of Radiology (B.B.), Madigan Army Medical Center, Tacoma, WA
| | - Michael Zeineh
- From the Departments of Radiology (Maged Goubran, B.D.M., Marios Georgiadis, M.K., N.M., C.A., L.M., D.D., P.S.D., J.R., M.W., M.Z.), Neurosurgery (G.G.), and Bioengineering (D.B.C.), Stanford University, CA; Department of Medical Biophysics (Maged Goubran) and Physical Sciences Platform & Hurvitz Brain Sciences Research Program (Maged Goubran), Sunnybrook Research Institute, University of Toronto, ON, Canada; Stanford Center for Clinical Research (S.S.), CA; Department of Neurology (E.L.D.), University of Utah School of Medicine, Salt Lake City; Department of Radiology (B.B.), Uniformed Services University of the Health Sciences, Bethesda, MD; and Department of Radiology (B.B.), Madigan Army Medical Center, Tacoma, WA.
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9
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Wilson A, Stevens WD, Sergio L, Wojtowicz M. Altered Brain Functional Connectivity in Female Athletes Over the Course of a Season of Collision or Contact Sports. Neurotrauma Rep 2022; 3:377-387. [PMID: 36204391 PMCID: PMC9531888 DOI: 10.1089/neur.2022.0010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
University athletes are exposed to numerous impacts to the body and head, though the potential cumulative effects of such hits remain elusive. This study examined resting-state functional connectivity (rsFC) of brain networks in female varsity athletes over the course of a season. Nineteen female university athletes involved in collision (N = 12) and contact (N = 7) sports underwent functional magnetic resonance imaging scans at both pre- and post-season. A group-level independent component analysis (ICA) was used to investigate differences in rsFC over the course of a season and differences between contact and collision sport athletes. Decreased rsFC was observed over the course of the season between the default mode network (DMN) and regions in the frontal, parietal, and occipital lobe (p false discovery rate, ≤0.05) driven by differences in the contact group. There was also a main effect of group in the dorsal attention network (DAN) driven by differences between contact and collision groups at pre-season. Differences identified over the course of a season of play indicate largely decreased rsFC within the DMN, and level of contact was associated with differences in rsFC of the DAN. The association between exposure to repetitive head impacts (RHIs) and observed changes in network rsFC supplements the growing literature suggesting that even non-concussed athletes may be at risk for changes in brain functioning. However, the complexity of examining the direct effects of RHIs highlights the need to consider multiple factors, including mental health and sport-specific training and expertise, that may potentially be associated with neural changes.
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Affiliation(s)
- Alyssia Wilson
- Department of Psychology, York University, Toronto, Ontario, Canada
| | - W. Dale Stevens
- Department of Psychology, York University, Toronto, Ontario, Canada
| | - Lauren Sergio
- School of Kinesiology, York University, Toronto, Ontario, Canada
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10
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McDonald MA, Tayebi M, McGeown JP, Kwon EE, Holdsworth SJ, Danesh‐Meyer HV. A window into eye movement dysfunction following mTBI: A scoping review of magnetic resonance imaging and eye tracking findings. Brain Behav 2022; 12:e2714. [PMID: 35861623 PMCID: PMC9392543 DOI: 10.1002/brb3.2714] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Revised: 04/11/2022] [Accepted: 05/23/2022] [Indexed: 12/01/2022] Open
Abstract
Mild traumatic brain injury (mTBI), commonly known as concussion, is a complex neurobehavioral phenomenon affecting six in 1000 people globally each year. Symptoms last between days and years as microstructural damage to axons and neurometabolic changes result in brain network disruption. There is no clinically available objective biomarker to diagnose the severity of injury or monitor recovery. However, emerging evidence suggests eye movement dysfunction (e.g., saccades and smooth pursuits) in patients with mTBI. Patients with a higher symptom burden and prolonged recovery time following injury may show higher degrees of eye movement dysfunction. Likewise, recent advances in magnetic resonance imaging (MRI) have revealed both white matter tract damage and functional network alterations in mTBI patients, which involve areas responsible for the ocular motor control. This scoping review is presented in three sections: Section 1 explores the anatomical control of eye movements to aid the reader with interpreting the discussion in subsequent sections. Section 2 examines the relationship between abnormal MRI findings and eye tracking after mTBI based on the available evidence. Finally, Section 3 communicates gaps in our knowledge about MRI and eye tracking, which should be addressed in order to substantiate this emerging field.
