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Boltz AJ, Lempke LB, Syrydiuk RA, Duma S, Pasquina P, McAllister TW, McCrea M, Chandran A, Broglio SP. Association of Sport Helmet Status on Concussion Presentation and Recovery in Male Collegiate Student-Athletes. Ann Biomed Eng 2024; 52:2884-2896. [PMID: 38977528 DOI: 10.1007/s10439-024-03575-0] [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: 10/16/2023] [Accepted: 06/30/2024] [Indexed: 07/10/2024]
Abstract
Sporting helmets contain force attenuating materials which reduce traumatic head injury risk and may influence sport-related concussion (SRC) sequelae. The purpose of this study was to examine the association of sport helmet status with SRC-clinical presentation and recovery trajectories in men's collegiate athletes. Sport helmet status was based on the nature of sports being either helmeted/non-helmeted. 1070 SRCs in helmeted (HELM) sports (Men's-Football, Ice Hockey, and Lacrosse), and 399 SRCs in non-helmeted (NOHELM) sports (Men's-Basketball, Cheerleading, Cross Country/Track & Field, Diving, Gymnastics, Soccer, Swimming, Tennis, and Volleyball) were analyzed. Multivariable negative binomial regression models analyzed associations between sport helmet status and post-injury cognition, balance, and symptom severity, adjusting for covariate effects (SRC history, loss of consciousness, anterograde/retrograde amnesia, event type). Kaplan-Meier curves evaluated median days to: initiation of return to play (iRTP) protocol, and unrestricted RTP (URTP) by sport helmet status. Log-rank tests were used to evaluate differential iRTP/URTP between groups. Two independent multivariable Weibull accelerated failure time models were used to examine differential iRTP and URTP between groups, after adjusting for aforementioned covariates and symptom severity score. Overall, the median days to iRTP and URTP was 6.3 and 12.0, respectively, and was comparable across NOHELM- and HELM-SRCs. Post-injury symptom severity was lower (Score Ratio 0.90, 95%CI 0.82, 0.98), and cognitive test performance was higher (Score Ratio 1.03, 95%CI 1.02, 1.05) in NOHELM-compared to HELM-SRCs. Estimated time spent recovering to iRTP/URTP was comparable between sport helmet status groups. Findings suggest that the grouping of sports into helmeted and non-helmeted show slight differences in clinical presentation but not recovery.
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Affiliation(s)
- Adrian J Boltz
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA.
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA.
| | - Landon B Lempke
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Reid A Syrydiuk
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA
| | - Stefan Duma
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, USA
| | - Paul Pasquina
- Department of Physical Medicine and Rehabilitation, Uniformed Services University of the Health Sciences in Bethesda, Maryland, USA
| | - Thomas W McAllister
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Michael McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
- Department of Neurology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Avinash Chandran
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, IN, USA
| | - Steven P Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA
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2
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Allan D, Tooby J, Starling L, Tucker R, Falvey É, Salmon D, Brown J, Hudson S, Stokes K, Jones B, Kemp S, O'Halloran P, Cross M, Tierney G. The Incidence and Propensity of Head Acceleration Events in a Season of Men's and Women's English Elite-Level Club Rugby Union Matches. Sports Med 2024; 54:2685-2696. [PMID: 38922555 PMCID: PMC11467118 DOI: 10.1007/s40279-024-02064-7] [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] [Accepted: 06/03/2024] [Indexed: 06/27/2024]
Abstract
OBJECTIVES To describe and compare the incidence and propensity of head acceleration events (HAEs) using instrumented mouthguards (iMG) by playing position in a season of English elite-level men's and women's rugby union matches. METHODS iMG data were collected for 255 men and 133 women from 1,865 and 807 player-matches, respectively, and synchronised to video-coded match footage. Head peak resultant linear acceleration (PLA) and peak resultant angular acceleration (PAA) were extracted from each HAE. Mean incidence and propensity values were calculated across different recording thresholds for forwards and backs in addition to positional groups (front row, second row, back row, half backs, centres, back three) with 95% confidence intervals (CI) estimated. Significance was determined based on 95% CI not overlapping across recording thresholds. RESULTS For both men and women, HAE incidence was twice as high for forwards than backs across the majority of recording thresholds. HAE incidence and propensity were significantly lower in the women's game compared to the men's game. Back-row and front-row players had the highest incidence across all HAE thresholds for men's forwards, while women's forward positional groups and men's and women's back positional groups were similar. Tackles and carries exhibited a greater propensity to result in HAE for forward positional groups and the back three in the men's game, and back row in the women's game. CONCLUSION These data offer valuable benchmark and comparative data for future research, HAE mitigation strategies, and management of HAE exposure in elite rugby players. Positional-specific differences in HAE incidence and propensity should be considered in future mitigation strategies.
