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Patel L, Tarafder J, Ronca F. Cognitive Effects of Heading in Professional Football: A Systematic Review. Int J Sports Med 2025; 46:151-163. [PMID: 39227038 PMCID: PMC11884919 DOI: 10.1055/a-2409-0323] [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: 06/18/2024] [Accepted: 09/02/2024] [Indexed: 09/05/2024]
Abstract
Large cohort studies have reported that former professional football players have an increased risk of mortality from neurodegenerative disease. Due to emerging concerns regarding the safety of heading the technique is now banned for players under 12. The aim of this systematic review was to evaluate the association between heading exposure and cognitive function in professional football players. A search strategy was devised and entered into seven electronic databases: MEDLINE, Embase, Web of Science, PsycINFO, CENTRAL, SportDiscus and PEDro. The search identified 563 records. After screening records and applying the eligibility criteria, nine cross-sectional studies (n=925) were included in the review, investigating 452 current and 473 former players (859 males, 66 females). Six studies (n=595) reported evidence for an association between heading and impaired cognitive function, while three studies (n=330) reported no association. Diverse cognitive domains were investigated, which might underline the disparity in these results. The association between heading and cognitive function in professional football appears likely but remains inconclusive. Methodological heterogeneity and variability in the presentation of results limits the conclusions drawn. Prospective longitudinal studies using standardised methods, and including females, are required to provide evidence to support or refute an association.
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Affiliation(s)
- Liam Patel
- Institute of Sport Exercise and Health, UCL, London,
United Kingdom of Great Britain and Northern Ireland
| | - Julikram Tarafder
- Institute of Sport Exercise and Health, UCL, London,
United Kingdom of Great Britain and Northern Ireland
| | - Flaminia Ronca
- Institute of Sport Exercise and Health, UCL, London,
United Kingdom of Great Britain and Northern Ireland
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Miner AE, Groh JR, Farris C, Hattiangadi S, Cui A, Brickman AM, Alshikho M, Rabinovici GD, Rosen HJ, Cobigo Y, Asken B, Nowinski CJ, Bureau S, Shahrokhi F, Tripodis Y, Ly M, Altaras C, Lenio S, Stern RA, Rosen G, Kelley H, Huber BR, Stein TD, Mez J, McKee AC, Alosco ML. Does white matter and vascular injury from repetitive head impacts lead to a novel pattern on T2 FLAIR MRI? A hypothesis proposal and call for research. Alzheimers Dement 2025; 21:e70085. [PMID: 40145364 PMCID: PMC11947747 DOI: 10.1002/alz.70085] [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: 09/12/2024] [Revised: 02/03/2025] [Accepted: 02/03/2025] [Indexed: 03/28/2025]
Abstract
The goal of this paper is to introduce the hypothesis that white matter (WM) and vascular injury are long-term consequences of repetitive head impacts (RHI) that result in a novel T2 fluid attenuated inversion recovery (FLAIR) magnetic resonance imaging pattern. A non-systematic literature review of autopsy and FLAIR studies of RHI-exposed adults was first conducted as a foundation for our hypothesis. A case series of RHI-exposed participants is presented to illustrate the unique FLAIR WM hyperintensities (WMH) pattern. Current literature shows a direct link between RHI and later-life WM/vascular neuropathologies, and that FLAIR WMH are associated with RHI, independent of modifiable vascular risk factors. Initial observations suggest a distinctive pattern of WMH in RHI-exposed participants, termed RHI-associated WMH (RHI-WMH). RHI-WMH defining features are as follows: (1) small, punctate, non-confluent, (2) spherical, and (3) proximal to the gray matter. Our hypothesis serves as a call for research to empirically validate RHI-WMH and clarify their biological and clinical correlates. HIGHLIGHTS: Repetitive head impacts (RHI) have been associated with later-life white matter (WM) and vascular neuropathologies. T2 FLAIR MRI of RHI-exposed participants reveals a potentially unique WM hyperintensity (WMH) pattern that is termed RHI-associated WMH (RHI-WMH). RHI-WMH are characterized as (1) small, punctate, and non-confluent, (2) spherical, and (3) proximal to the gray matter at an area anatomically susceptible to impact injury, such as the depths of the cortical sulci.
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Dahlén SC, Bjørneboe J, Sandmo SK, Bache-Mathisen L, Filipcik P, Howe EI, Høgestøl EA, Selbæk G, Straume-Næsheim T, Westlye LT, Bahr R, Andersen TE. Brain health in Norwegian female former top-level football players: a protocol for a longitudinal cohort study. BMJ Open 2025; 15:e092456. [PMID: 39800397 PMCID: PMC11751818 DOI: 10.1136/bmjopen-2024-092456] [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: 08/14/2024] [Accepted: 12/11/2024] [Indexed: 01/24/2025] Open
Abstract
INTRODUCTION Repetitive head impacts (RHI) in sports may represent a risk factor for long-term cognitive and neurological sequelae. Recent studies have identified an association between playing football at the top level and an elevated risk of cognitive impairment and neurodegenerative disease. However, these were conducted on men, and there is a knowledge gap regarding these risks in female athletes. This study aims to investigate the effect of head impacts on brain health in female former top-level football players. METHODS AND ANALYSIS This is a prospective cohort study, enroling female former football players and top-level athletes from sports without an inherent risk of RHI. All participants are born in 1980 or earlier. We plan to perform follow-up assessments at least three times over 20 years.The protocol includes neurocognitive assessments, self-reported neurocognitive outcomes, neurological examination, advanced brain MRI, and fluid biomarkers. ETHICS AND DISSEMINATION The study has been approved by the South-East Regional Ethics Committee for Medical Research in Norway (2023/178330) and the Norwegian Agency for Shared Services in Education and Research (SIKT). A Data Protection Impact Assessment was developed by the research group and approved by SIKT and the Norwegian School of Sport Sciences. We will disseminate the results through peer-reviewed publications, academic conference presentations and webinars. We will communicate with the public and key stakeholders in football worldwide to inform and promote the development and implementation of potential preventive measures based on our study findings.
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Affiliation(s)
- Sara Christina Dahlén
- Oslo Sports Trauma Research Centre, Department of Sports Medicine, Norwegian School of Sports Sciences, Oslo, Oslo, Norway
| | - John Bjørneboe
- Oslo Sports Trauma Research Centre, Department of Sports Medicine, Norwegian School of Sports Sciences, Oslo, Oslo, Norway
- Department of Physical Medicine and Rehabilitation, Oslo University Hospital, Oslo, Norway
| | - Stian Kirkerud Sandmo
- Oslo Sports Trauma Research Centre, Department of Sports Medicine, Norwegian School of Sports Sciences, Oslo, Oslo, Norway
- Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Oslo, Norway
| | - Lena Bache-Mathisen
- Oslo Sports Trauma Research Centre, Department of Sports Medicine, Norwegian School of Sports Sciences, Oslo, Oslo, Norway
| | - Peter Filipcik
- Institute of Neuroimmunology, Slovak Academy of Sciences, Bratislava, Slovakia
| | - Emilie Isager Howe
- Physical Medicine and Rehabilitation, Oslo University Hospital, Oslo, Norway
| | - Einar August Høgestøl
- Department of Neurology, Oslo University Hospital, Oslo, Norway
- Faculty of Medicine, Oslo University Hospital, Oslo, Norway
| | - Geir Selbæk
- Centre for Ageing and Health, Vestfold Hospital Trust, Tonsberg, Vestfold, Norway
- Institute of Clinical Medicine, Oslo University Hospital, Oslo, Norway
| | - Truls Straume-Næsheim
- Oslo Sports Trauma Research Centre, Department of Sports Medicine, Norwegian School of Sports Sciences, Oslo, Oslo, Norway
- Department of Orthopaedic surgery, Akershus University Hospital, Lorenskog, Norway
| | - Lars T Westlye
- Department of Psychology, Oslo University Hospital, Oslo, Norway
- Centre for Precision Psychiatry, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway
| | - Roald Bahr
- Department of Sports Medicine, Norwegian School of Sports Medicine, Oslo Sports Trauma Research Centre, Oslo, Norway
| | - Thor Einar Andersen
- Oslo Sports Trauma Research Centre, Department of Sport Sciences, Norwegian School of Sports Sciences, Oslo, Oslo, Norway
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Charbonnet B, Schmid MJ, Örencik M, van Niekerk E, Conzelmann A. The road to excellence in women's football: a retrospective cohort study over the last 30 years with Swiss national players. SCI MED FOOTBALL 2024; 8:374-385. [PMID: 37921193 DOI: 10.1080/24733938.2023.2279531] [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: 01/26/2023] [Accepted: 10/27/2023] [Indexed: 11/04/2023]
Abstract
OBJECTIVES This study examines the training (age at club entry, hours in club practice, free play, other sports) and environmental characteristics (popularity, media coverage, school and parental support) influencing the development of female Swiss national team players in elite football over a three-decade period. METHODS A retrospective questionnaire was completed by 84 participants, who were divided into three cohorts based on their first game with the Swiss national team (C1 = until 2000, n = 24; C2 = 2001-2010, n = 29; C3 = 2011-2022, n = 31). ANOVAs were employed to compare the cohorts regarding training and environmental variables. RESULTS The findings demonstrate better perceived environmental conditions, stagnating volume of free play and other sports in childhood, decreasing age at club entry, and increasing club practice and total training volume across cohorts. CONCLUSION Practical implications highlight talent development avenues in unstructured settings during free time and in the micro-structure of club practice.
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Affiliation(s)
- Bryan Charbonnet
- Institute of Sport Science, University of Bern, Bern, Switzerland
| | - Michael J Schmid
- Institute of Sport Science, University of Bern, Bern, Switzerland
| | - Merlin Örencik
- Institute of Sport Science, University of Bern, Bern, Switzerland
| | | | - Achim Conzelmann
- Institute of Sport Science, University of Bern, Bern, Switzerland
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Fahr J, Kraff O, Deuschl C, Dodel R. Concussion in Female Athletes of Contact Sports: A Scoping Review. Orthop J Sports Med 2024; 12:23259671241276447. [PMID: 39421039 PMCID: PMC11483826 DOI: 10.1177/23259671241276447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 02/23/2024] [Indexed: 10/19/2024] Open
Abstract
Background Recent studies have described higher incidences of concussion, with more severe symptoms and worse outcomes in female athletes compared with male athletes. Purpose To compile current knowledge about sex-specific differences in incidence, biomechanics, biomarkers, imaging, and outcomes of concussion in athletes participating in contact sports to better understand which fields should be explored in more detail. Study Design Scoping review; Level of evidence, 3. Methods The PubMed database was searched for articles published between January 2000 and November 2020 using the Medical Subject Headings terms "craniocerebral trauma" and "brain concussion" combined with the contact sports "football,""soccer,""hockey," and "boxing." Eligibility criteria were based on the recommendations of the Scottish Intercollegiate Guidelines Network. It focused on sex-specific differences within 5 major topics: (1) epidemiology, (2) biomechanics, (3) biomarkers, (4) imaging, and (5) specific concussion outcome variables, including neurocognitive performance, injury severity, and behavioral and psychological symptoms. Results A total of 22 studies were included. Eight studies investigated the incidence of concussion, with 4 of the 8 finding a significantly higher incidence rate for female versus male athletes. Six studies that focused on biomechanics found that female athletes received fewer impacts with lower magnitudes. One study addressed biomarkers, showing that S100 calcium-binding protein B and neuron-specific enolase were increased after a game in female athletes, and the level of increase was similar to the changes found in male athletes. Based on the 3 imaging studies, affected brain tissue was greatest in areas associated with tau pathology in chronic traumatic encephalopathy. One study showed a lower hypointensity burden index after a season of ice hockey for female athletes, while another study showed more regions with white matter alterations. Seven studies examined concussion outcomes, with 4 studies showing more severe neuropsychological deficits; in addition, female athletes reported more and worse symptoms than male athletes. Conclusion The results of this review indicated that female athletes had a higher risk of sustaining a concussion, although they received fewer impacts with lower magnitudes than male athletes. Biomarkers were able to be used equally for both sexes. Female athletes also had a higher neuropsychological deficit and increasingly worse symptoms after a concussion.