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Affiliation(s)
- Matthew A. McDonald
- Department of OphthalmologyUniversity of AucklandAucklandNew Zealand
- Mātai Medical Research InstituteGisborneNew Zealand
| | - Maryam Tayebi
- Department of OphthalmologyUniversity of AucklandAucklandNew Zealand
- Auckland Bioengineering InstituteUniversity of AucklandAucklandNew Zealand
| | - Joshua P. McGeown
- Mātai Medical Research InstituteGisborneNew Zealand
- Auckland University of Technology Traumatic Brain Injury NetworkAucklandNew Zealand
| | - Eryn E. Kwon
- Department of OphthalmologyUniversity of AucklandAucklandNew Zealand
- Mātai Medical Research InstituteGisborneNew Zealand
- Auckland Bioengineering InstituteUniversity of AucklandAucklandNew Zealand
| | - Samantha J Holdsworth
- Department of OphthalmologyUniversity of AucklandAucklandNew Zealand
- Mātai Medical Research InstituteGisborneNew Zealand
- Department of Anatomy and Medical ImagingUniversity of AucklandAucklandNew Zealand
| | - Helen V Danesh‐Meyer
- Department of OphthalmologyUniversity of AucklandAucklandNew Zealand
- Eye InstituteAucklandNew Zealand
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11
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Repeated Sub-Concussive Impacts and the Negative Effects of Contact Sports on Cognition and Brain Integrity. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19127098. [PMID: 35742344 PMCID: PMC9222631 DOI: 10.3390/ijerph19127098] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Revised: 05/29/2022] [Accepted: 06/06/2022] [Indexed: 11/29/2022]
Abstract
Sports are yielding a wealth of benefits for cardiovascular fitness, for psychological resilience, and for cognition. The amount of practice, and the type of practiced sports, are of importance to obtain these benefits and avoid any side effects. This is especially important in the context of contact sports. Contact sports are not only known to be a major source of injuries of the musculoskeletal apparatus, they are also significantly related to concussion and sub-concussion. Sub-concussive head impacts accumulate throughout the active sports career, and thus can cause measurable deficits and changes to brain health. Emerging research in the area of cumulative sub-concussions in contact sports has revealed several associated markers of brain injury. For example, recent studies discovered that repeated headers in soccer not only cause measurable signs of cognitive impairment but are also related to a prolonged cortical silent period in transcranial magnetic stimulation measurements. Other cognitive and neuroimaging biomarkers are also pointing to adverse effects of heading. A range of fluid biomarkers completes the picture of cumulating effects of sub-concussive impacts. Those accumulating effects can cause significant cognitive impairment later in life of active contact sportswomen and men. The aim of this review is to highlight the current scientific evidence on the effects of repeated sub-concussive head impacts on contact sports athletes’ brains, identify the areas in need of further investigation, highlight the potential of advanced neuroscientific methods, and comment on the steps governing bodies have made to address this issue. We conclude that there are indeed neural and biofluid markers that can help better understand the effects of repeated sub-concussive head impacts and that some aspects of contact sports should be redefined, especially in situations where sub-concussive impacts and concussions can be minimized.
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12
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DiFabio MS, Smith DR, Breedlove KM, Pohlig RT, Buckley TA, Johnson CL. Altered Brain Functional Connectivity in the Frontoparietal Network following an Ice Hockey Season. Eur J Sport Sci 2022; 23:684-692. [PMID: 35466861 DOI: 10.1080/17461391.2022.2069512] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
AbstractSustaining sports-related head impacts has been reported to result in neurological changes that potentially lead to later-life neurological disease. Advanced neuroimaging techniques have been used to detect subtle neurological effects resulting from head impacts, even after a single competitive season. The current study used resting-state functional magnetic resonance imaging to assess changes in functional connectivity of the frontoparietal network, a brain network responsible for executive functioning, in collegiate club ice hockey players over one season. Each player was scanned before and after the season and wore accelerometers to measure head impacts at practices and home games throughout the season. We examined pre- to post-season differences in connectivity within the frontoparietal and default mode networks, as well as the relationship between the total number of head impacts sustained and changes in connectivity. We found a significant interaction between network region of interest and time point (p = 0.016), in which connectivity between the left and right posterior parietal cortex seed regions increased over the season (p < 0.01). Number of impacts had a significant effect on frontoparietal network connectivity, such that more impacts were related to greater connectivity differences over the season (p = 0.042). Overall, functional connectivity increased in ice hockey athletes over a season between regions involved in executive functioning, and sensory integration, in particular. Furthermore, those who sustained more impacts had the greatest changes in connectivity. Consistent with prior findings in resting-state sports-related head impact literature, these findings have been suggested to represent brain injury.
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Affiliation(s)
- Melissa S DiFabio
- Department of Biomedical Engineering, University of Delaware, Newark, DE.,Department of Child and Adolescent Psychiatry, Psychomatics, and Psychotherapy, Ludwig-Maximilans-Universität München - University of Munich, Munich, Germany
| | - Daniel R Smith
- Department of Biomedical Engineering, University of Delaware, Newark, DE
| | - Katherine M Breedlove
- Center for Clinical Spectroscopy, Brigham and Women's Hospital, Boston, MA.,Department of Radiology, Harvard Medical School, Boston, MA
| | - Ryan T Pohlig
- Biostatistics Core Facility, College of Health Sciences, University of Delaware, Newark, DE
| | - Thomas A Buckley
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, DE
| | - Curtis L Johnson
- Department of Biomedical Engineering, University of Delaware, Newark, DE
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13
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Forodighasemabadi A, Baucher G, Soustelle L, Troalen T, Girard OM, Guye M, Grisoli JB, Ranjeva JP, Duhamel G, Callot V. Spinal cord and brain tissue impairments as long-term effects of rugby practice? An exploratory study based on T1 and ihMTsat measures. NEUROIMAGE: CLINICAL 2022; 35:103124. [PMID: 35905667 PMCID: PMC9421542 DOI: 10.1016/j.nicl.2022.103124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 07/14/2022] [Accepted: 07/20/2022] [Indexed: 12/03/2022] Open
Abstract
Diffuse degeneration of spinal cord (higher T1) is observed in retired rugby players. Demyelination of brain WM tracts (higher T1 / lower ihMTsat values) is present in rugby players. Early aging in both brain and spinal cord tissues may be linked to the rugby practice. The aforementioned effects may suggest cumulative effects of long-term impacts on the tissues.