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Affiliation(s)
- David Allan
- Nanotechnology and Integrated Bioengineering Centre (NIBEC), School of Engineering, Ulster University, Belfast, UK.
- Sport and Exercise Sciences Research Institute, Ulster University, Belfast, UK.
| | - James Tooby
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
| | - Lindsay Starling
- World Rugby, 8-10 Pembroke St., Dublin, Ireland
- UK Collaborating Centre on Injury and Illness Prevention in Sport (UKCCIIS), University of Bath, Bath, UK
| | - Ross Tucker
- World Rugby, 8-10 Pembroke St., Dublin, Ireland
- Institute of Sport and Exercise Medicine, Stellenbosch University, Stellenbosch, South Africa
| | - Éanna Falvey
- World Rugby, 8-10 Pembroke St., Dublin, Ireland
- School of Medicine and Health, University College Cork, Cork, Ireland
| | | | - James Brown
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
- Institute of Sport and Exercise Medicine, Stellenbosch University, Stellenbosch, South Africa
| | - Sam Hudson
- UK Collaborating Centre on Injury and Illness Prevention in Sport (UKCCIIS), University of Bath, Bath, UK
| | - Keith Stokes
- UK Collaborating Centre on Injury and Illness Prevention in Sport (UKCCIIS), University of Bath, Bath, UK
- Rugby Football Union, Twickenham, UK
| | - Ben Jones
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
- Premiership Rugby, London, UK
- England Performance Unit, Rugby Football League, Manchester, UK
- School of Behavioural and Health Sciences, Faculty of Health Sciences, Australian Catholic University, Brisbane, QLD, Australia
- Division of Physiological Sciences and Health Through Physical Activity, Lifestyle and Sport Research Centre, Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Simon Kemp
- Rugby Football Union, Twickenham, UK
- London School of Hygiene and Tropical Medicine, London, UK
| | - Patrick O'Halloran
- Sport and Exercise Medicine Service, University Hospitals Birmingham, Birmingham, UK
- Marker Diagnostics UK Ltd, Birmingham, UK
| | - Matt Cross
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
- Premiership Rugby, London, UK
| | - Gregory Tierney
- Nanotechnology and Integrated Bioengineering Centre (NIBEC), School of Engineering, Ulster University, Belfast, UK
- Sport and Exercise Sciences Research Institute, Ulster University, Belfast, UK
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Tooby J, Till K, Gardner A, Stokes K, Tierney G, Weaving D, Rowson S, Ghajari M, Emery C, Bussey MD, Jones B. When to Pull the Trigger: Conceptual Considerations for Approximating Head Acceleration Events Using Instrumented Mouthguards. Sports Med 2024; 54:1361-1369. [PMID: 38460080 PMCID: PMC11239719 DOI: 10.1007/s40279-024-02012-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/24/2024] [Indexed: 03/11/2024]
Abstract
Head acceleration events (HAEs) are acceleration responses of the head following external short-duration collisions. The potential risk of brain injury from a single high-magnitude HAE or repeated occurrences makes them a significant concern in sport. Instrumented mouthguards (iMGs) can approximate HAEs. The distinction between sensor acceleration events, the iMG datum for approximating HAEs and HAEs themselves, which have been defined as the in vivo event, is made to highlight limitations of approximating HAEs using iMGs. This article explores the technical limitations of iMGs that constrain the approximation of HAEs and discusses important conceptual considerations for stakeholders interpreting iMG data. The approximation of HAEs by sensor acceleration events is constrained by false positives and false negatives. False positives occur when a sensor acceleration event is recorded despite no (in vivo) HAE occurring, while false negatives occur when a sensor acceleration event is not recorded after an (in vivo) HAE has occurred. Various mechanisms contribute to false positives and false negatives. Video verification and post-processing algorithms offer effective means for eradicating most false positives, but mitigation for false negatives is less comprehensive. Consequently, current iMG research is likely to underestimate HAE exposures, especially at lower magnitudes. Future research should aim to mitigate false negatives, while current iMG datasets should be interpreted with consideration for false negatives when inferring athlete HAE exposure.