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Affiliation(s)
- Jana Fahr
- Department of Geriatric Medicine, University Duisburg-Essen, Essen, Germany
- Department of Trauma Surgery, Hand and Reconstructive Surgery, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Oliver Kraff
- Erwin L. Hahn Institute for Magnetic Resonance Imaging (ELH), University Duisburg Essen, Essen, Germany
| | - Cornelius Deuschl
- Institute of Radiology, University Hospital Essen, University Duisburg-Essen, Germany
| | - Richard Dodel
- Department of Geriatric Medicine, University Duisburg-Essen, Essen, Germany
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Mund FK, Feddermann-Demont N, Welsch G, Schuenemann C, Fiehler J, Junge A, Reinsberger C. Heading during the season and its potential impact on brain structure and neurocognitive performance in high-level male football players: An observational study. J Sci Med Sport 2024; 27:603-609. [PMID: 38965004 DOI: 10.1016/j.jsams.2024.05.012] [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: 02/15/2024] [Revised: 04/26/2024] [Accepted: 05/20/2024] [Indexed: 07/06/2024]
Abstract
OBJECTIVES To investigate potential effects of heading on the neurocognitive performance and the white matter (WM) of the brain in high-level adult male football players. DESIGN Prospective longitudinal. METHODS Football players engaging in the highest football leagues in Germany were included. Neurocognitive performance tests and diffusion tensor imaging (DTI) were executed before and after the observation period. Video recordings of each training session and each match play during the observation period were analyzed regarding heading exposure and characteristics. Four DTI measures from tract-based spatial statistics (fractional anisotropy, mean, axial, and radial diffusivity) were investigated. Associations between heading variables and DTI and neurocognitive parameters were tested subsequently. RESULTS 8052 headers of 22 players (19.9 ± 2.7 years) were documented in a median of 16.9 months. The individual total heading number ranged from 57 to 943 (median: 320.5). Header characteristics differed between training sessions and matches. Neurocognitive performance (n = 22) and DTI measures (n = 14) showed no significant differences from pre- to post-test. After correction for multiple comparisons, no significant correlations with the total heading number were found. However, the change in fractional anisotropy in the splenium of the corpus callosum correlated significantly with the total amount of long-distance headers (Pearson's r = -0.884; p < 0.0001). CONCLUSIONS Over the median observation period of 16.9 months, DTI measures and neurocognitive performance remained unchanged. To elucidate the meaning of the association between individual change in fractional anisotropy and long-distance headers further investigations with larger samples, longer observations, and various cohorts regarding age and level of play are required.
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Affiliation(s)
- Franziska K Mund
- Institute of Sports Medicine, Department of Exercise and Health, Paderborn University, Germany
| | - Nina Feddermann-Demont
- Department of Neurology, University and University Hospital Zurich, Switzerland; BrainCare, Switzerland
| | - Götz Welsch
- Hamburger Sport-Verein, Germany; UKE Athleticum and Department of Trauma and Orthopedic Surgery, University Medical Center Hamburg-Eppendorf, Germany
| | | | - Jens Fiehler
- Center for Radiology and Endoscopy, University Medical Center Hamburg-Eppendorf, Germany
| | - Astrid Junge
- Institute of Interdisciplinary Exercise Science and Sports Medicine, MSH Medical School Hamburg, Germany
| | - Claus Reinsberger
- Institute of Sports Medicine, Department of Exercise and Health, Paderborn University, Germany; Division of Sports Neurology & Neurosciences, Department of Neurology, Mass General Brigham, Boston, MA, USA.
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Jain D, Porfido T, de Souza NL, Brown AM, Caccese JB, Czykier A, Dennis EL, Tosto-Mancuso J, Wilde EA, Esopenko C. Neural Mechanisms Associated With Postural Control in Collegiate Soccer and Non-Soccer Athletes. J Neurol Phys Ther 2024; 48:151-158. [PMID: 38709008 DOI: 10.1097/npt.0000000000000476] [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: 05/03/2023] [Accepted: 01/15/2024] [Indexed: 05/07/2024]
Abstract
BACKGROUND AND PURPOSE Sport-specific training may improve postural control, while repetitive head acceleration events (RHAEs) may compromise it. Understanding the neural mechanisms underlying postural control may contextualize changes due to training and RHAE. The goal of this study was to determine whether postural sway during the Balance Error Scoring System (BESS) is related to white matter organization (WMO) in collegiate athletes. METHODS Collegiate soccer ( N = 33) and non-soccer athletes ( N = 44) completed BESS and diffusion tensor imaging. Postural sway during each BESS stance, fractional anisotropy (FA), and mean diffusivity (MD) were extracted for each participant. Partial least squares analyses determined group differences in postural sway and WMO and the relationship between postural sway and WMO in soccer and non-soccer athletes separately. RESULTS Soccer athletes displayed better performance during BESS 6, with lower FA and higher MD in the medial lemniscus (ML) and inferior cerebellar peduncle (ICP), compared to non-soccer athletes. In soccer athletes, lower sway during BESS 2, 5, and 6 was associated with higher FA and lower MD in the corticospinal tract, ML, and ICP. In non-soccer athletes, lower sway during BESS 2 and 4 was associated with higher FA and lower MD in the ML and ICP. BESS 1 was associated with higher FA, and BESS 3 was associated with lower MD in the same tracts in non-soccer athletes. DISCUSSION AND CONCLUSIONS Soccer and non-soccer athletes showed unique relationships between sway and WMO, suggesting that sport-specific exposures are partly responsible for changes in neurological structure and accompanying postural control performance and should be considered when evaluating postural control after injury.Video Abstract available for more insights from the authors (see the Video, Supplemental Digital Content, available at: http://links.lww.com/JNPT/A472 ).
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Affiliation(s)
- Divya Jain
- Divya Jain and Tara Porfido are considering as co-first authors. Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York City, New York (D.J., N.L.D., A.C., C.E.); Department of Rehabilitation & Movement Sciences, School of Health Professions, Rutgers Biomedical and Health Sciences, Newark, New Jersey (T.P., A.M.B.); School of Health and Rehabilitation Sciences, The Ohio State University College of Medicine, Columbus, Ohio (J.B.C.); Department of Neurology, University of Utah (E.L.D., E.A.W.); George E. Wahlen Veterans Affairs Salt Lake City Healthcare System, Salt Lake City, Utah (E.L.D., E.A.W.); and Abilities Research Center, Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York City, New York (J.T.-M.)
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Lin CL, DeMessie B, Ye K, Hu S, Lipton ML. Neck strength alone does not mitigate adverse associations of soccer heading with cognitive performance in adult amateur players. PLoS One 2024; 19:e0302463. [PMID: 38753699 PMCID: PMC11098408 DOI: 10.1371/journal.pone.0302463] [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: 06/27/2023] [Accepted: 04/03/2024] [Indexed: 05/18/2024] Open
Abstract
OBJECTIVES Soccer heading is adversely associated with neurocognitive performance, but whether greater neck strength or anthropometrics mitigates these outcomes is controversial. Here, we examine the effect of neck strength or anthropometrics on associations of soccer heading with neurocognitive outcomes in a large cohort of adult amateur players. METHODS 380 adult amateur league soccer players underwent standardized measurement of neck strength (forward flexion, extension, left lateral flexion, right lateral flexion) and head/neck anthropometric measures (head circumference, neck length, neck circumference and neck volume). Participants were assessed for heading (HeadCount) and cognitive performance (Cogstate) on up to 7 visits over a period of two years. Principal components analysis (PCA) was performed on 8 neck strength and anthropometric measures. We used generalized estimating equations to test the moderation effect of each of the three PCs on 8 previously identified adverse associations of 2-week and 12-month heading estimates with cognitive performance (psychomotor speed, immediate verbal recall, verbal episodic memory, attention, working memory) and of unintentional head impacts on moderate to severe central nervous system symptoms. RESULTS 3 principal components (PC's) account for 80% of the variance in the PCA. In men, PC1 represents head/neck anthropometric measures, PC2 represents neck strength measures, and PC3 represents the flexor/extensor (F/E) ratio. In women, PC1 represents neck strength, PC2 represents anthropometrics, and PC3 represents the F/E ratio. Of the 48 moderation effects tested, only one showed statistical significance after Bonferroni correction, which was not robust to extensive sensitivity analyses. CONCLUSION Neither neck strength nor anthropometrics mitigate adverse associations of soccer heading with cognitive performance in adult amateur players.
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Affiliation(s)
- Chin Lun Lin
- Montefiore Medical Center, Bronx, New York, United States of America
| | - Bluyé DeMessie
- Department of Neuroscience, Albert Einstein College of Medicine, Bronx, New York, United States of America
| | - Kenny Ye
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, United States of America
- Department of Systems and Computational Biology, Albert Einstein College of Medicine, Bronx, New York, United States of America
| | - Shanshan Hu
- The Epoch Times, New York, New York, United States of America
| | - Michael L. Lipton
- Department of Radiology, Columbia University Irving Medical Center, New York, New York, United States of America
- Department of Biomedical Engineering, Columbia University, New York, New York, United States of America
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Carbuhn AF, D'Silva LJ. Red blood cell omega-3 fatty acid content is negatively associated with purposeful gameplay header frequencies in collegiate women soccer players: Implications for diet and brain health. Nutr Health 2024; 30:27-33. [PMID: 37248567 DOI: 10.1177/02601060231178333] [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] [Indexed: 05/31/2023]
Abstract
Background: Frequent soccer heading negatively affects brain health. Omega-3 fatty acids are neuroprotective against head impacts. A biomarker of omega-3 tissue status, red blood cell (RBC) omega-3 content is reduced during soccer activity. However, whether these changes are associated with frequent heading impacts is unknown. Aim: Explore the association between soccer heading frequencies and RBC omega-3 status. Methods: A prospective cohort study in collegiate women soccer players (n = 16). Players' RBC omega-3 status, Omega-3 Index, and self-reported gameplay header frequencies collected during a competitive season. Results: Mean Omega-3 Index (i.e., pre/postseason) was low (3.95 ± 0.44%). Postseason Omega-3 Index negatively correlated (r = -0.545, p = 0.029) with heading frequencies. Change in Omega-3 Index negatively correlated (r = -0.663, p = 0.005) with average headers per game. Conclusion: RBC omega-3 status is negatively influenced by frequent soccer heading throughout a competitive season which may have concerning implications for player brain health.
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Affiliation(s)
- Aaron F Carbuhn
- Department of Dietetics and Nutrition, University of Kansas Medical Center, Kansas City, KS, USA
| | - Linda J D'Silva
- Department of Physical Therapy, Rehabilitation Science, and Athletic Training, University of Kansas Medical Center, Kansas City, KS, USA
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Wallis WEG, Al-Alem Q, Lorimer H, Smail OJ, Williams GKR, Bond B. The acute influence of amateur boxing on dynamic cerebral autoregulation and cerebrovascular reactivity to carbon dioxide. Eur J Appl Physiol 2024; 124:993-1003. [PMID: 37768343 PMCID: PMC10879355 DOI: 10.1007/s00421-023-05324-y] [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: 04/25/2023] [Accepted: 09/14/2023] [Indexed: 09/29/2023]
Abstract
PURPOSE The purpose of this study was to investigate the acute effect of head impacts, sustained over the course of three rounds of amateur boxing, on indices of cerebrovascular function. METHODS Eighteen university amateur boxers (six female) completed three experimental trials in a randomised order; (1) three rounds of boxing (BOX), (2) an equivalent bout of pad boxing (where no blows to the head were sustained; PAD), and (3) a time-matched seated control trial (CON). Indices of cerebrovascular function were determined immediately before and 45 min after each trial. Specifically, dynamic cerebral autoregulation (dCA) was determined by considering the relationship between changes in cerebral blood velocity and mean arterial pressure during 5 min of squat-stand manoeuvres at 0.05 and 0.10 Hz. Cerebrovascular reactivity was determined using serial breath holding and hyperventilation attempts. RESULTS Participants received an average of 40 ± 16 punches to the head during the BOX trial. Diastolic, mean and systolic dCA phase during squat stand manoeuvres at 0.05 Hz was lower after BOX compared to pre BOX (P ≤ 0.02, effect size (d) ≥ 0.74). No other alterations in dCA outcomes were observed at 0.05 or 0.10 Hz. The number of head impacts received during the BOX trial was associated with the change in systolic phase (r = 0.50, P = 0.03). No differences in cerebrovascular reactivity to breath holding or hyperventilation were observed. CONCLUSIONS A typical bout of amateur boxing (i.e., three rounds) can subtly alter cerebral pressure-flow dynamics, and the magnitude of this change may be related to head impact exposure.
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Affiliation(s)
- W E G Wallis
- Exeter Head Impacts, Brain Injury and Trauma (ExHIBIT) research group, Sport and Health Sciences, Baring Court, St Luke's Campus, University of Exeter, Exeter, EX1 2LU, UK
| | - Q Al-Alem
- Exeter Head Impacts, Brain Injury and Trauma (ExHIBIT) research group, Sport and Health Sciences, Baring Court, St Luke's Campus, University of Exeter, Exeter, EX1 2LU, UK
| | - H Lorimer
- Exeter Head Impacts, Brain Injury and Trauma (ExHIBIT) research group, Sport and Health Sciences, Baring Court, St Luke's Campus, University of Exeter, Exeter, EX1 2LU, UK
| | - O J Smail
- Exeter Head Impacts, Brain Injury and Trauma (ExHIBIT) research group, Sport and Health Sciences, Baring Court, St Luke's Campus, University of Exeter, Exeter, EX1 2LU, UK
| | - G K R Williams
- Exeter Head Impacts, Brain Injury and Trauma (ExHIBIT) research group, Sport and Health Sciences, Baring Court, St Luke's Campus, University of Exeter, Exeter, EX1 2LU, UK
| | - B Bond
- Exeter Head Impacts, Brain Injury and Trauma (ExHIBIT) research group, Sport and Health Sciences, Baring Court, St Luke's Campus, University of Exeter, Exeter, EX1 2LU, UK.