Rugby players are subject to multiple impacts to their head and neck that could have adverse neurological effects and put them at increased risk of neurodegeneration. Previous studies demonstrated altered default mode network and diffusion metrics on brain, as well as more foraminal stenosis, disc protrusion and neck pain among players of contact sports as compared to healthy controls. However, the long-term effects of practice and repetitive impacts on brain and cervical spinal cord (cSC) of the rugby players have never been systematically investigated. In this study, 15 retired professional and amateur rugby players (R) and 15 age-matched healthy controls (HC) (all males; mean age R: 46.8 ± 7.6; and HC: 48.6 ± 9.5) were recruited both to investigate cord impairments and further characterize brain structure damage. Medical questionnaires including modified Japanese Orthopedic Association scale (mJOA) and Neck Disability Index (NDI) were filled by all participants. A 3 T multi-parametric MR protocol including conventional qualitative techniques such as T1-, T2-, and T2*-weighted sequences, as well as state-of-the art quantitative techniques including MP2RAGE T1 mapping and 3D ihMTRAGE, was used on both brain and cSC. Normalized brain WM and GM volumes, spine Overall Stenosis Score, cord cross-sectional area and regional T1 and ihMT metrics were derived from these acquisitions. Rugby players showed significantly higher NDI scores, as well as a faster decline of normalized brain GM volume with age as compared to HC. Moreover, higher T1 values on cSC suggestive of structural degeneration, together with higher T1 and lower ihMTsat on brain WM suggestive of demyelination, were observed in retired rugby players as compared to age-matched controls, which may suggest cumulative effects of long-term impacts on the tissues. Metrics also suggest early aging and different aging processes on brain tissue in the players. These preliminary observations provide new insights in the domain, which should now be further investigated on larger cohorts and multicentric longitudinal studies, and further correlated to the likelihood of neurodegenerative diseases and risk factors.
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14
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Chaudhary M, Adams MS, Mukhopadhyay S, Litoiu M, Sergio LE. Sabotage Detection Using DL Models on EEG Data From a Cognitive-Motor Integration Task. Front Hum Neurosci 2021; 15:662875. [PMID: 34690715 PMCID: PMC8531592 DOI: 10.3389/fnhum.2021.662875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 08/31/2021] [Indexed: 11/13/2022] Open
Abstract
Objective clinical tools, including cognitive-motor integration (CMI) tasks, have the potential to improve concussion rehabilitation by helping to determine whether or not a concussion has occurred. In order to be useful, however, an individual must put forth their best effort. In this study, we have proposed a novel method to detect the difference in cortical activity between best effort (no-sabotage) and willful under-performance (sabotage) using a deep learning (DL) approach on the electroencephalogram (EEG) signals. The EEG signals from a wearable four-channel headband were acquired during a CMI task. Each participant completed sabotage and no-sabotage conditions in random order. A multi-channel convolutional neural network with long short term memory (CNN-LSTM) model with self-attention has been used to perform the time-series classification into sabotage and no-sabotage, by transforming the time-series into two-dimensional (2D) image-based scalogram representations. This approach allows the inspection of frequency-based, and temporal features of EEG, and the use of a multi-channel model facilitates in capturing correlation and causality between different EEG channels. By treating the 2D scalogram as an image, we show that the trained CNN-LSTM classifier based on automated visual analysis can achieve high levels of discrimination and an overall accuracy of 98.71% in case of intra-subject classification, as well as low false-positive rates. The average intra-subject accuracy obtained was 92.8%, and the average inter-subject accuracy was 86.15%. These results indicate that our proposed model performed well on the data of all subjects. We also compare the scalogram-based results with the results that we obtained by using raw time-series, showing that scalogram-based gave better performance. Our method can be applied in clinical applications such as baseline testing, assessing the current state of injury and recovery tracking and industrial applications like monitoring performance deterioration in workplaces.