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Affiliation(s)
- James Tooby
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK.
| | - Kevin Till
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
- Leeds Rhinos Rugby League Club, Leeds, UK
| | - Andrew Gardner
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
- Sydney School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, Australia
| | - Keith Stokes
- Centre for Health and Injury and Illness Prevention in Sport, University of Bath, Bath, UK
- Medical Services, Rugby Football Union, Twickenham, UK
| | - Gregory Tierney
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
- Sport and Exercise Sciences Research Institute, School of Sport, Ulster University, Belfast, UK
| | - Daniel Weaving
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
| | - Steve Rowson
- Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, USA
- Leeds Beckett University, Leeds, UK
| | - Mazdak Ghajari
- Dyson School of Design Engineering, Imperial College London, London, UK
| | - Carolyn Emery
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
- Departments of Pediatrics and Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Melanie Dawn Bussey
- School of Physical Education Sport and Exercise Sciences, University of Otago, Dunedin, New Zealand
| | - Ben Jones
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
- Division of Physiological Sciences, Department of Human Biology, Faculty of Health Sciences, University of Cape Town and Sports Science Institute of South Africa, Cape Town, South Africa
- School of Behavioural and Health Sciences, Faculty of Health Sciences, Australian Catholic University, Brisbane, QLD, Australia
- Rugby Football League, England Performance Unit, Red Hall, Leeds, UK
- Premiership Rugby, London, UK
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Song H, Tomasevich A, Paolini A, Browne KD, Wofford KL, Kelley B, Kantemneni E, Kennedy J, Qiu Y, Schneider ALC, Dolle JP, Cullen DK, Smith DH. Sex differences in the extent of acute axonal pathologies after experimental concussion. Acta Neuropathol 2024; 147:79. [PMID: 38705966 PMCID: PMC11070329 DOI: 10.1007/s00401-024-02735-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Revised: 04/16/2024] [Accepted: 04/17/2024] [Indexed: 05/07/2024]
Abstract
Although human females appear be at a higher risk of concussion and suffer worse outcomes than males, underlying mechanisms remain unclear. With increasing recognition that damage to white matter axons is a key pathologic substrate of concussion, we used a clinically relevant swine model of concussion to explore potential sex differences in the extent of axonal pathologies. At 24 h post-injury, female swine displayed a greater number of swollen axonal profiles and more widespread loss of axonal sodium channels than males. Axon degeneration for both sexes appeared to be related to individual axon architecture, reflected by a selective loss of small caliber axons after concussion. However, female brains had a higher percentage of small caliber axons, leading to more extensive axon loss after injury compared to males. Accordingly, sexual dimorphism in axonal size is associated with more extensive axonal pathology in females after concussion, which may contribute to worse outcomes.