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Kern J, Gulde P, Hermsdörfer J. A prospective investigation of the effects of soccer heading on cognitive and sensorimotor performances in semi-professional female players. Front Hum Neurosci 2024; 18:1345868. [PMID: 38404611 PMCID: PMC10884128 DOI: 10.3389/fnhum.2024.1345868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 01/15/2024] [Indexed: 02/27/2024] Open
Abstract
Introduction Repetitive head impacts (RHI) from routine soccer (football) heading have been suggested to contribute to the long-term development of neurodegenerative disorders. However, scientific evidence concerning the actual risk of these RHI on brain health remains inconclusive. Moreover, female athletes-despite a presumably increased vulnerability toward the effects of RHI-are largely underrepresented in previous approaches. Therefore, our aim was to prospectively investigate the effects of heading on cognitive and sensorimotor performances, health perception, and concussion symptoms in semi-professional female soccer players. Methods An extensive test battery was used to assess cognitive and sensorimotor performances as well as health status (SF-36) and concussion symptoms (SCAT3) of a total of 27 female soccer players (22.2 ± 4.2 years) and 15 control subjects (23.2 ± 3.0 years) before and after one-and-a-half years. Throughout this period, soccer players' heading exposure was determined using video analysis. Results Subgroup comparisons (control [n = 12], low exposure [n = 7], high exposure [n = 8]) showed no time-dependent differences in SF-36 or SCAT3 scores. Similarly, across most behavioral tests, soccer players' performances evolved equally or more favorably as compared to the control subjects. However, there were significant effects pointing toward slightly negative consequences of heading on aspects of fine motor control (p = 0.001), which were confirmed by correlation and multiple regression analyses. The latter, further, yielded indications for a relationship between heading exposure and negative alterations in postural control (p = 0.002). Discussion Our findings do not provide evidence for negative effects of soccer heading on female players' health perception, concussion symptoms, and cognitive performances over the course of one-and-a-half years. However, we found subtle negative alterations in fine motor and postural control that could be attributed to heading exposure. Other factors, like the number of previous head injuries, were not linked to the observed changes. Given the reduction of our initial sample size due to player fluctuation, the results need to be interpreted with caution and validated in larger-scale studies. These should not only focus on cognitive outcomes but also consider sensorimotor changes as a result of RHI from soccer heading.
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Affiliation(s)
- Jan Kern
- Chair of Human Movement Science, Department Health and Sport Sciences, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
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12
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Hageman G, Hageman I, Nihom J. Chronic Traumatic Encephalopathy in Soccer Players: Review of 14 Cases. Clin J Sport Med 2024; 34:69-80. [PMID: 37403989 DOI: 10.1097/jsm.0000000000001174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 05/22/2023] [Indexed: 07/06/2023]
Abstract
OBJECTIVE Exposure to repetitive sports-related concussions or (sub)concussive head trauma may lead to chronic traumatic encephalopathy (CTE). Which impact (heading or concussion) poses the greatest risk of CTE development in soccer players? DESIGN Narrative review. SETTING Teaching hospital and University of Applied sciences. PATIENTS A literature search (PubMed) was conducted for neuropathologic studies in the period 2005-December 2022, investigating soccer players with dementia and a CTE diagnosis, limited to English language publications. 210 papers were selected for final inclusion, of which 7 papers described 14 soccer players. ASSESSMENT Magnetic resonance imaging studies in soccer players show that lifetime estimates of heading numbers are inversely correlated with cortical thickness, grey matter volume, and density of the anterior temporal cortex. Using diffusion tensor imaging-magnetic resonance imaging, higher frequency of headings-particularly with rotational accelerations-are associated with impaired white matter integrity. Serum neurofilament light protein is elevated after heading. MAIN OUTCOME MEASURES Chronic traumatic encephalopathy pathology, history of concussion, heading frequency. RESULTS In 10 of 14 soccer players, CTE was the primary diagnosis. In 4 cases, other dementia types formed the primary diagnosis and CTE pathology was a concomitant finding. Remarkably, 6 of the 14 cases had no history of concussion, suggesting that frequent heading may be a risk for CTE in patients without symptomatic concussion. Rule changes in heading duels, management of concussion during the game, and limiting the number of high force headers during training are discussed. CONCLUSIONS Data suggest that heading frequency and concussions are associated with higher risk of developing CTE in (retired) soccer players. However based on this review of only 14 players, questions persist as to whether or not heading is a risk factor for CTE or long-term cognitive decline.
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Affiliation(s)
- Gerard Hageman
- Department of Neurology, Medisch Spectrum Twente, Hospital Enschede, Enschede, the Netherlands; and
| | - Ivar Hageman
- Saxion University of Applied Sciences, Enschede, the Netherlands
| | - Jik Nihom
- Department of Neurology, Medisch Spectrum Twente, Hospital Enschede, Enschede, the Netherlands; and
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13
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Hoogenboom WS, Rubin TG, Ambadipudi K, Cui MH, Ye K, Foster H, Elkouby E, Liu J, Branch CA, Lipton ML. Evolving brain and behaviour changes in rats following repetitive subconcussive head impacts. Brain Commun 2023; 5:fcad316. [PMID: 38046094 PMCID: PMC10691880 DOI: 10.1093/braincomms/fcad316] [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: 02/02/2023] [Revised: 09/26/2023] [Accepted: 11/19/2023] [Indexed: 12/05/2023] Open
Abstract
There is growing concern that repetitive subconcussive head impacts, independent of concussion, alter brain structure and function, and may disproportionately affect the developing brain. Animal studies of repetitive subconcussive head impacts are needed to begin to characterize the pathological basis and mechanisms underlying imaging and functional effects of repetitive subconcussive head impacts seen in humans. Since repetitive subconcussive head impacts have been largely unexplored in animals, we aimed to characterize the evolution of imaging, behavioural and pathological effects of repetitive subconcussive head impacts in awake adolescent rodents. Awake male and female Sprague Dawley rats (postnatal Day 35) received 140 closed-head impacts over the course of a week. Impacted and sham-impacted animals were restrained in a plastic cone, and unrestrained control animals were included to account for effects of restraint and normal development. Animals (n = 43) underwent repeated diffusion tensor imaging prior to and over 1 month following the final impact. A separate cohort (n = 53) was assessed behaviourally for fine motor control, emotional-affective behaviour and memory at acute and chronic time points. Histological and immunohistochemical analyses, which were exploratory in nature due to smaller sample sizes, were completed at 1 month following the final impact. All animals tolerated the protocol with no overt changes in behaviour or stigmata of traumatic brain injury, such as alteration of consciousness, intracranial haemorrhage or skull fracture. We detected longitudinal, sex-dependent diffusion tensor imaging changes (fractional anisotropy and axial diffusivity decline) in corpus callosum and external capsule of repetitive subconcussive head impact animals, which diverged from both sham and control. Compared to sham animals, repetitive subconcussive head impact animals exhibited acute but transient mild motor deficits. Repetitive subconcussive head impact animals also exhibited chronic anxiety and spatial memory impairment that differed from the control animals, but these effects were not different from those seen in the sham condition. We observed trends in the data for thinning of the corpus callosum as well as regions with elevated Iba-1 in the corpus callosum and cerebral white matter among repetitive subconcussive head impact animals. While replication with larger study samples is needed, our findings suggest that subconcussive head impacts cause microstructural tissue changes in the developing rat brain, which are detectable with diffusion tensor imaging, with suggestion of correlates in tissue pathology and behaviour. The results point to potential mechanisms underpinning consequences of subconcussive head impacts that have been described in humans. The congruence of our imaging findings with human subconcussive head impacts suggests that neuroimaging could serve as a translational bridge to advance study of injury mechanisms and development of interventions.
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Affiliation(s)
- Wouter S Hoogenboom
- The Gruss Magnetic Resonance Research Center, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY 10641, USA
- Department of Clinical Investigation, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY 10641, USA
- Department of Radiology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY 10461, USA
| | - Todd G Rubin
- Department of Neurology, Icahn School of Medicine at Mount Sinai, NewYork, NY 10029, USA
| | - Kamalakar Ambadipudi
- The Gruss Magnetic Resonance Research Center, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY 10641, USA
- Department of Radiology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY 10461, USA
| | - Min-Hui Cui
- The Gruss Magnetic Resonance Research Center, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY 10641, USA
- Department of Radiology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY 10461, USA
| | - Kenny Ye
- Department of Epidemiology & Population Health, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY 10461, USA
| | - Henry Foster
- The Gruss Magnetic Resonance Research Center, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY 10641, USA
| | - Esther Elkouby
- The Gruss Magnetic Resonance Research Center, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY 10641, USA
| | - Jinyuan Liu
- The Gruss Magnetic Resonance Research Center, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY 10641, USA
| | - Craig A Branch
- The Gruss Magnetic Resonance Research Center, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY 10641, USA
- Department of Radiology, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY 10461, USA
- Department of Physiology and Biophysics, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, NY 10461, USA
| | - Michael L Lipton
- Department of Radiology, Columbia University Irving Medical Center, NewYork, NY 10032, USA
- Department of Biomedical Engineering, Columbia University, NewYork, NY 10032, USA
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14
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Weber J, Reinsberger C, Krutsch V, Seiffert R, Huber L, Alt V, Krutsch W. Heading and risk of injury situations for the head in professional German football: a video analysis of over 150,000 headers in 110,000 match minutes. SCI MED FOOTBALL 2023; 7:307-314. [PMID: 35994618 DOI: 10.1080/24733938.2022.2114602] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2021] [Accepted: 08/13/2022] [Indexed: 10/15/2022]
Abstract
To provide detailed epidemiological data on situations with a propensity of head injuries due to heading in professional football. In a prospective cohort study including the four highest professional football leagues in Germany, headers carried out in 1244 official matches and critical situations (CI) with a potential risk for injuries over one season were assessed by video analysis and a standardised video protocol. Results: 154,766 headers in 111,960 match minutes were recorded (1.4 headings/min). Video analysis showed a mean of 6.2 headers per field player and match (SD: 2,9; min: 0; max: 19) in the entire study population with a peak in the third league (7.1 per player and match). Headers were predominantly carried out with the forehead (78.5%), and nearly two-thirds occurred during defence (64.3%). 49.9% of all headers occurred during tackling, of which 78.3% involved body contact with an opponent. Video analysis yielded 848 CI. 74.5% of all critical incidents occurred during heading duels as a part of tackling (odds ratio: 3.6, 95%-CI: 2.4-5.2), and 99.4% involved body contact (odds ratio: 5.9, 95%-CI: 2,8-12,7). This study is the first to provide detailed epidemiological data on heading and critical incidences with high risk for head injuries in professional football. Heading duels bear a high risk of head injury and thus represent a key target for prevention strategies. The impacts of headers should be critically investigated regarding neurological consequences in further studies, by including the mean heading rate per mal field player and match.