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Affiliation(s)
- Mahima Chaudhary
- Lassonde School of Engineering, York University, Toronto, ON, Canada
| | - Meaghan S Adams
- Faculty of Health, York University, Toronto, ON, Canada.,KITE - Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
| | | | - Marin Litoiu
- Lassonde School of Engineering, York University, Toronto, ON, Canada
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15
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Morales JS, Valenzuela PL, Saco-Ledo G, Castillo-García A, Carabias CS, McCrory P, Santos-Lozano A, Lucia A. Mortality Risk from Neurodegenerative Disease in Sports Associated with Repetitive Head Impacts: Preliminary Findings from a Systematic Review and Meta-Analysis. Sports Med 2021; 52:835-846. [PMID: 34674184 DOI: 10.1007/s40279-021-01580-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/03/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND Professional athletes seem to have a lower overall mortality risk than the general population, but controversy exists about whether athletes in sports associated with repetitive head impacts have a higher risk of mortality from neurodegenerative diseases. OBJECTIVE We aimed to determine the risk of mortality from neurodegenerative diseases in sports associated with repeated head impacts compared with the general population or compared with athletes with no such exposure. METHODS We conducted a systematic review with meta-analysis, systematically searching PubMed, Web of Science, Scopus, and SPORTDiscus (since inception to 14 May 2021) for studies comparing the risk of death from neurodegenerative disease in athletes participating in contact sports in which their heads recurrently receive blows from the bodies of other participants or from a ball versus a control group or dataset representing the general population. RESULTS Six moderate- to high-quality retrospective studies including data from 41,699 athletes participating in contact sports (boxing, basketball, ice hockey, American Football and soccer) met all inclusion criteria to be included in the systematic review. Of these, three studies (N = 37,065 male professional soccer players) could be meta-analysed. Despite no differences in the risk of all-cause (p = 0.138), cardiovascular (p = 0.085) and cancer-related mortality (p = 0.136), soccer players presented with a significantly higher mortality risk from motor neuron disease (standard mortality rate 8.43; 95% confidence interval 3.07-23.13; p < 0.001). CONCLUSIONS Although more research is needed (particularly in other contact sports and with neurodegenerative disease as the cause of death), preliminary evidence suggests that participation in professional soccer might increase the risk of mortality from motor neuron disease compared with the general population. The present findings highlight the need for the design of preventive measures and for adequate neuropsychological monitoring in these athletes. PROSPERO REGISTRATION CRD42020195647.
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Affiliation(s)
- Javier S Morales
- MOVE-IT Research Group, Department of Physical Education, Faculty of Education Sciences, University of Cadiz, Cadiz, Spain
| | - Pedro L Valenzuela
- Physical Activity and Health Laboratory, Instituto de Investigación Sanitaria Hospital '12 de Octubre' ('imas12', PaHerg), Madrid, Spain
| | - Gonzalo Saco-Ledo
- Bioenergy and Motion Analysis Laboratory, National Research Center on Human Evolution (CENIEH), Burgos, Spain
| | | | - Cristina S Carabias
- Neurotraumatology and Subarachnoid Hemorrhage Research Unit, Department of Neurosurgery, Instituto de Investigación Hospital 12 de Octubre (i+12), Madrid, Spain
| | - Paul McCrory
- Traumatic Brain Injury Laboratory, The Florey Institute of Neuroscience and Mental Health, Melbourne Brain Centre-Austin Campus, Heidelberg, VIC, Australia
| | - Alejandro Santos-Lozano
- Physical Activity and Health Laboratory, Instituto de Investigación Sanitaria Hospital '12 de Octubre' ('imas12', PaHerg), Madrid, Spain.,I+HeALTH, Department of Health Sciences, European University Miguel de Cervantes, Valladolid, Spain
| | - Alejandro Lucia
- Physical Activity and Health Laboratory, Instituto de Investigación Sanitaria Hospital '12 de Octubre' ('imas12', PaHerg), Madrid, Spain. .,Faculty of Sport Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, 28670, Madrid, Spain.
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16
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Hunzinger KJ, Caccese JB, Costantini KM, Swanik CB, Buckley TA. Age of First Exposure to Collision Sports Does Not Affect Patient Reported Outcomes in Women and Men Community Rugby Players. Med Sci Sports Exerc 2021; 53:1895-1902. [PMID: 33731652 DOI: 10.1249/mss.0000000000002657] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
PURPOSE This study aimed to determine the relationship between age of first exposure (AFE) to repetitive head impacts through contact/collision sports and patient-reported outcomes in community rugby players. METHODS We recruited community rugby players older than 18 yr with at least 1 yr of contact rugby participation to complete an online survey. Participants completed the Brief Symptom Inventory-18 (BSI-18), Short-Form Health Survey 12 (SF-12), and Satisfaction with Life Scale (SWLS) via Qualtrics. We used generalized linear models to examine the association between AFE (continuous) and patient-reported outcomes by sex, while controlling for cumulative years contact/collision sport history, age, and concussion history (yes/no). In addition, we used Mann-Whitney U tests to compare patient-reported outcomes between AFE <12 and AFE ≥12. RESULTS A total of 1037 rugby players (31.6 ± 11.3 yr (range, 18-74 yr), 59.1% men) participated in this study. Whether analyzed continuously or dichotomously at age 12 yr, younger AFE was not associated with worse patient-reported outcomes for either men or women. Positive concussion history was a significant predictor of worse BSI-18 subscores, SF-12 subscores, and SWLS in women and worse BSI-18 subscores in men. Cumulative contact/collision sport history was a significant predictor of better BSI-18 Depression and SF-12 (Mental Component Summary) subscores in men only. In men and women, older age was a significant predictor of better BSI-18 Depression, Anxiety, and GSI subscores; better SWLS (in men only); and better SF-12 Mental Component Summary, but worse SF-12 (Physical Component Summary). CONCLUSIONS Younger AFE to contact/collision sport is not associated with worse patient-reported outcomes in early adult rugby players. Concussion history was predictive of worse patient-reported outcomes.