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Affiliation(s)
- Hailong Song
- Department of Neurosurgery, Center for Brain Injury and Repair, University of Pennsylvania, 3320 Smith Walk, 105 Hayden Hall, Philadelphia, PA, 19104, USA
| | - Alexandra Tomasevich
- Department of Neurosurgery, Center for Brain Injury and Repair, University of Pennsylvania, 3320 Smith Walk, 105 Hayden Hall, Philadelphia, PA, 19104, USA
| | - Andrew Paolini
- Department of Neurosurgery, Center for Brain Injury and Repair, University of Pennsylvania, 3320 Smith Walk, 105 Hayden Hall, Philadelphia, PA, 19104, USA
| | - Kevin D Browne
- Department of Neurosurgery, Center for Brain Injury and Repair, University of Pennsylvania, 3320 Smith Walk, 105 Hayden Hall, Philadelphia, PA, 19104, USA
- Center for Neurotrauma, Neurodegeneration and Restoration, Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, PA, 19104, USA
| | - Kathryn L Wofford
- Department of Neurosurgery, Center for Brain Injury and Repair, University of Pennsylvania, 3320 Smith Walk, 105 Hayden Hall, Philadelphia, PA, 19104, USA
- Center for Neurotrauma, Neurodegeneration and Restoration, Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, PA, 19104, USA
| | - Brian Kelley
- Department of Neurosurgery, Center for Brain Injury and Repair, University of Pennsylvania, 3320 Smith Walk, 105 Hayden Hall, Philadelphia, PA, 19104, USA
| | - Eashwar Kantemneni
- Department of Neurosurgery, Center for Brain Injury and Repair, University of Pennsylvania, 3320 Smith Walk, 105 Hayden Hall, Philadelphia, PA, 19104, USA
| | - Justin Kennedy
- Department of Neurosurgery, Center for Brain Injury and Repair, University of Pennsylvania, 3320 Smith Walk, 105 Hayden Hall, Philadelphia, PA, 19104, USA
| | - Yue Qiu
- Department of Neurosurgery, Center for Brain Injury and Repair, University of Pennsylvania, 3320 Smith Walk, 105 Hayden Hall, Philadelphia, PA, 19104, USA
| | - Andrea L C Schneider
- Department of Neurology, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Epidemiology, Biostatistics, and Informatics, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Jean-Pierre Dolle
- Department of Neurosurgery, Center for Brain Injury and Repair, University of Pennsylvania, 3320 Smith Walk, 105 Hayden Hall, Philadelphia, PA, 19104, USA
| | - D Kacy Cullen
- Department of Neurosurgery, Center for Brain Injury and Repair, University of Pennsylvania, 3320 Smith Walk, 105 Hayden Hall, Philadelphia, PA, 19104, USA
- Center for Neurotrauma, Neurodegeneration and Restoration, Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, PA, 19104, USA
- Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Douglas H Smith
- Department of Neurosurgery, Center for Brain Injury and Repair, University of Pennsylvania, 3320 Smith Walk, 105 Hayden Hall, Philadelphia, PA, 19104, USA.
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5
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Tooby J, Woodward J, Tucker R, Jones B, Falvey É, Salmon D, Bussey MD, Starling L, Tierney G. Instrumented Mouthguards in Elite-Level Men's and Women's Rugby Union: The Incidence and Propensity of Head Acceleration Events in Matches. Sports Med 2024; 54:1327-1338. [PMID: 37906425 PMCID: PMC11127838 DOI: 10.1007/s40279-023-01953-7] [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] [Accepted: 10/09/2023] [Indexed: 11/02/2023]
Abstract
OBJECTIVES The aim of this study was to examine head acceleration event (HAE) propensity and incidence during elite-level men's and women's rugby union matches. METHODS Instrumented mouthguards (iMGs) were fitted in 92 male and 72 female players from nine elite-level clubs and three international teams. Data were collected during 406 player matches (239 male, 167 female) using iMGs and video analysis. Incidence was calculated as the number of HAEs per player hour and propensity as the proportion of contact events resulting in an HAE at a range of linear and angular thresholds. RESULTS HAE incidence above 10 g was 22.7 and 13.2 per hour in men's forwards and backs and 11.8 and 7.2 per hour in women's forwards and backs, respectively. Propensity varied by contact event, with 35.6% and 35.4% of men's tackles and carries and 23.1% and 19.6% of women's tackles and carries producing HAEs above 1.0 krad/s2. Tackles produced significantly more HAEs than carries, and incidence was greater in forwards compared with backs for both sexes and in men compared with women. Women's forwards were 1.6 times more likely to experience a medium-magnitude HAE from a carry than women's backs. Propensity was similar from tackles and carries, and between positional groups, while significantly higher in men than women. The initial collision stage of the tackle had a higher propensity than other stages. CONCLUSION This study quantifies HAE exposures in elite rugby union players using iMGs. Most contact events in rugby union resulted in lower-magnitude HAEs, while higher-magnitude HAEs were comparatively rare. An HAE above 40 g occurred once every 60-100 min in men and 200-300 min in women. Future research on mechanisms for HAEs may inform strategies aimed at reducing HAEs.