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Affiliation(s)
- Johannes Weber
- Department of Trauma, Orthopaedic and Sports Surgery, University Medical Centre Regensburg, Regensburg, Germany
| | - Claus Reinsberger
- Institute of Sports Medicine, University of Paderborn, Paderborn, Germany
| | - Volker Krutsch
- Department of Otorhinolaryngology, Head and Neck Surgery, Paracelsus Medical University, General Hospital Nuremberg, Nuremberg, Germany
| | - Robin Seiffert
- Department of Trauma, Orthopaedic and Sports Surgery, University Medical Centre Regensburg, Regensburg, Germany
| | - Lorenz Huber
- Department of Trauma, Orthopaedic and Sports Surgery, University Medical Centre Regensburg, Regensburg, Germany
| | - Volker Alt
- Department of Trauma, Orthopaedic and Sports Surgery, University Medical Centre Regensburg, Regensburg, Germany
| | - Werner Krutsch
- Department of Trauma, Orthopaedic and Sports Surgery, University Medical Centre Regensburg, Regensburg, Germany
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15
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McKee AC, Mez J, Abdolmohammadi B, Butler M, Huber BR, Uretsky M, Babcock K, Cherry JD, Alvarez VE, Martin B, Tripodis Y, Palmisano JN, Cormier KA, Kubilus CA, Nicks R, Kirsch D, Mahar I, McHale L, Nowinski C, Cantu RC, Stern RA, Daneshvar D, Goldstein LE, Katz DI, Kowall NW, Dwyer B, Stein TD, Alosco ML. Neuropathologic and Clinical Findings in Young Contact Sport Athletes Exposed to Repetitive Head Impacts. JAMA Neurol 2023; 80:1037-1050. [PMID: 37639244 PMCID: PMC10463175 DOI: 10.1001/jamaneurol.2023.2907] [Citation(s) in RCA: 47] [Impact Index Per Article: 23.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 07/06/2023] [Indexed: 08/29/2023]
Abstract
Importance Young contact sport athletes may be at risk for long-term neuropathologic disorders, including chronic traumatic encephalopathy (CTE). Objective To characterize the neuropathologic and clinical symptoms of young brain donors who were contact sport athletes. Design, Setting, and Participants This case series analyzes findings from 152 of 156 brain donors younger than 30 years identified through the Understanding Neurologic Injury and Traumatic Encephalopathy (UNITE) Brain Bank who donated their brains from February 1, 2008, to September 31, 2022. Neuropathologic evaluations, retrospective telephone clinical assessments, and online questionnaires with informants were performed blinded. Data analysis was conducted between August 2021 and June 2023. Exposures Repetitive head impacts from contact sports. Main Outcomes and Measures Gross and microscopic neuropathologic assessment, including diagnosis of CTE, based on defined diagnostic criteria; and informant-reported athletic history and informant-completed scales that assess cognitive symptoms, mood disturbances, and neurobehavioral dysregulation. Results Among the 152 deceased contact sports participants (mean [SD] age, 22.97 [4.31] years; 141 [92.8%] male) included in the study, CTE was diagnosed in 63 (41.4%; median [IQR] age, 26 [24-27] years). Of the 63 brain donors diagnosed with CTE, 60 (95.2%) were diagnosed with mild CTE (stages I or II). Brain donors who had CTE were more likely to be older (mean difference, 3.92 years; 95% CI, 2.74-5.10 years) Of the 63 athletes with CTE, 45 (71.4%) were men who played amateur sports, including American football, ice hockey, soccer, rugby, and wrestling; 1 woman with CTE played collegiate soccer. For those who played football, duration of playing career was significantly longer in those with vs without CTE (mean difference, 2.81 years; 95% CI, 1.15-4.48 years). Athletes with CTE had more ventricular dilatation, cavum septum pellucidum, thalamic notching, and perivascular pigment-laden macrophages in the frontal white matter than those without CTE. Cognitive and neurobehavioral symptoms were frequent among all brain donors. Suicide was the most common cause of death, followed by unintentional overdose; there were no differences in cause of death or clinical symptoms based on CTE status. Conclusions and Relevance This case series found that young brain donors exposed to repetitive head impacts were highly symptomatic regardless of CTE status, and the causes of symptoms in this sample are likely multifactorial. Future studies that include young brain donors unexposed to repetitive head impacts are needed to clarify the association among exposure, white matter and microvascular pathologic findings, CTE, and clinical symptoms.
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Affiliation(s)
- Ann C. McKee
- Veterans Affairs (VA) Boston Healthcare System, US Department of Veteran Affairs, Boston, Massachusetts
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Neurology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Pathology and Laboratory Medicine, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- VA Bedford Healthcare System, US Department of Veteran Affairs, Bedford, Massachusetts
- National Center for PTSD, VA Boston Healthcare, Boston, Massachusetts
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - Jesse Mez
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Neurology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Bobak Abdolmohammadi
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Morgane Butler
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Anatomy and Neurobiology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Bertrand Russell Huber
- Veterans Affairs (VA) Boston Healthcare System, US Department of Veteran Affairs, Boston, Massachusetts
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Neurology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- VA Bedford Healthcare System, US Department of Veteran Affairs, Bedford, Massachusetts
- National Center for PTSD, VA Boston Healthcare, Boston, Massachusetts
| | - Madeline Uretsky
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Katharine Babcock
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Anatomy and Neurobiology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Jonathan D. Cherry
- Veterans Affairs (VA) Boston Healthcare System, US Department of Veteran Affairs, Boston, Massachusetts
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Pathology and Laboratory Medicine, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Victor E. Alvarez
- Veterans Affairs (VA) Boston Healthcare System, US Department of Veteran Affairs, Boston, Massachusetts
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Neurology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- VA Bedford Healthcare System, US Department of Veteran Affairs, Bedford, Massachusetts
| | - Brett Martin
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts
| | - Yorghos Tripodis
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts
| | - Joseph N. Palmisano
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts
| | - Kerry A. Cormier
- Veterans Affairs (VA) Boston Healthcare System, US Department of Veteran Affairs, Boston, Massachusetts
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- VA Bedford Healthcare System, US Department of Veteran Affairs, Bedford, Massachusetts
| | - Caroline A. Kubilus
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- VA Bedford Healthcare System, US Department of Veteran Affairs, Bedford, Massachusetts
| | - Raymond Nicks
- Veterans Affairs (VA) Boston Healthcare System, US Department of Veteran Affairs, Boston, Massachusetts
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Neurology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- VA Bedford Healthcare System, US Department of Veteran Affairs, Bedford, Massachusetts
| | - Daniel Kirsch
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Pathology and Laboratory Medicine, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Ian Mahar
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Lisa McHale
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Concussion Legacy Foundation, Boston, Massachusetts
| | - Christopher Nowinski
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Concussion Legacy Foundation, Boston, Massachusetts
| | - Robert C. Cantu
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Concussion Legacy Foundation, Boston, Massachusetts
- Department of Neurosurgery, Emerson Hospital, Concord, Massachusetts
- Department of Neurosurgery, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Robert A. Stern
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Neurology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Neurosurgery, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Daniel Daneshvar
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Rehabilitation Medicine, Harvard Medical School, Boston, Massachusetts
| | - Lee E. Goldstein
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Psychiatry, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Biomedical, Electrical, and Computer Engineering, Boston University College of Engineering, Boston, Massachusetts
| | - Douglas I. Katz
- Department of Neurology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Braintree Rehabilitation Hospital, Braintree, Massachusetts
| | - Neil W. Kowall
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Neurology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
| | - Brigid Dwyer
- Department of Neurology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Braintree Rehabilitation Hospital, Braintree, Massachusetts
| | - Thor D. Stein
- Veterans Affairs (VA) Boston Healthcare System, US Department of Veteran Affairs, Boston, Massachusetts
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Pathology and Laboratory Medicine, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- VA Bedford Healthcare System, US Department of Veteran Affairs, Bedford, Massachusetts
| | - Michael L. Alosco
- Alzheimer’s Disease Research Center and Chronic Traumatic Encephalopathy Center, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
- Department of Neurology, Chobanian and Avedisian School of Medicine, Boston University, Boston, Massachusetts
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Charney MF, Ye KQ, Fleysher R, DeMessie B, Stewart WF, Zimmerman ME, Kim M, Lipton RB, Lipton ML. Age of first exposure to soccer heading: Associations with cognitive, clinical, and imaging outcomes in the Einstein Soccer Study. Front Neurol 2023; 14:1042707. [PMID: 36846112 PMCID: PMC9947556 DOI: 10.3389/fneur.2023.1042707] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 01/19/2023] [Indexed: 02/11/2023] Open
Abstract
Introduction The objective of this study is to assess the role of age at first exposure (AFE) to soccer heading as a predictor of known adverse associations of recent and longer-term heading with brain microstructure, cognitive, and behavioral features among adult amateur soccer players. Methods The sample included 276 active amateur soccer players (196 male and 81 female) aged 18-53 years old. AFE to soccer heading was treated as a binary variable, dichotomized at ≤ 10 years vs. >10 years old, based on a recently promulgated US Soccer policy, which bans heading for athletes ages 10 and under. Results We found that soccer players who began heading at age 10 or younger performed better on tests of working memory (p = 0.03) and verbal learning (p = 0.02), while accounting for duration of heading exposure, education, sex, and verbal intelligence. No difference in brain microstructure or behavioral measures was observed between the two exposure groups. Discussion The findings indicate that, among adult amateur soccer players, AFE to heading before age 10 compared to later start of heading, is not associated with adverse outcomes, and may be associated with better cognitive performance in young adulthood. Cumulative heading exposure across the lifespan, rather than early life exposure, may drive risk for adverse effects and should be the focus of future longitudinal studies to inform approaches to enhance player safety.
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Affiliation(s)
- Molly F. Charney
- Gruss Magnetic Resonance Imaging Center, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, United States
- Department of Radiology, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, United States
| | - Kenny Q. Ye
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, United States
- Department of Systems and Computational Biology, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Roman Fleysher
- Gruss Magnetic Resonance Imaging Center, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, United States
- Department of Radiology, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, United States
| | - Bluyé DeMessie
- Gruss Magnetic Resonance Imaging Center, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, United States
- Department of Radiology, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, United States
| | | | | | - Mimi Kim
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Richard B. Lipton
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, United States
- Saul B. Korey Department of Neurology, Albert Einstein College of Medicine, Bronx, NY, United States
- Department of Neurology, Montefiore Medical Center, Bronx, NY, United States
| | - Michael L. Lipton
- Gruss Magnetic Resonance Imaging Center, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, United States
- Department of Radiology, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, United States
- Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, United States
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, United States
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17
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Haase FK, Prien A, Douw L, Feddermann-Demont N, Junge A, Reinsberger C. Cortical thickness and neurocognitive performance in former high-level female soccer and non-contact sport athletes. Scand J Med Sci Sports 2023; 33:921-930. [PMID: 36746873 DOI: 10.1111/sms.14324] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 01/03/2023] [Accepted: 01/31/2023] [Indexed: 02/08/2023]
Abstract
BACKGROUND Long-term effects of playing soccer (football) on the brain structure and function of the brain are vividly debated. While some studies showed differences in neurocognitive performance and structural brain changes in retired male players, data on female players are scarce. The present study compares cortical thickness and neurocognitive performance in former high-level female soccer (SOC) and non-contact sport athletes (CON). METHODS 3 T T1-weighted 3D MPRAGE MRI was performed, and vertex-wise cortical thickness was analyzed using FreeSurfer (v. 6.0.0). Neurocognitive performance in seven domains of SOC and CON was assessed. A multivariate linear model was used to analyze interactions with respect to heading frequency and a history of concussion. RESULTS SOC (n = 15, mean age 38.3 ± 5.1 years) and CON (n = 16, mean age 36.6 ± 5.8 years) had a similar cortical thickness and performed similarly in the neurocognitive tests except for verbal memory and psychomotor speed, where SOC performed significantly worse than CON. Moderate headers had a significantly larger cortical thickness than rare headers in the right inferior parietal region. Visual memory and cortical thickness were positively correlated in the group of frequent headers and negatively correlated in CON, but not in the other header groups. PERSPECTIVE In contrast to previous reports in male soccer players, female players did not reveal cortical thinning in comparison with control athletes, whereas neurocognitive profiles of female soccer players might not significantly differ from male athletes. Small sample sizes, subjective header assessment, and the case-control study design require a cautious interpretation.
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Affiliation(s)
| | - Annika Prien
- Institute of Interdisciplinary Exercise Science and Sports Medicine, MSH Medical School Hamburg, Hamburg, Germany.,Amsterdam Collaboration on Health & Safety in Sports, Department of Public and Occupational Health, Amsterdam Movement Sciences, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Linda Douw
- Department of Anatomy and Neurosciences, Amsterdam University Medical Centers, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,Department of Radiology, Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Nina Feddermann-Demont
- Department of Neurology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Astrid Junge
- Institute of Interdisciplinary Exercise Science and Sports Medicine, MSH Medical School Hamburg, Hamburg, Germany
| | - Claus Reinsberger
- Institute of Sports Medicine, Paderborn University, Paderborn, Germany
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18
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Ten questions in sports engineering: technology in elite women’s football. SPORTS ENGINEERING 2022. [PMCID: PMC9667860 DOI: 10.1007/s12283-022-00384-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The use of technology in football is increasing, although, products predominantly focus on men’s football in performance, safety, comfort, and fit considerations. A recent scoping review identified just 32 published scientific articles on technology in women’s football, despite demands of those playing/working in the women’s game increasing. We wish to highlight the progressions made so far and barriers remaining in the elite women’s football technology to shed a light on this topic and prod researchers and manufacturers to help support the evolution of women’s-football-focussed technological considerations. The ten questions presented in this paper address the generic question on whether women’s specific tailoring is needed (Question 1) as well as addressing specific questions on football technology and engineering, such as the progressions made and ongoing issues in the following areas: football kits, religious considerations (hijab designs), sports bras, football boots, balls, football pitches, performance tracking devices, menstrual cycle tracking devices (Question 2–10). It is evidence that certain areas have received more attention than others and with these ten questions we hope to steer readers towards research and engineering gaps for future work.