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Affiliation(s)
| | - Jaclyn B Caccese
- School of Health and Rehabilitation Sciences, The Ohio State University College of Medicine, Columbus, OH
| | - Katelyn M Costantini
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, DE
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17
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Zimmerman KA, Laverse E, Samra R, Yanez Lopez M, Jolly AE, Bourke NJ, Graham NSN, Patel MC, Hardy J, Kemp S, Morris HR, Sharp DJ. White matter abnormalities in active elite adult rugby players. Brain Commun 2021; 3:fcab133. [PMID: 34435188 PMCID: PMC8381344 DOI: 10.1093/braincomms/fcab133] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 05/05/2021] [Accepted: 05/12/2021] [Indexed: 11/13/2022] Open
Abstract
The recognition, diagnosis and management of mild traumatic brain injuries are difficult and confusing. It is unclear how the severity and number of injuries sustained relate to brain injuries, such as diffuse axonal injury, diffuse vascular injury and progressive neurodegeneration. Advances in neuroimaging techniques enable the investigation of neuropathologies associated with acute and long-term effects of injury. Head injuries are the most commonly reported injury seen during professional rugby. There is increased vigilance for the immediate effects of these injuries in matches, but there has been surprisingly little research investigating the longer-term effects of rugby participation. Here, we present a longitudinal observational study investigating the relationship of exposure to rugby participation and sub-acute head injuries in professional adult male and female rugby union and league players using advanced MRI. Diffusion tensor imaging and susceptibility weighted imaging was used to assess white matter structure and evidence of axonal and diffuse vascular injury. We also studied changes in brain structure over time using Jacobian Determinant statistics extracted from serial volumetric imaging. We tested 41 male and 3 female adult elite rugby players, of whom 21 attended study visits after a head injury, alongside 32 non-sporting controls, 15 non-collision-sport athletic controls and 16 longitudinally assessed controls. Eighteen rugby players participated in the longitudinal arm of the study, with a second visit at least 6 months after their first scan. Neuroimaging evidence of either axonal injury or diffuse vascular injury was present in 23% (10/44) of players. In the non-acutely injured group of rugby players, abnormalities of fractional anisotropy and other diffusion measures were seen. In contrast, non-collision-sport athletic controls were not classified as showing abnormalities. A group level contrast also showed evidence of sub-acute injury using diffusion tensor imaging in rugby players. Examination of longitudinal imaging revealed unexpected reductions in white matter volume in the elite rugby players studied. These changes were not related to self-reported head injury history or neuropsychological test scores and might indicate excess neurodegeneration in white matter tracts affected by injury. Taken together, our findings suggest an association of participation in elite adult rugby with changes in brain structure. Further well-designed large-scale studies are needed to understand the impact of both repeated sports-related head impacts and head injuries on brain structure, and to clarify whether the abnormalities we have observed are related to an increased risk of neurodegenerative disease and impaired neurocognitive function following elite rugby participation.
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Affiliation(s)
- Karl A Zimmerman
- Computational, Cognitive and Clinical Neuroimaging
Laboratory, Division of Brain Sciences, Hammersmith Hospital, Imperial College
London, London W12 0NN, UK
- Care Research & Technology Centre, UK
Dementia Research Institute, London W12 0BZ, UK
| | - Etienne Laverse
- Department of Clinical and Movement Neuroscience,
University College London, London NW3 2PF, UK
| | - Ravjeet Samra
- Computational, Cognitive and Clinical Neuroimaging
Laboratory, Division of Brain Sciences, Hammersmith Hospital, Imperial College
London, London W12 0NN, UK
| | - Maria Yanez Lopez
- Centre for the Developing Brain, School of
Biomedical Engineering and Imaging Sciences, King’s College
London, London SE1 7EH, UK
| | - Amy E Jolly
- Computational, Cognitive and Clinical Neuroimaging
Laboratory, Division of Brain Sciences, Hammersmith Hospital, Imperial College
London, London W12 0NN, UK
- Care Research & Technology Centre, UK
Dementia Research Institute, London W12 0BZ, UK
| | - Niall J Bourke
- Computational, Cognitive and Clinical Neuroimaging
Laboratory, Division of Brain Sciences, Hammersmith Hospital, Imperial College
London, London W12 0NN, UK
- Care Research & Technology Centre, UK
Dementia Research Institute, London W12 0BZ, UK
| | - Neil S N Graham
- Computational, Cognitive and Clinical Neuroimaging
Laboratory, Division of Brain Sciences, Hammersmith Hospital, Imperial College
London, London W12 0NN, UK
- Care Research & Technology Centre, UK
Dementia Research Institute, London W12 0BZ, UK
| | - Maneesh C Patel
- Imaging Department, Imperial College Healthcare NHS
Trust, Charing Cross Hospital, London W6 8RF, UK
| | - John Hardy
- Department of Neurodegenerative Disease, Reta Lila
Weston Laboratories, Queen Square Genomics, UCL Dementia Research
Institute, London WC1N 3BG, UK
| | - Simon Kemp
- Rugby Football Union, Twickenham,
London TW2 7BA, UK
- Faculty of Epidemiology and Public Health, London
School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
| | - Huw R Morris
- Department of Clinical and Movement Neuroscience,
University College London, London NW3 2PF, UK
| | - David J Sharp
- Computational, Cognitive and Clinical Neuroimaging
Laboratory, Division of Brain Sciences, Hammersmith Hospital, Imperial College
London, London W12 0NN, UK
- Care Research & Technology Centre, UK
Dementia Research Institute, London W12 0BZ, UK
- The Royal British Legion Centre for Blast Injury
Studies, Imperial College London SW7 2AZ, UK