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Affiliation(s)
- James Tooby
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
| | - James Woodward
- Sport and Exercise Sciences Research Institute, Ulster University, Belfast, UK
| | - Ross Tucker
- Department of Sport Science, Institute of Sport and Exercise Medicine, University of Stellenbosch, Stellenbosch, South Africa
- World Rugby, 8-10 Pembroke St., Dublin, Ireland
| | - Ben Jones
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
- Division of Physiological Sciences and Health Through Physical Activity, Department of Human Biology, Faculty of Health Sciences, Lifestyle and Sport Research Centre, University of Cape Town, Cape Town, South Africa
- England Performance Unit, Rugby Football League, Manchester, UK
- Premiership Rugby, London, UK
- Faculty of Health Sciences, School of Behavioural and Health Sciences, Australian Catholic University, Brisbane, QLD, Australia
| | - Éanna Falvey
- World Rugby, 8-10 Pembroke St., Dublin, Ireland
- School of Medicine & Health, University College Cork, Cork, Ireland
| | - Danielle Salmon
- World Rugby, 8-10 Pembroke St., Dublin, Ireland
- New Zealand Rugby, Auckland, New Zealand
| | - Melanie Dawn Bussey
- School of Physical Education Sport and Exercise Sciences, University of Otago, Dunedin, New Zealand
| | | | - Gregory Tierney
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK.
- Sport and Exercise Sciences Research Institute, Ulster University, Belfast, UK.
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Zuleger TM, Slutsky-Ganesh AB, Grooms DR, Yuan W, Barber Foss KD, Howell DR, Myer GD, Diekfuss JA. High magnitude exposure to repetitive head impacts alters female adolescent brain activity for lower extremity motor control. Brain Res 2024; 1828:148785. [PMID: 38272157 PMCID: PMC11110884 DOI: 10.1016/j.brainres.2024.148785] [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: 10/27/2023] [Revised: 01/14/2024] [Accepted: 01/19/2024] [Indexed: 01/27/2024]
Abstract
Contact and collision sport participation among adolescent athletes has raised concerns about the potential negative effects of cumulative repetitive head impacts (RHIs) on brain function. Impairments from RHIs and sports-related concussions (SRC) may propagate into lingering neuromuscular control. However, the neural mechanisms that link RHIs to altered motor control processes remain unknown. The purpose of this study was to isolate changes in neural activity for a lower extremity motor control task associated with the frequency and magnitude of RHI exposure. A cohort of fifteen high school female soccer players participated in a prospective longitudinal study and underwent pre- and post-season functional magnetic resonance imaging (fMRI). During fMRI, athletes completed simultaneous bilateral ankle, knee, and hip flexion/extension movements against resistance (bilateral leg press) to characterize neural activity associated with lower extremity motor control. RHI data were binned into continuous categories between 20 g - 120 g (defined by progressively greater intervals), with the number of impacts independently modeled within the fMRI analyses. Results revealed that differential exposure to high magnitude RHIs (≥90 g - < 110 g and ≥ 110 g) was associated with acute changes in neural activity for the bilateral leg press (broadly inclusive of motor, visual, and cognitive regions; all p < 0.05 & z > 3.1). Greater exposure to high magnitude RHIs may impair lower extremity motor control through maladaptive neural mechanisms. Future work is warranted to extend these mechanistic findings and examine the linkages between RHI exposure and neural activity as it relates to subsequent neuromuscular control deficits.