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19
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Jack J, Woodgates A, Smail O, Brown F, Lynam K, Lester A, Williams G, Bond B. Cerebral blood flow regulation is not acutely altered after a typical number of headers in women footballers. Front Neurol 2022; 13:1021536. [PMID: 36479047 PMCID: PMC9719992 DOI: 10.3389/fneur.2022.1021536] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 10/31/2022] [Indexed: 09/29/2023] Open
Abstract
BACKGROUND The repeated act of heading has been implicated in the link between football participation and risk of neurodegenerative disease, and acutely alters cerebrovascular outcomes in men. This study assessed whether exposure to a realistic number of headers acutely influences indices of cerebral blood flow regulation in female footballers. METHODS Nineteen female players completed a heading trial and seated control trial on two separate days. The heading trial involved six headers in 1 h (one every 10 min), with the ball traveling at 40 ± 5 km/h. Cerebrovascular reactivity to hypercapnia and hypocapnia was determined using serial breath holding and hyperventilation attempts. Dynamic cerebral autoregulation (dCA) was assessed by scrutinizing the relationship between cerebral blood flow and mean arterial blood pressure during 5 min of squat stand maneuvers at 0.05 Hz. Neurovascular coupling (NVC) was quantified as the posterior cerebral artery blood velocity response to a visual search task. These outcomes were assessed before and 1 h after the heading or control trial. RESULTS No significant time by trial interaction was present for the hypercapnic (P = 0.48,η p 2 = 0.05) and hypocapnic (P = 0.47,η p 2 = 0.06) challenge. Similarly, no significant interaction effect was present for any metric of dCA (P > 0.12,η p 2 < 0.16 for all) or NVC (P > 0.14,η p 2 < 0.15 for all). CONCLUSION The cerebral blood flow response to changes in carbon dioxide, blood pressure and a visual search task were not altered following six headers in female footballers. Further study is needed to observe whether changes are apparent after more prolonged exposure.
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Affiliation(s)
| | | | | | | | | | | | | | - Bert Bond
- Exeter Head Impacts, Brain Injury and Trauma (ExHIBIT) Research Group, Sport and Health Sciences, University of Exeter, Exeter, United Kingdom
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20
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Ye K, Fleysher R, Lipton RB, Zimmerman ME, Stewart WF, Sliwinski MJ, Kim M, Lipton ML. Repetitive soccer heading adversely impacts short-term learning among adult women. J Sci Med Sport 2022; 25:935-941. [PMID: 36210312 PMCID: PMC10020927 DOI: 10.1016/j.jsams.2022.08.011] [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: 12/03/2021] [Revised: 08/19/2022] [Accepted: 08/24/2022] [Indexed: 11/19/2022]
Abstract
OBJECTIVES To determine the impact of 12-month heading exposure on short-term learning. DESIGN A total of 105 active amateur soccer players, 45 women and 60 men, were administered an EMA-based test of working memory, a version of the two-back, once daily for 14 days. METHODS Heading exposure of the participants was assessed using "HeadCount", a validated structured questionnaire at the baseline visits. The short-term rate of learning of each individual is quantified by first fitting a quadratic model to the daily performance on the two-back test over a two-week period, then taking the instantaneous rate of the quadratic function at the 7th test. A linear regression model was used to test the association of heading exposure with rates of learning, including age, sex, years of education and history of concussion as covariates, as well as variables describing soccer play and heading within the two-week period. Sensitivity analyses were performed using different methods for quantifying the learning effects and different transformations on 12-month heading exposure. RESULTS Greater 12-month heading was associated with lower rates of learning among women (p = 0.008) but not among men (p = 0.74). CONCLUSIONS We have identified evidence for an adverse, albeit subclinical, effect of soccer heading on brain function among young adult players, which selectively affects women in our sample.
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Affiliation(s)
- Kenny Ye
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, USA; Department of Systems & Computational Biology, Albert Einstein College of Medicine, USA.
| | - Roman Fleysher
- Gruss Magnetic Resonance Imaging Center, Albert Einstein College of Medicine and Montefiore Medical Center, USA; Department of Radiology, Albert Einstein College of Medicine and Montefiore Medical Center, USA
| | - Richard B Lipton
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, USA; Saul B. Korey Department of Neurology, Albert Einstein College of Medicine, Department of Neurology, Montefiore Medical Center, USA
| | | | | | - Martin J Sliwinski
- Department of Human Development and Family Studies, Pennsylvania State University, University Park, USA
| | - Mimi Kim
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, USA
| | - Michael L Lipton
- Gruss Magnetic Resonance Imaging Center, Albert Einstein College of Medicine and Montefiore Medical Center, USA; Department of Radiology, Albert Einstein College of Medicine and Montefiore Medical Center, USA; Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine and Montefiore Medical Center, USA; Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine and Montefiore Medical Center, USA.
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21
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Abstract
Sex and Gender Science seeks to better acknowledge that the body cannot be removed from the world it inhabits. We believe that to best answer any neuroscience question, the biological and the social need to be addressed through both objective means to learn, "how it is like" and subjective means to learn, "what it is like." We call bringing the biological and social together, "Situated Neuroscience" and the mixing of approaches to do so, Very Mixed Methods. Taken together, they constitute an approach to Sex and Gender Science. In this chapter, we describe neural phenomena for which considering sex and gender together produces a fuller knowledge base: sleep, pain, memory, and concussion. For these brain phenomena examples, studying only quantitative measures does not reveal the full impact of these lived experiences on the brain but studying only the qualitative would not reveal how the brain responds. We discuss how Sex and Gender Science allows us to begin to bring together biology and its social context and acknowledge where context can contribute to resolving ignorance to offer more expansive, complementary, and interrelating pictures of an intricate neuro-landscape.
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22
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Dave U, Kinderknecht J, Cheng J, Santiago K, Jivanelli B, Ling DI. Systematic review and meta-analysis of sex-based differences for concussion incidence in soccer. PHYSICIAN SPORTSMED 2022; 50:11-19. [PMID: 33357128 DOI: 10.1080/00913847.2020.1868955] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
OBJECTIVE To compare concussion incidence in male and female soccer players due to the specific concussion-causing activity. METHODS/DATA SOURCES PubMed, EMBASE, and Cochrane Library were searched for studies published between January 2000 and February 2020. Search terms included 'sex,' 'gender,' 'sex differences,' 'brain injury,' 'sports,' 'athletes,' 'incidence,' 'epidemiology,' 'symptoms,' and 'injury rate.' Studies that contained data on concussion incidence in soccer and featured comparisons by sex and soccer activity were included. Studies that were not written in English, contained data on non-sports-related concussions, or were conference abstracts were excluded. RESULTS Six studies were included in this meta-analysis, each of which contributed the number of concussions in males and females for a specific soccer activity. Concussion incidence rates were calculated using athlete-exposures as the denominator and a rate ratio was measured by dividing the concussion rate among female soccer players by the rate among male soccer players. Female soccer players were shown to have a greater rate of concussions from heading [1.65 (95% CI: 1.35, 2.03, p < 0.001)] and goalkeeping [1.63 (95% CI: 1.22, 2.17, p = 0.001)]. There were 3 studies comparing sex differences for general play. While the pooled rate ratio was statistically significant [1.51 (95% CI: 1.12, 2.04), p = 0.007], this result was largely driven by 1 study. CONCLUSION Concussion incidence rates were significantly higher in female soccer players compared to male players while heading. There is also some evidence to suggest that the incidence is higher for female goalkeepers. Soccer coaches and health care providers need to recognize this sex difference when coaching or treating players.
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Affiliation(s)
- Udit Dave
- Department of Biology, Georgetown University, Washington, D.C., U.S.A
| | - James Kinderknecht
- Sports Medicine Institute, Hospital for Special Surgery, New York, N.Y., U.S.A
| | - Jennifer Cheng
- Department of Physiatry, Hospital for Special Surgery, New York, N.Y., U.S.A
| | - Kristen Santiago
- Department of Physiatry, Hospital for Special Surgery, New York, N.Y., U.S.A
| | - Bridget Jivanelli
- Kim Barrett Memorial Library, Hospital for Special Surgery, New York, N.Y., U.S.A
| | - Daphne I Ling
- Sports Medicine Institute, Hospital for Special Surgery, New York, N.Y., U.S.A.,Department of Population Health Sciences, Weill Cornell Medical College, New York, N.Y., U.S.A
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23
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Austin K, Lee BJ, Flood TR, Toombs J, Borisova M, Lauder M, Heslegrave A, Zetterberg H, Smith NA. Serum neurofilament light concentration does not increase following exposure to low velocity football heading. SCI MED FOOTBALL 2022; 5:188-194. [PMID: 35077291 DOI: 10.1080/24733938.2020.1853210] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Objectives: To investigate if heading frequency and impact biomechanics in a single session influence the concentration of serum neurofilament light (NF-L), a sensitive biomarker for axonal damage, up to 7 days after heading incident at ball velocities reflecting basic training drills.Methods: Forty-four males were randomized into either control (n = 8), 10 header (n = 12), 20 header (n = 12) or 40 header (n = 12) groups. Linear and angular head accelerations were quantified during heading. Venous blood samples were taken at baseline, 6 h, 24 h and 7 days after heading. Serum NF-L was quantified using Quanterix NF-L assay kit on the Simoa HD-1 Platform.Results: Serum NF-L did not alter over time (p = 0.44) and was not influenced by number of headers [p = 0.47; mean (95% CI) concentrations at baseline 6.00 pg · ml-1 (5.00-7.00 pg · ml-1); 6 h post 6.50 pg · ml-1 (5.70-7.29 pg · ml-1); 24 h post 6.07 pg · ml-1 (5.14-7.01 pg · ml-1); and 7 days post 6.46 pg · ml-1 (5.45-7.46 pg · ml-1)]. There was no relationship between percentage change in NF-L and summed session linear and angular head accelerations.Conclusion: In adult men, heading frequency or impact biomechanics did not affect NF-L response during a single session of headers at ball velocities reflective of basic training tasks.
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Affiliation(s)
- Kieran Austin
- Institute of Sport, University of Chichester, Chichester, UK
| | - Ben J Lee
- Institute of Sport, University of Chichester, Chichester, UK
| | - Tessa R Flood
- Institute of Sport, University of Chichester, Chichester, UK
| | - Jamie Toombs
- Centre for Discovery Brain Sciences, UK Dementia Research Institute, The University of Edinburgh, UK
| | - Mina Borisova
- Department of Neurodegenerative Diseases, University College London, London, UK.,UK Dementia Research Institute at UCL, London, UK
| | - Mike Lauder
- Institute of Sport, University of Chichester, Chichester, UK
| | - Amanda Heslegrave
- Department of Neurodegenerative Diseases, University College London, London, UK.,UK Dementia Research Institute at UCL, London, UK
| | - Henrik Zetterberg
- Department of Neurodegenerative Diseases, University College London, London, UK.,UK Dementia Research Institute at UCL, London, UK.,Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden.,Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Neal A Smith
- Institute of Sport, University of Chichester, Chichester, UK
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24
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Müller C, Zentgraf K. Neck and Trunk Strength Training to Mitigate Head Acceleration in Youth Soccer Players. J Strength Cond Res 2021; 35:S81-S89. [PMID: 33065700 DOI: 10.1519/jsc.0000000000003822] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Carsten Müller
- Institute of Sport and Exercise Sciences, University of Münster, Münster, Germany.,University Sports, University of Münster, Münster, Germany; and
| | - Karen Zentgraf
- Department of Movement Science and Training in Sports, Institute of Sport Sciences, Goethe-University Frankfurt, Frankfurt, Germany
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25
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Blyth RJ, Alcock M, Tumilty DS. Why are female soccer players experiencing a concussion more often than their male counterparts? A scoping review. Phys Ther Sport 2021; 52:54-68. [PMID: 34419893 DOI: 10.1016/j.ptsp.2021.08.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 07/30/2021] [Accepted: 08/01/2021] [Indexed: 12/29/2022]
Abstract
BACKGROUND The risk of concussion is particularly high in female soccer players. There is no consensus as to why female soccer players are at an elevated risk. OBJECTIVE To synthesise current evidence investigating reasons for the increased concussion rate in female soccer players. SOURCES Searching of six databases (MEDLINE, Scopus, CINAHL, SportDiscus, Web of Science and the Cochrane Library) and grey literature was performed between 13/07/2020-31/07/2020. Keywords were concussion-related terms, terms relating to female football/soccer and terms relating to the mechanism/cause. No constraints were placed on publication date and quantitative or exploratory studies meeting inclusion criteria were eligible. Exclusion criteria were studies not published in English and qualitative studies. RESULTS Several hypotheses were identified to explain increased concussion rates in female soccer players, these include, reduced neck strength/anthropometrics, increased head acceleration, increased ball-to-head concussions, differences in hormones and brain structure/function, and reduced visual awareness. CONCLUSION Promising ideas/reasons have been identified for increased concussion rates in female soccer players. Despite hypothesis generation there is scarce high-level evidence which is required to guide injury prevention and/or rule changes to protect female soccer players. The level of evidence for included studies is level 2-3 with most being observational cross-sectional or cohort studies.