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18
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Major B, Symons GF, Sinclair B, O'Brien WT, Costello D, Wright DK, Clough M, Mutimer S, Sun M, Yamakawa GR, Brady RD, O'Sullivan MJ, Mychasiuk R, McDonald SJ, O'Brien TJ, Law M, Kolbe S, Shultz SR. White and Gray Matter Abnormalities in Australian Footballers With a History of Sports-Related Concussion: An MRI Study. Cereb Cortex 2021; 31:5331-5338. [PMID: 34148076 DOI: 10.1093/cercor/bhab161] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 05/13/2021] [Accepted: 05/18/2021] [Indexed: 11/13/2022] Open
Abstract
Sports-related concussion (SRC) is a form of mild traumatic brain injury that has been linked to long-term neurological abnormalities. Australian rules football is a collision sport with wide national participation and is growing in popularity worldwide. However, the chronic neurological consequences of SRC in Australian footballers remain poorly understood. This study investigated the presence of brain abnormalities in Australian footballers with a history of sports-related concussion (HoC) using multimodal MRI. Male Australian footballers with HoC (n = 26), as well as noncollision sport athletes with no HoC (n = 27), were recruited to the study. None of the footballers had sustained a concussion in the preceding 6 months, and all players were asymptomatic. Data were acquired using a 3T MRI scanner. White matter integrity was assessed using diffusion tensor imaging. Cortical thickness, subcortical volumes, and cavum septum pellucidum (CSP) were analyzed using structural MRI. Australian footballers had evidence of widespread microstructural white matter damage and cortical thinning. No significant differences were found regarding subcortical volumes or CSP. These novel findings provide evidence of persisting white and gray matter abnormalities in Australian footballers with HoC, and raise concerns related to the long-term neurological health of these athletes.
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Affiliation(s)
- Brendan Major
- Department of Neuroscience, Monash University, Melbourne, VIC 3004, Australia
| | - Georgia F Symons
- Department of Neuroscience, Monash University, Melbourne, VIC 3004, Australia
| | - Ben Sinclair
- Department of Neuroscience, Monash University, Melbourne, VIC 3004, Australia.,Department of Neurology, Alfred Health, Melbourne, VIC 3004, Australia
| | - William T O'Brien
- Department of Neuroscience, Monash University, Melbourne, VIC 3004, Australia
| | - Daniel Costello
- Department of Medicine, The University of Melbourne, Parkville, VIC 3050, Australia
| | - David K Wright
- Department of Neuroscience, Monash University, Melbourne, VIC 3004, Australia
| | - Meaghan Clough
- Department of Neuroscience, Monash University, Melbourne, VIC 3004, Australia
| | - Steven Mutimer
- Department of Neuroscience, Monash University, Melbourne, VIC 3004, Australia
| | - Mujun Sun
- Department of Neuroscience, Monash University, Melbourne, VIC 3004, Australia
| | - Glenn R Yamakawa
- Department of Neuroscience, Monash University, Melbourne, VIC 3004, Australia
| | - Rhys D Brady
- Department of Neuroscience, Monash University, Melbourne, VIC 3004, Australia.,Department of Medicine, The University of Melbourne, Parkville, VIC 3050, Australia
| | - Michael J O'Sullivan
- Department of Faculty of Medicine, UQ Centre for Clinical Research and Institute of Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia
| | - Richelle Mychasiuk
- Department of Neuroscience, Monash University, Melbourne, VIC 3004, Australia
| | - Stuart J McDonald
- Department of Neuroscience, Monash University, Melbourne, VIC 3004, Australia.,Department of Physiology, Anatomy, and Microbiology, La Trobe University, Melbourne, VIC 3086, Australia
| | - Terence J O'Brien
- Department of Neuroscience, Monash University, Melbourne, VIC 3004, Australia.,Department of Neurology, Alfred Health, Melbourne, VIC 3004, Australia.,Department of Medicine, The University of Melbourne, Parkville, VIC 3050, Australia
| | - Meng Law
- Department of Neuroscience, Monash University, Melbourne, VIC 3004, Australia.,Department of Radiology, Alfred Health, Melbourne, VIC 3004, Australia.,Department of Electrical and Computer Systems Engineering, Monash University, Melbourne, VIC 3800, Australia
| | - Scott Kolbe
- Department of Neuroscience, Monash University, Melbourne, VIC 3004, Australia
| | - Sandy R Shultz
- Department of Neuroscience, Monash University, Melbourne, VIC 3004, Australia.,Department of Neurology, Alfred Health, Melbourne, VIC 3004, Australia.,Department of Medicine, The University of Melbourne, Parkville, VIC 3050, Australia
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19
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Shahim P, Diaz-Arrastia R. Reader Response: Longitudinal Changes of Brain Microstructure and Function in Nonconcussed Female Rugby Players. Neurology 2021; 96:968. [PMID: 34001546 DOI: 10.1212/wnl.0000000000011939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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20
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Manning KY, Menon RS. Author Response: Longitudinal Changes of Brain Microstructure and Function in Nonconcussed Female Rugby Players. Neurology 2021; 96:968-969. [PMID: 34001547 DOI: 10.1212/wnl.0000000000011940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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21
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DeSimone JC, Davenport EM, Urban J, Xi Y, Holcomb JM, Kelley ME, Whitlow CT, Powers AK, Stitzel JD, Maldjian JA. Mapping default mode connectivity alterations following a single season of subconcussive impact exposure in youth football. Hum Brain Mapp 2021; 42:2529-2545. [PMID: 33734521 PMCID: PMC8090779 DOI: 10.1002/hbm.25384] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Revised: 02/09/2021] [Accepted: 02/10/2021] [Indexed: 12/14/2022] Open
Abstract