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Affiliation(s)
- Rebecca Jane Blyth
- School of Physiotherapy, University of Otago, 325 Great King Street, North Dunedin, Dunedin, 9016, New Zealand.
| | - Mark Alcock
- School of Physiotherapy, University of Otago, 325 Great King Street, North Dunedin, Dunedin, 9016, New Zealand
| | - Dr Steve Tumilty
- School of Physiotherapy, University of Otago, 325 Great King Street, North Dunedin, Dunedin, 9016, New Zealand
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26
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Potential Mechanisms of Acute Standing Balance Deficits After Concussions and Subconcussive Head Impacts: A Review. Ann Biomed Eng 2021; 49:2693-2715. [PMID: 34258718 DOI: 10.1007/s10439-021-02831-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 06/29/2021] [Indexed: 01/04/2023]
Abstract
Standing balance deficits are prevalent after concussions and have also been reported after subconcussive head impacts. However, the mechanisms underlying such deficits are not fully understood. The objective of this review is to consolidate evidence linking head impact biomechanics to standing balance deficits. Mechanical energy transferred to the head during impacts may deform neural and sensory components involved in the control of standing balance. From our review of acute balance-related changes, concussions frequently resulted in increased magnitude but reduced complexity of postural sway, while subconcussive studies showed inconsistent outcomes. Although vestibular and visual symptoms are common, potential injury to these sensors and their neural pathways are often neglected in biomechanics analyses. While current evidence implies a link between tissue deformations in deep brain regions including the brainstem and common post-concussion balance-related deficits, this link has not been adequately investigated. Key limitations in current studies include inadequate balance sampling duration, varying test time points, and lack of head impact biomechanics measurements. Future investigations should also employ targeted quantitative methods to probe the sensorimotor and neural components underlying balance control. A deeper understanding of the specific injury mechanisms will inform diagnosis and management of balance deficits after concussions and subconcussive head impact exposure.
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27
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Commotions cérébrales chez les footballeuses particularité et prise en charge. Sci Sports 2021. [DOI: 10.1016/j.scispo.2020.12.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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28
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Gilbert AW, Bering JM, Anderson LC. Addressing head injury risk in youth football: are heading guidelines the answer? SCI MED FOOTBALL 2021; 6:340-346. [DOI: 10.1080/24733938.2021.1967435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Alexander W. Gilbert
- 133 Union Street East, Dunedin
- Centre for Science Communication, University of Otago, Dunedin, New Zealand
| | - Jesse M. Bering
- Centre for Science Communication, University of Otago, Dunedin, New Zealand
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29
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Brooks JS, Allison W, Harriss A, Bian K, Mao H, Dickey JP. Purposeful Heading Performed by Female Youth Soccer Players Leads to Strain Development in Deep Brain Structures. Neurotrauma Rep 2021; 2:354-362. [PMID: 34901935 PMCID: PMC8655815 DOI: 10.1089/neur.2021.0014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Head impacts in soccer have been associated with both short- and long-term neurological consequences. Youth players' brains are especially vulnerable given that their brains are still developing, and females are at an increased risk of traumatic brain injury (TBI) compared to males. Approximately 90% of head impacts in soccer occur from purposeful heading. Accordingly, this study assessed the relationship between kinematic variables and brain strain during purposeful headers in female youth soccer players. A convenience sample of 36 youth female soccer players (13.4 [0.9] years of age) from three elite youth soccer teams wore wireless sensors to quantify head impact magnitudes during games. Purposeful heading events were categorized by game scenario (e.g., throw-in, goal kick) for 60 regular season games (20 games per team). A total of 434 purposeful headers were identified. Finite element model simulations were performed to calculate average peak maximum principal strain (APMPS) in the corpus callosum, thalamus, and brainstem on a subset of 110 representative head impacts. Rotational velocity was strongly associated with APMPS in these three regions of the brain (r = 0.83-0.87). Linear acceleration was weakly associated with APMPS (r = 0.13-0.31). Game scenario did not predict APMPS during soccer games (p > 0.05). Results demonstrated considerable APMPS in the corpus callosum (mean = 0.102) and thalamus (mean = 0.083). In addition, the results support the notion that rotational velocity is a better predictor of brain strain than linear acceleration and may be a potential indicator of changes to the brain.
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Affiliation(s)
- Jeffrey S. Brooks
- School of Kinesiology, Faculty of Health Sciences, Western University, London, Ontario, Canada
| | - Wayne Allison
- School of Kinesiology, Faculty of Health Sciences, Western University, London, Ontario, Canada
| | - Alexandra Harriss
- Health and Rehabilitation Sciences, Faculty of Health Sciences, Western University, London, Ontario, Canada
| | - Kewei Bian
- Department of Mechanical and Materials Engineering, Faculty of Engineering, Western University, London, Ontario, Canada
| | - Haojie Mao
- Department of Mechanical and Materials Engineering, Faculty of Engineering, Western University, London, Ontario, Canada
- School of Biomedical Engineering, Western University, London, Ontario, Canada
| | - James P. Dickey
- School of Kinesiology, Faculty of Health Sciences, Western University, London, Ontario, Canada
- School of Biomedical Engineering, Western University, London, Ontario, Canada
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30
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Wright DK, Symons GF, O'Brien WT, McDonald SJ, Zamani A, Major B, Chen Z, Costello D, Brady RD, Sun M, Law M, O'Brien TJ, Mychasiuk R, Shultz SR. Diffusion Imaging Reveals Sex Differences in the White Matter Following Sports-Related Concussion. Cereb Cortex 2021; 31:4411-4419. [PMID: 33860291 DOI: 10.1093/cercor/bhab095] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Sports-related concussion (SRC) is a serious health concern. However, the temporal profile of neuropathophysiological changes after SRC and how these relate to biological sex are still poorly understood. This preliminary study investigated whether diffusion-weighted magnetic resonance imaging (dMRI) was sensitive to neuropathophysiological changes following SRC; whether these changes were sex-specific; and whether they persisted beyond the resolution of self-reported symptoms. Recently concussed athletes (n = 14), and age- and education-matched nonconcussed control athletes (n = 16), underwent MRI 24-48-h postinjury and again at 2-week postinjury (i.e., when cleared to return-to-play). Male athletes reported more symptoms and greater symptom severity compared with females. dMRI revealed white matter differences between athletes with SRC and their nonconcussed counterparts at 48-h postinjury. These differences were still present at 2-week postinjury, despite SRC athletes being cleared to return to play and may indicate increased cerebral vulnerability beyond the resolution of subjective symptoms. Furthermore, we identified sex-specific differences, with male SRC athletes having significantly greater white matter disruption compared with female SRC athletes. These results have important implications for the management of concussion, including guiding return-to-play decisions, and further improve our understanding regarding the role of sex in SRC outcomes.
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Affiliation(s)
- David K Wright
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia
| | - Georgia F Symons
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia
| | - William T O'Brien
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia
| | - Stuart J McDonald
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia.,Physiology, Anatomy and Microbiology, La Trobe University, Bundoora, VIC 3086, Australia
| | - Akram Zamani
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia
| | - Brendan Major
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia
| | - Zhibin Chen
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia.,Department of Medicine, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC 3010, Australia.,Clinical Epidemiology, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia
| | - Daniel Costello
- Department of Medicine, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC 3010, Australia
| | - Rhys D Brady
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia.,Department of Medicine, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC 3010, Australia
| | - Mujun Sun
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia
| | - Meng Law
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia.,Department of Electrical and Computer Systems Engineering, Monash University, Clayton, VIC 3800, Australia.,Departments of Neurological Surgery and Biomedical Engineering, University of Southern California, Los Angeles, CA 90033, USA
| | - Terence J O'Brien
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia.,Department of Medicine, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC 3010, Australia
| | - Richelle Mychasiuk
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia
| | - Sandy R Shultz
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia.,Department of Medicine, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC 3010, Australia
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31
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Strauss SB, Fleysher R, Ifrah C, Hunter LE, Ye K, Lipton RB, Zimmerman ME, Kim M, Stewart WF, Lipton ML. Framing potential for adverse effects of repetitive subconcussive impacts in soccer in the context of athlete and non-athlete controls. Brain Imaging Behav 2021; 15:882-895. [PMID: 32712797 PMCID: PMC7861653 DOI: 10.1007/s11682-020-00297-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
The benefits of athletic activity may be attenuated by sport-related head impacts, including soccer-related concussion and subconcussive events. The purpose of this study is to characterize the specific effects of soccer heading on white matter microstructure and cognitive function, independent of concussion, relative to non-athlete controls and relative to active athletes who are not involved in collision sports. 246 amateur soccer players, 72 non-contact/non-collision sports athletes and 110 healthy,non-athlete controls were included in the study, and underwent cognitive testing and 3T diffusion tensor imaging (DTI). Voxelwise linear regression, comparing soccer players and non-contact/non-collision sports athletes healthy,non-athlete controls, identified regions of abnormally low and high fractional anisotropy (FA), axial diffusivity (AD), radial diffusivity (RD) and mean diffusivity (MD) in athlete participants. Generalized estimating equations were used to examine the effects of 2 week and 1 year heading exposure quartile on cognitive performance and on the volume of each high and each low DTI parameter. Athletes with no or lower exposure to repetitive heading exhibited greater expression of low RD, greater expression of high FA and better performance on tasks of attention, processing speed, verbal memory, and working memory compared to non-athletes. Soccer players with the highest exposure to repetitive head impacts, however, did not differ significantly from healthy, non-athletes on either micro-structural features or cognitive performance, findings not explained by concussion history or demographic factors. These results are consistent with the notion that beneficial effects of athletic conditioning or training on brain structure and function may be attenuated by exposure to repeated subconcussive head impacts.
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Affiliation(s)
- Sara B Strauss
- Albert Einstein College of Medicine, Montefiore Medical Center, 1300 Morris Park Avenue, Bronx, NY, 10461, USA
- NY Presbyterian, Weill Cornell Medical Center, New York, NY, 10065, USA
| | - Roman Fleysher
- Albert Einstein College of Medicine, Montefiore Medical Center, 1300 Morris Park Avenue, Bronx, NY, 10461, USA
| | - Chloe Ifrah
- Albert Einstein College of Medicine, Montefiore Medical Center, 1300 Morris Park Avenue, Bronx, NY, 10461, USA
| | - Liane E Hunter
- Albert Einstein College of Medicine, Montefiore Medical Center, 1300 Morris Park Avenue, Bronx, NY, 10461, USA
| | - Kenny Ye
- Albert Einstein College of Medicine, Montefiore Medical Center, 1300 Morris Park Avenue, Bronx, NY, 10461, USA
| | - Richard B Lipton
- Albert Einstein College of Medicine, Montefiore Medical Center, 1300 Morris Park Avenue, Bronx, NY, 10461, USA
| | | | - Mimi Kim
- Albert Einstein College of Medicine, Montefiore Medical Center, 1300 Morris Park Avenue, Bronx, NY, 10461, USA
| | | | - Michael L Lipton
- Albert Einstein College of Medicine, Montefiore Medical Center, 1300 Morris Park Avenue, Bronx, NY, 10461, USA.
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Prien A, Feddermann-Demont N, Verhagen E, Twisk J, Junge A. Neurocognitive performance and mental health of retired female football players compared to non-contact sport athletes. BMJ Open Sport Exerc Med 2020; 6:e000952. [PMID: 33312682 PMCID: PMC7716672 DOI: 10.1136/bmjsem-2020-000952] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/15/2020] [Indexed: 11/25/2022] Open
Abstract
Background Adverse long-term effects of playing football due to repetitive head impact exposure on neurocognition and mental health are controversial. To date, no studies have evaluated such effects in women. Aims To (1) compare neurocognitive performance, cognitive symptoms and mental health in retired elite female football players (FB) with retired elite female non-contact sport athletes (CON), and to (2) assess whether findings are related to history of concussion and/or heading exposure in FB. Methods Neurocognitive performance, mental health and cognitive symptoms were assessed using computerised tests (CNS-vital signs), paper pen tests (Category fluency, Trail-Making Test, Digit Span, Paced Auditory Serial Addition Test), questionnaires (Hospital Anxiety and Depression Scale, SF-36v2 Health Survey) and a symptom checklist. Heading exposure and concussion history were self-reported in an online survey and in a clinical interview, respectively. Linear regression was used to analyse the effect of football, concussion and heading exposure on outcomes adjusted for confounders. Results FB (n=66) performed similar to CON (n=45) on neurocognitive tests, except for significantly lower scores on verbal memory (mean difference (MD)=−7.038, 95% CI −12.98 to –0.08, p=0.038) and verbal fluency tests (MD=−7.534, 95% CI –13.75 to –0.46, p=0.016). Among FB weaker verbal fluency performance was significantly associated with ≥2 concussions (MD=−10.36, 95% CI –18.48 to –2.83, p=0.017), and weaker verbal memory performance with frequent heading (MD=−9.166, 95% CI –17.59 to –0.123, p=0.041). The depression score differed significantly between study populations, and was significantly associated with frequent heading but not with history of concussion in FB. Conclusion Further studies should investigate the clinical relevance of our findings and whether the observed associations point to a causal link between repetitive head impacts and verbal memory/fluency or mental health.
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Affiliation(s)
- Annika Prien
- Fakultät Humanwissenschaften, MSH Medical School Hamburg, Hamburg, Germany.,Amsterdam Collaboration on Health & Safety in Sports, Public and Occupational Health, Amsterdam UMC Locatie VUmc, Amsterdam, The Netherlands
| | - Nina Feddermann-Demont
- Department of Neurology, University Hospital Zurich, Zurich, Switzerland.,Swiss Concussion Center (SCC), Schulthess Klinik, Zurich, Switzerland
| | - Evert Verhagen
- Amsterdam Collaboration on Health & Safety in Sports, Public and Occupational Health, Amsterdam UMC Locatie VUmc, Amsterdam, The Netherlands.,Department of Human Biology, Division of Exercise Science and Sports Medicine, University of Cape Town, Rondebosch, Western Cape, South Africa
| | - Jos Twisk
- Epidemiology and Biostatistics, Amsterdam UMC Locatie VUmc, Amsterdam, The Netherlands
| | - Astrid Junge
- Fakultät Humanwissenschaften, MSH Medical School Hamburg, Hamburg, Germany.,Swiss Concussion Center (SCC), Schulthess Klinik, Zurich, Switzerland
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33
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de Souza NL, Dennis EL, Brown AM, Singh S, Wilde EA, Buckman JF, Esopenko C. Relation between Isometric Neck Strength and White Matter Organization in Collegiate Athletes. Neurotrauma Rep 2020; 1:232-240. [PMID: 34223543 PMCID: PMC8240886 DOI: 10.1089/neur.2020.0025] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Soccer athletes frequently experience repetitive head impacts (RHI) during games and practices, which may affect neural integrity over time and lead to altered brain structure. Neck strength is hypothesized to limit the transfer of force to the brain and decrease the effect of RHI on brain structure. The goal of our work was to examine whether greater neck strength is associated with more intact white matter organization (WMO) in collegiate athletes exposed to RHI. Collegiate soccer (n = 17) and limited/non-contact sport (n = 39) athletes were assessed prior to their athletic seasons. Participants completed neck strength assessments using handheld dynamometry in six test positions and diffusion tensor imaging. Fractional anisotropy (FA), mean diffusivity (MD), radial diffusivity (RD), and axial diffusivity (AD) were calculated for 20 white matter (WM) regions. A multi-variate approach was used to examine the relationship between neck strength and diffusion measures in soccer and limited/non-contact athletes. Neck strength was positively associated with FA and negatively associated with RD across several WM regions in soccer players only. Neck strength was not significantly associated with MD or AD in either group. Greater neck strength was related to more intact WMO in athletes with high exposure to RHI, particularly in regions prone to damage from brain trauma such as the basal ganglia, superior longitudinal fasciculus, and frontoparietal WM. Future studies should examine neck strength as a factor to moderate neural outcomes in athletes with exposure to RHI.
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Affiliation(s)
- Nicola L de Souza
- School of Graduate Studies, Biomedical Sciences, Rutgers Biomedical and Health Sciences, Newark, New Jersey, USA
| | - Emily L Dennis
- Department of Neurology, University of Utah School of Medicine, Salt Lake City, Utah, USA.,George E. Wahlen Veterans Affairs Medical Center, Salt Lake City, Utah, USA
| | - Allison M Brown
- Department of Rehabilitation and Movement Sciences, School of Health Professions, Rutgers Biomedical and Health Sciences, Newark, New Jersey, USA
| | - Sasha Singh
- Department of Rehabilitation and Movement Sciences, School of Health Professions, Rutgers Biomedical and Health Sciences, Newark, New Jersey, USA
| | - Elisabeth A Wilde
- Department of Neurology, University of Utah School of Medicine, Salt Lake City, Utah, USA.,George E. Wahlen Veterans Affairs Medical Center, Salt Lake City, Utah, USA
| | - Jennifer F Buckman
- Department of Kinesiology and Health, Rutgers University - New Brunswick, Piscataway, New Jersey, USA
| | - Carrie Esopenko
- Department of Rehabilitation and Movement Sciences, School of Health Professions, Rutgers Biomedical and Health Sciences, Newark, New Jersey, USA
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Lefebvre G, Guay S, Chamard E, Theaud G, de Guise E, Bacon BA, Descoteaux M, De Beaumont L, Théoret H. Diffusion Tensor Imaging in Contact and Non-Contact University-Level Sport Athletes. J Neurotrauma 2020; 38:529-537. [PMID: 32640880 DOI: 10.1089/neu.2020.7170] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
Subconcussive hits to the head and physical fitness both have been associated with alterations in white matter (WM) microstructure in partly overlapping areas of the brain. The aim of the present study was to determine whether WM damage associated with repeated exposure to subconcussive hits to the head in university level contact sports athletes is modulated by high levels of fitness. To this end, 72 students were recruited: 24 athletes practicing a varsity contact sport (A-CS), 24 athletes practicing a varsity non-contact sport (A-NCS), and 24 healthy non-athletes (NA). Participants underwent a magnetic resonance imaging session that included diffusion-weighted imaging. Between-groups, statistical analyses were performed with diffusion tensor imaging measures extracted by tractometry of sections of the corpus callosum and the corticospinal tract. Most significant effects were found in A-NCS who exhibited higher fractional anisotropy (FA) values than A-CS in almost all segments of the corpus callosum and in the corticospinal tract. The A-NCS also showed higher FA compared with NA in the anterior regions of the corpus callosum and the corticospinal tracts. No group difference was found between the A-CS and the NA groups. These data suggest that repeated subconcussive hits to the head lead to anisotropic changes in the WM that may counteract the beneficial effects associated with high levels of fitness.
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Affiliation(s)
- Geneviève Lefebvre
- Department of Psychology and Université de Montréal, Montréal, Québec, Canada
| | - Samuel Guay
- Department of Psychology and Université de Montréal, Montréal, Québec, Canada
| | - Emilie Chamard
- Department of Psychology and Université de Montréal, Montréal, Québec, Canada
| | - Guillaume Theaud
- Sherbrooke Connectivity Imaging Laboratory (SCIL), Université de Sherbrooke, Sherbrooke, Québec, Canada
| | - Elaine de Guise
- Department of Psychology and Université de Montréal, Montréal, Québec, Canada
| | | | - Maxime Descoteaux
- Sherbrooke Connectivity Imaging Laboratory (SCIL), Université de Sherbrooke, Sherbrooke, Québec, Canada
| | - Louis De Beaumont
- Department of Surgery, Université de Montréal, Montréal, Québec, Canada
| | - Hugo Théoret
- Department of Psychology and Université de Montréal, Montréal, Québec, Canada.,Research Center, CHU Sainte-Justine, Montréal, Québec, Canada
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35
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Soccer heading and concussion are not associated with reduced brain volume or cortical thickness. PLoS One 2020; 15:e0235609. [PMID: 32776940 PMCID: PMC7416951 DOI: 10.1371/journal.pone.0235609] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2019] [Accepted: 06/19/2020] [Indexed: 11/19/2022] Open
Abstract
Soccer is the most popular sport in the world and, since it is a contact sport, players are at risk for head injury, including concussion. Here, we proposed to investigate the association of heading and concussion with macroscopic brain structure among adult amateur soccer players. For this study, 375 amateur soccer players (median age 23 years) completed HeadCount-12m to estimate heading over the 12 months prior to MRI and lifetime concussion. T1-weighted 3D magnetization prepared rapid acquisition gradient echo (MP-RAGE) MRI was performed at 3 Tesla. Parcellation was performed using Freesurfer to extract regional gray and white matter volumes as well as regional cortical thickness and total intracranial volume. Regional cortical brain volumes were normalized by total intracranial volume. We categorized heading into quartiles and concussion as 0, 1 or 2 or more. Generalized linear regressions were used to test the association of heading or concussion with each brain morphometry metric, including age and sex, as covariates. Neither heading nor concussion were associated with reduced brain volume or cortical thickness. We observed that greater heading was associated with greater gray matter volume in the left inferior parietal area, which may reflect effects related to training.
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36
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Mondello S, Guedes VA, Lai C, Jeromin A, Bazarian JJ, Gill JM. Sex Differences in Circulating T-Tau Trajectories After Sports-Concussion and Correlation With Outcome. Front Neurol 2020; 11:651. [PMID: 32733367 PMCID: PMC7358531 DOI: 10.3389/fneur.2020.00651] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Accepted: 06/02/2020] [Indexed: 12/24/2022] Open
Abstract
Sex differences in molecular biomarkers after sports-related concussion (SRC) could steadily advance our understanding of injury heterogeneity and complexity, and help capture phenotypic characteristics, by unveiling sex-dependent pathobiological processes and disease mechanisms. Such knowledge will help improve diagnosis, clinical management, and prognosis. Total-tau (t-tau) has recently emerged as a promising blood marker showing sex-associated differences in neurodegenerative diseases. Nonetheless, to date, little is known about the potential influence of sex on its injury-related concentration and dynamics after SRC. We hypothesized that measurements of circulating levels of t-tau over time would reflect a differential vulnerability signature, providing insights into the sex-related phenotypes and their relationship with clinical outcomes. To test this hypothesis, plasma levels of t-tau were measured using an ultrasensitive immunoassay up to 7 days after injury, in 46 concussed athletes (20 males, 26 females). We used trajectory analysis to generate two distinct temporal profiles of t-tau, which were then compared with gender and return to play (RTP). The majority of subjects (~63%) started with low t-tau concentrations that further declined within the first 48 h; while the remaining (“maximal decliners”) started with concentrations comparable to the baseline levels that also fell over time, but persisting markedly higher compared with the first profile. The maximal decliner group was primarily composed of female subjects (p = 0.007) and was significantly associated with poor outcome (RTP ≥ 10 days after concussion) (p = 0.011). Taken together, our data provide evidence for the existence of sex-related biosignatures following sports-related concussions, possibly indicating a differential effect as a result of distinct brain vulnerability and inherent injury response. Future studies will be required to further elucidate underlying sex-based biological and pathophysiological mechanisms, and determine the value of t-tau signatures for management and therapeutic decision-making in sports-related concussions.
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Affiliation(s)
- Stefania Mondello
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
| | - Vivian A Guedes
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, United States
| | - Chen Lai
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, United States
| | | | - Jeffrey J Bazarian
- University of Rochester School of Medicine and Dentistry, Rochester, NY, United States
| | - Jessica M Gill
- Cohen Veterans Biosciences, Cambridge, MA, United States
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37
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Mohamed AZ, Corrigan F, Collins-Praino LE, Plummer SL, Soni N, Nasrallah FA. Evaluating spatiotemporal microstructural alterations following diffuse traumatic brain injury. Neuroimage Clin 2019; 25:102136. [PMID: 31865019 PMCID: PMC6931220 DOI: 10.1016/j.nicl.2019.102136] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Revised: 12/12/2019] [Accepted: 12/13/2019] [Indexed: 12/13/2022]
Abstract
BACKGROUND Diffuse traumatic brain injury (TBI) is known to lead to microstructural changes within both white and grey matter detected in vivo with diffusion tensor imaging (DTI). Numerous studies have shown alterations in fractional anisotropy (FA) and mean diffusivity (MD) within prominent white matter tracts, but few have linked these to changes within the grey matter with confirmation via histological assessment. This is especially important as alterations in the grey matter may be predictive of long-term functional deficits. METHODS A total of 33 male Sprague Dawley rats underwent severe closed-head TBI. Eight animals underwent tensor-based morphometry (TBM) and DTI at baseline (pre-TBI), 24 hours (24 h), 7, 14, and 30 days post-TBI. Immunohistochemical analysis for the detection of ionised calcium-binding adaptor molecule 1 (IBA1) to assess microglia number and percentage of activated cells, β-amyloid precursor protein (APP) as a marker of axonal injury, and myelin basic protein (MBP) to investigate myelination was performed at each time-point. RESULTS DTI showed significant alterations in FA and RD in numerous white matter tracts including the corpus callosum, internal and external capsule, and optic tract and in the grey-matter in the cortex, thalamus, and hippocampus, with the most significant effects observed at 14 D post-TBI. TBM confirmed volumetric changes within the hippocampus and thalamus. Changes in DTI were in line with significant axonal injury noted at 24 h post-injury via immunohistochemical analysis of APP, with widespread microglial activation seen within prominent white matter tracts and the grey matter, which persisted to 30 D within the hippocampus and thalamus. Microstructural alterations in MBP+ve fibres were also noted within the hippocampus and thalamus, as well as the cortex. CONCLUSION This study confirms the widespread effects of diffuse TBI on white matter tracts which could be detected via DTI and extends these findings to key grey matter regions, with a comprehensive investigation of the whole brain. In particular, the hippocampus and thalamus appear to be vulnerable to ongoing pathology post-TBI, with DTI able to detect these alterations supporting the clinical utility in evaluating these regions post-TBI.