Repetitive head impact (RHI) exposure in collision sports may contribute to adverse neurological outcomes in former players. In contrast to a concussion, or mild traumatic brain injury, “subconcussive” RHIs represent a more frequent and asymptomatic form of exposure. The neural network‐level signatures characterizing subconcussive RHIs in youth collision‐sport cohorts such as American Football are not known. Here, we used resting‐state functional MRI to examine default mode network (DMN) functional connectivity (FC) following a single football season in youth players (n = 50, ages 8–14) without concussion. Football players demonstrated reduced FC across widespread DMN regions compared with non‐collision sport controls at postseason but not preseason. In a subsample from the original cohort (n = 17), players revealed a negative change in FC between preseason and postseason and a positive and compensatory change in FC during the offseason across the majority of DMN regions. Lastly, significant FC changes, including between preseason and postseason and between in‐ and off‐season, were specific to players at the upper end of the head impact frequency distribution. These findings represent initial evidence of network‐level FC abnormalities following repetitive, non‐concussive RHIs in youth football. Furthermore, the number of subconcussive RHIs proved to be a key factor influencing DMN FC.
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Affiliation(s)
- Jesse C. DeSimone
- Advanced Neuroscience Imaging Research (ANSIR) LaboratoryUniversity of Texas Southwestern Medical CenterDallasTexasUSA
- Department of RadiologyUniversity of Texas Southwestern Medical CenterDallasTexasUSA
| | - Elizabeth M. Davenport
- Advanced Neuroscience Imaging Research (ANSIR) LaboratoryUniversity of Texas Southwestern Medical CenterDallasTexasUSA
- Department of RadiologyUniversity of Texas Southwestern Medical CenterDallasTexasUSA
| | - Jillian Urban
- Department of Biomedical EngineeringWake Forest School of MedicineWinston SalemNorth CarolinaUSA
- Virginia Tech – Wake Forest School of Biomedical EngineeringWake Forest School of MedicineWinston SalemNorth CarolinaUSA
| | - Yin Xi
- Department of RadiologyUniversity of Texas Southwestern Medical CenterDallasTexasUSA
| | - James M. Holcomb
- Advanced Neuroscience Imaging Research (ANSIR) LaboratoryUniversity of Texas Southwestern Medical CenterDallasTexasUSA
- Department of RadiologyUniversity of Texas Southwestern Medical CenterDallasTexasUSA
| | - Mireille E. Kelley
- Department of Biomedical EngineeringWake Forest School of MedicineWinston SalemNorth CarolinaUSA
- Virginia Tech – Wake Forest School of Biomedical EngineeringWake Forest School of MedicineWinston SalemNorth CarolinaUSA
| | - Christopher T. Whitlow
- Virginia Tech – Wake Forest School of Biomedical EngineeringWake Forest School of MedicineWinston SalemNorth CarolinaUSA
- Department of Radiology – NeuroradiologyWake Forest School of MedicineWinston SalemNorth CarolinaUSA
- Clinical and Translational Sciences InstituteWake Forest School of MedicineWinston SalemNorth CarolinaUSA
| | - Alexander K. Powers
- Department of NeurosurgeryWake Forest School of MedicineWinston SalemNorth CarolinaUSA
| | - Joel D. Stitzel
- Department of Biomedical EngineeringWake Forest School of MedicineWinston SalemNorth CarolinaUSA
- Virginia Tech – Wake Forest School of Biomedical EngineeringWake Forest School of MedicineWinston SalemNorth CarolinaUSA
- Clinical and Translational Sciences InstituteWake Forest School of MedicineWinston SalemNorth CarolinaUSA
- Childress Institute for Pediatric TraumaWake Forest School of MedicineWinston SalemNorth CarolinaUSA
| | - Joseph A. Maldjian
- Advanced Neuroscience Imaging Research (ANSIR) LaboratoryUniversity of Texas Southwestern Medical CenterDallasTexasUSA
- Department of RadiologyUniversity of Texas Southwestern Medical CenterDallasTexasUSA
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22
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Verduyn C, Bjerke M, Duerinck J, Engelborghs S, Peers K, Versijpt J, D'haeseleer M. CSF and Blood Neurofilament Levels in Athletes Participating in Physical Contact Sports: A Systematic Review. Neurology 2021; 96:705-715. [PMID: 33637627 DOI: 10.1212/wnl.0000000000011750] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Accepted: 01/15/2021] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVE To evaluate whether participating in physical contact sports is associated with a release of neurofilaments and whether such release is related to future clinical neurologic and/or psychiatric impairment. METHODS We performed a systematic review of the PubMed, MEDLINE, and Cochrane Library databases using a combination of the search terms neurofilament(s)/intermediate filament and sport(s)/athletes. Original studies, written in English, reporting on neurofilaments in CSF and/or serum/plasma of contact sport athletes were included. This review was conducted following the Preferred Reporting Items for Systematic Review and Analyses guidelines. RESULTS Eighteen studies in 8 different contact sports (i.e., boxing, American football, ice hockey, soccer, mixed martial arts, lacrosse, rugby, and wrestling) matched our criteria. Elevated light chain neurofilament (NfL) levels were described in 13/18 cohorts. Most compelling evidence was present in boxing and American football, where exposure-related increases were appreciable at the intraindividual level (up to 4.1- and 2.0-fold, respectively) in well-defined groups. Differences in exposure severity (including previous cumulative effects), sampling/measurement time points (with regard to expected peak values), and definitions of the baseline setting are considered as main contributors to the variability in findings. No studies were encountered that have investigated the relationship with the targeted clinical end points; therefore no NfL cutoffs exist that are associated with a poor outcome. CONCLUSION NfL release can be seen, as a potential marker of neuronal brain damage, in participants of physical contact sports, particularly boxing and American football. The exact significance regarding the risk for future clinical impairment remains to be elucidated.