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Affiliation(s)
- Abdalla Z Mohamed
- Queensland Brain Institute, The University of Queensland, Building 79, Upland Road, Saint Lucia, Brisbane, QLD 4072, Australia
| | - Frances Corrigan
- Head Injury Laboratory, Division of Health Sciences, University of South Australia, Adelaide, SA 5000, Australia
| | - Lyndsey E Collins-Praino
- Cognition, Aging and Neurodegenerative Disease Laboratory (CANDL), Adelaide Medical School, University of Adelaide, Adelaide, SA 5005, Australia
| | - Stephanie L Plummer
- Translational Neuropathology Laboratory, Adelaide Medical School, University of Adelaide, Adelaide, SA 5005, Australia
| | - Neha Soni
- Queensland Brain Institute, The University of Queensland, Building 79, Upland Road, Saint Lucia, Brisbane, QLD 4072, Australia
| | - Fatima A Nasrallah
- Queensland Brain Institute, The University of Queensland, Building 79, Upland Road, Saint Lucia, Brisbane, QLD 4072, Australia.
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38
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Hunter LE, Freudenberg-Hua Y, Davies P, Kim M, Fleysher R, Stewart WF, Lipton RB, Lipton ML. BDNF Val 66Met Positive Players Demonstrate Diffusion Tensor Imaging Consistent With Impaired Myelination Associated With High Levels of Soccer Heading: Indication of a Potential Gene-Environment Interaction Mechanism. Front Neurol 2019; 10:1297. [PMID: 31920921 PMCID: PMC6918922 DOI: 10.3389/fneur.2019.01297] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Accepted: 11/25/2019] [Indexed: 11/23/2022] Open
Abstract
The purpose of this study was to examine the potential effect modifying role of the BDNF Val66Met polymorphism on the association of soccer heading with white matter microstructure. We studied 312 players enrolled in the ongoing Einstein Soccer Study, a longitudinal study of amateur soccer player in New York City and surrounding areas. At enrollment and 2 years later, total heading in the prior 12 months (12-mo.) was estimated using an established self-report instrument and diffusion tensor imaging (DTI) was performed. Generalized Estimating Equations (GEE) logistic regression models were employed to test effect modification by the BDNF Val66Met polymorphism on the association between 12-mo. heading exposure and DTI. We identified a significant interaction of 12-mo heading*BDNF Val66Met genotype on the presence of low Radial Diffusivity, a DTI marker associated with myelination. Only Met (+) players demonstrated significantly reduced odds of low RD [OR (95 % CI): -2.36 (-3.53, -1.19)] associated with the highest vs. lowest quartile of 12-mo heading exposure. BDNF Val66Met (+) soccer players with long-term exposure to high levels of heading exhibit less low Radial Diffusivity, suggesting impaired re-myelination may be a substrate of the previously reported association between heading and poor functional outcomes in soccer players.
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Affiliation(s)
- Liane E. Hunter
- The Gruss Magnetic Resonance Research Center, Albert Einstein College of Medicine and Montefiore Medical Center, The Bronx, NY, United States
| | - Yun Freudenberg-Hua
- Division of Geriatric Psychiatry, Northwell Health, Glen Oaks, NY, United States
- Litwin-Zucker Center for the Study of Alzheimer's Disease, The Feinstein Institute for Medical Research, Northwell Health, Manhasset, NY, United States
| | - Peter Davies
- Division of Geriatric Psychiatry, Northwell Health, Glen Oaks, NY, United States
| | - Mimi Kim
- Department of Epidemiology & Population Health, Albert Einstein College of Medicine and Montefiore Medical Center, The Bronx, NY, United States
| | - Roman Fleysher
- The Gruss Magnetic Resonance Research Center, Albert Einstein College of Medicine and Montefiore Medical Center, The Bronx, NY, United States
- Department of Radiology, Albert Einstein College of Medicine and Montefiore Medical Center, The Bronx, NY, United States
| | | | - Richard B. Lipton
- Department of Epidemiology & Population Health, Albert Einstein College of Medicine and Montefiore Medical Center, The Bronx, NY, United States
- Department of Neurology, Albert Einstein College of Medicine and Montefiore Medical Center, The Bronx, NY, United States
- Department of Psychiatry & Behavioral Sciences, Albert Einstein College of Medicine and Montefiore Medical Center, The Bronx, NY, United States
| | - Michael L. Lipton
- The Gruss Magnetic Resonance Research Center, Albert Einstein College of Medicine and Montefiore Medical Center, The Bronx, NY, United States
- Department of Radiology, Albert Einstein College of Medicine and Montefiore Medical Center, The Bronx, NY, United States
- Department of Psychiatry & Behavioral Sciences, Albert Einstein College of Medicine and Montefiore Medical Center, The Bronx, NY, United States
- The Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine and Montefiore Medical Center, The Bronx, NY, United States
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Rahman A, Jackson H, Hristov H, Isaacson RS, Saif N, Shetty T, Etingin O, Henchcliffe C, Brinton RD, Mosconi L. Sex and Gender Driven Modifiers of Alzheimer's: The Role for Estrogenic Control Across Age, Race, Medical, and Lifestyle Risks. Front Aging Neurosci 2019; 11:315. [PMID: 31803046 PMCID: PMC6872493 DOI: 10.3389/fnagi.2019.00315] [Citation(s) in RCA: 110] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Accepted: 10/31/2019] [Indexed: 12/22/2022] Open
Abstract
Research indicates that after advanced age, the major risk factor for late-onset Alzheimer’s disease (AD) is female sex. Out of every three AD patients, two are females with postmenopausal women contributing to over 60% of all those affected. Sex- and gender-related differences in AD have been widely researched and several emerging lines of evidence point to different vulnerabilities that contribute to dementia risk. Among those being considered, it is becoming widely accepted that gonadal steroids contribute to the gender disparity in AD, as evidenced by the “estrogen hypothesis.” This posits that sex hormones, 17β-estradiol in particular, exert a neuroprotective effect by shielding females’ brains from disease development. This theory is further supported by recent findings that the onset of menopause is associated with the emergence of AD-related brain changes in women in contrast to men of the same age. In this review, we discuss genetic, medical, societal, and lifestyle risk factors known to increase AD risk differently between the genders, with a focus on the role of hormonal changes, particularly declines in 17β-estradiol during the menopause transition (MT) as key underlying mechanisms.
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Affiliation(s)
- Aneela Rahman
- Department of Neurology, Weill Cornell Medicine, Cornell University, New York, NY, United States
| | - Hande Jackson
- Department of Neurology, Weill Cornell Medicine, Cornell University, New York, NY, United States
| | - Hollie Hristov
- Department of Neurology, Weill Cornell Medicine, Cornell University, New York, NY, United States
| | - Richard S Isaacson
- Department of Neurology, Weill Cornell Medicine, Cornell University, New York, NY, United States
| | - Nabeel Saif
- Department of Neurology, Weill Cornell Medicine, Cornell University, New York, NY, United States
| | - Teena Shetty
- Concussion Clinic, Hospital for Special Surgery, New York, NY, United States
| | - Orli Etingin
- Department of Internal Medicine, Weill Cornell Medicine, Cornell University, New York, NY, United States
| | - Claire Henchcliffe
- Department of Neurology, Weill Cornell Medicine, Cornell University, New York, NY, United States
| | - Roberta Diaz Brinton
- Department of Pharmacology, College of Medicine, The University of Arizona, Tucson, AZ, United States.,Department of Neurology, College of Medicine, The University of Arizona, Tucson, AZ, United States
| | - Lisa Mosconi
- Department of Neurology, Weill Cornell Medicine, Cornell University, New York, NY, United States.,Department of Radiology, Weill Cornell Medicine, Cornell University, New York, NY, United States.,Department of Psychiatry, New York University School of Medicine, New York, NY, United States
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40
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Pedersen AV, Aksdal IM, Stalsberg R. Scaling Demands of Soccer According to Anthropometric and Physiological Sex Differences: A Fairer Comparison of Men's and Women's Soccer. Front Psychol 2019; 10:762. [PMID: 31024399 PMCID: PMC6465549 DOI: 10.3389/fpsyg.2019.00762] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Accepted: 03/19/2019] [Indexed: 12/22/2022] Open
Abstract
Spectators frequently harass female soccer players, and women’s soccer is frequently compared negatively to men’s soccer by writers who make the comparison without the backing of any data and without taking into account anthropometric and physiological differences between the sexes. This affects female soccer players’ self-confidence negatively and contributes to an undeservedly negative image of women’s soccer. In the present paper, we argue that most differences between men’s and women’s soccer can be explained by women having to adapt to rules and regulations that are suited for men and their physical attributes. Thus, games are much more demanding for women. Furthermore, we argue that if men had to play with a degree of adaptation similar to that which women do today, they would have to alter their style of play radically. As support for our argument, we scale game demands for male and female soccer players according to anthropometric and physiological differences in order to highlight the differences, and use these to predict what would be the most appropriate adaptations. Finally, we show that our predictions are largely supported by the scarce pool of comparable data across the sexes.
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Affiliation(s)
- Arve Vorland Pedersen
- Department of Neuromedicine and Movement Science, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Ingvild Merete Aksdal
- Department of Neuromedicine and Movement Science, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Ragna Stalsberg
- Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
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41
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Harriss A, Johnson AM, Walton DM, Dickey JP. Head impact magnitudes that occur from purposeful soccer heading depend on the game scenario and head impact location. Musculoskelet Sci Pract 2019; 40:53-57. [PMID: 30708266 DOI: 10.1016/j.msksp.2019.01.009] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Revised: 01/07/2019] [Accepted: 01/21/2019] [Indexed: 01/12/2023]
Abstract
PURPOSE This study quantified the linear and angular kinematics that result from purposeful heading during youth soccer games, and the influence of game scenario and head impact location on these magnitudes. METHOD This observational study recruited thirty-six female soccer players (13.4 ± 0.9 years old) from three elite youth soccer teams (U13, U14, U15) and followed for an entire soccer season. Players wore wireless sensors during each game to quantify head impact magnitudes. A total of 60 regular season games (20 games per team) were video recorded, and purposeful heading events were categorized by game scenario (e.g. throw in), and head impact location (e.g. front of head). RESULTS Game scenario had a statistically significant effect on the linear head acceleration, and rotational head velocity, that resulted from purposeful headers. Rotational velocity from purposeful headers varied significantly between head impact locations, with impacts to the top of the head (improper technique) resulting in larger peak rotational velocities than impacts to the front of the head (proper technique); this was also the case for the linear acceleration for punts. CONCLUSION Our findings suggest that the magnitude for both linear and angular head impact kinematics depend on the game scenario and head impact location. Headers performed with the top of the head (improper technique) result in larger rotational velocities compared to the front of the head (proper technique). Accordingly, youth players should be educated on how to execute proper heading technique to reduce head impact accelerations.
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Affiliation(s)
- Alexandra Harriss
- Health and Rehabilitation Sciences, The University of Western Ontario, London, Ontario, Canada
| | - Andrew M Johnson
- Health and Rehabilitation Sciences, The University of Western Ontario, London, Ontario, Canada; School of Health Studies, The University of Western Ontario, London, Ontario, Canada
| | - David M Walton
- School of Health Studies, The University of Western Ontario, London, Ontario, Canada; School of Physical Therapy, The University of Western Ontario, London, Ontario, Canada
| | - James P Dickey
- School of Kinesiology, The University of Western Ontario, London, Ontario, Canada.
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Pedersen AV, Stalsberg R. Differences in Soccer Heading Injuries between Male and Female Soccer Players May Be Due to Equal Ball Weight Causing Differences in Relative Impacts. Radiology 2019; 290:579-580. [PMID: 30620254 DOI: 10.1148/radiol.2018182384] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
| | - Ragna Stalsberg
- Department of Circulation and Medical Imaging, † Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, PO Box 8905, N-7491 Trondheim, Norway
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43
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Heading the ball in football: what do we tell our patients and why so long to action? Br J Gen Pract 2019; 69:25. [DOI: 10.3399/bjgp19x700493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
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44
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Wahlquist VE, Glutting JJ, Kaminski TW. Examining neurocognitive performance and heading in interscholastic female football players over their playing careers. SCI MED FOOTBALL 2018. [DOI: 10.1080/24733938.2018.1532104] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Affiliation(s)
- Victoria E. Wahlquist
- Department of Kinesiology and Applied Physiology, Athletic Training Research Lab, University of Delaware, Newark, DE, USA
| | | | - Thomas W. Kaminski
- Department of Kinesiology and Applied Physiology, Athletic Training Research Lab, University of Delaware, Newark, DE, USA
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