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Affiliation(s)
- Carl Verduyn
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium.
| | - Maria Bjerke
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium
| | - Johnny Duerinck
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium
| | - Sebastiaan Engelborghs
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium
| | - Koenraad Peers
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium
| | - Jan Versijpt
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium
| | - Miguel D'haeseleer
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium
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23
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Schranz AL, Dekaban GA, Fischer L, Blackney K, Barreira C, Doherty TJ, Fraser DD, Brown A, Holmes J, Menon RS, Bartha R. Brain Metabolite Levels in Sedentary Women and Non-contact Athletes Differ From Contact Athletes. Front Hum Neurosci 2020; 14:593498. [PMID: 33324185 PMCID: PMC7726472 DOI: 10.3389/fnhum.2020.593498] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Accepted: 10/28/2020] [Indexed: 01/31/2023] Open
Abstract
White matter tracts are known to be susceptible to injury following concussion. The objective of this study was to determine whether contact play in sport could alter white matter metabolite levels in female varsity athletes independent of changes induced by long-term exercise. Metabolite levels were measured by single voxel proton magnetic resonance spectroscopy (MRS) in the prefrontal white matter at the beginning (In-Season) and end (Off-Season) of season in contact (N = 54, rugby players) and non-contact (N = 23, swimmers and rowers) varsity athletes. Sedentary women (N = 23) were scanned once, at a time equivalent to the Off-Season time point. Metabolite levels in non-contact athletes did not change over a season of play, or differ from age matched sedentary women except that non-contact athletes had a slightly lower myo-inositol level. The contact athletes had lower levels of myo-inositol and glutamate, and higher levels of glutamine compared to both sedentary women and non-contact athletes. Lower levels of myo-inositol in non-contact athletes compared to sedentary women indicates long-term exercise may alter glial cell profiles in these athletes. The metabolite differences observed between contact and non-contact athletes suggest that non-contact athletes should not be used as controls in studies of concussion in high-impact sports because repetitive impacts from physical contact can alter white matter metabolite level profiles. It is imperative to use athletes engaged in the same contact sport as controls to ensure a matched metabolite profile at baseline.
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Affiliation(s)
- Amy L Schranz
- Department of Medical Biophysics, Robarts Research Institute, Centre for Functional and Metabolic Mapping, Western University, London, ON, Canada
| | - Gregory A Dekaban
- Molecular Medicine Research Laboratories, Robarts Research Institute, Western University, London, ON, Canada.,Department of Microbiology and Immunology, Western University, London, ON, Canada
| | - Lisa Fischer
- Fowler Kennedy Sport Medicine Clinic, Department of Family Medicine, Western University, London, ON, Canada
| | - Kevin Blackney
- Molecular Medicine Research Laboratories, Robarts Research Institute, Western University, London, ON, Canada.,Department of Microbiology and Immunology, Western University, London, ON, Canada
| | - Christy Barreira
- Molecular Medicine Research Laboratories, Robarts Research Institute, Western University, London, ON, Canada
| | - Timothy J Doherty
- Physical Medicine and Rehabilitation, Western University, London, ON, Canada
| | - Douglas D Fraser
- Paediatrics Critical Care Medicine, London Health Sciences Centre, London, ON, Canada
| | - Arthur Brown
- Molecular Medicine Research Laboratories, Robarts Research Institute, Western University, London, ON, Canada.,Department of Anatomy and Cell Biology, Western University, London, ON, Canada
| | - Jeff Holmes
- School of Occupational Therapy, Western University, London, ON, Canada
| | - Ravi S Menon
- Department of Medical Biophysics, Robarts Research Institute, Centre for Functional and Metabolic Mapping, Western University, London, ON, Canada
| | - Robert Bartha
- Department of Medical Biophysics, Robarts Research Institute, Centre for Functional and Metabolic Mapping, Western University, London, ON, Canada
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