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Affiliation(s)
- Taylor M Zuleger
- Emory Sports Performance And Research Center (SPARC), Flowery Branch, GA, USA; Emory Sports Medicine Center, Atlanta, GA, USA; Department of Orthopaedics, Emory University School of Medicine, Atlanta, GA, USA; University of Cincinnati, Neuroscience Graduate Program, Cincinnati, OH, USA.
| | - Alexis B Slutsky-Ganesh
- Emory Sports Performance And Research Center (SPARC), Flowery Branch, GA, USA; Emory Sports Medicine Center, Atlanta, GA, USA; Department of Orthopaedics, Emory University School of Medicine, Atlanta, GA, USA; Department of Kinesiology, University of North Carolina at Greensboro, Greensboro, NC, USA
| | - Dustin R Grooms
- Ohio Musculoskeletal & Neurological Institute, Ohio University, Athens, OH, USA; Division of Athletic Training, School of Applied Health Sciences and Wellness, College of Health Sciences and Professions, Ohio University, Athens, OH, USA; Division of Physical Therapy, School of Rehabilitation and Communication Sciences, College of Health Science and Professions, Ohio University, Grover Center, Athens, OH, USA
| | - Weihong Yuan
- Pediatric Neuroimaging Research Consortium, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; College of Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Kim D Barber Foss
- Emory Sports Performance And Research Center (SPARC), Flowery Branch, GA, USA; Emory Sports Medicine Center, Atlanta, GA, USA; Department of Orthopaedics, Emory University School of Medicine, Atlanta, GA, USA
| | - David R Howell
- Sports Medicine Center, Children's Hospital Colorado, Aurora, CO, USA; Department of Orthopaedics, University of Colorado School of Medicine, Aurora, CO, USA
| | - Gregory D Myer
- Emory Sports Performance And Research Center (SPARC), Flowery Branch, GA, USA; Emory Sports Medicine Center, Atlanta, GA, USA; Department of Orthopaedics, Emory University School of Medicine, Atlanta, GA, USA; Youth Physical Development Centre, Cardiff Metropolitan University, Wales, UK; The Micheli Center for Sports Injury Prevention, Waltham, MA, USA
| | - Jed A Diekfuss
- Emory Sports Performance And Research Center (SPARC), Flowery Branch, GA, USA; Emory Sports Medicine Center, Atlanta, GA, USA; Department of Orthopaedics, Emory University School of Medicine, Atlanta, GA, USA.
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Jones CMA, Kamintsky L, Parker E, Kureshi N, Audas L, Wilson L, Champagne AA, Boulanger MM, DiStefano V, Fenerty L, Bowen C, Beyea S, Atkinson C, Clarke DB, Friedman A. Blood-Brain Barrier Dysfunction and Exposure to Head Impacts in University Football Players. Clin J Sport Med 2024; 34:61-68. [PMID: 37285595 DOI: 10.1097/jsm.0000000000001164] [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: 12/23/2022] [Accepted: 04/21/2023] [Indexed: 06/09/2023]
Abstract
OBJECTIVE To investigate the link between dysfunction of the blood-brain barrier (BBB) and exposure to head impacts in concussed football athletes. DESIGN This was a prospective, observational pilot study. SETTING Canadian university football. PARTICIPANTS The study population consisted of 60 university football players, aged 18 to 25. Athletes who sustained a clinically diagnosed concussion over the course of a single football season were invited to undergo an assessment of BBB leakage. INDEPENDENT VARIABLES Head impacts detected using impact-sensing helmets were the measured variables. MAIN OUTCOME MEASURES Clinical diagnosis of concussion and BBB leakage assessed using dynamic contrast-enhanced MRI (DCE-MRI) within 1 week of concussion were the outcome measures. RESULTS Eight athletes were diagnosed with a concussion throughout the season. These athletes sustained a significantly higher number of head impacts than nonconcussed athletes. Athletes playing in the defensive back position were significantly more likely to sustain a concussion than remain concussion free. Five of the concussed athletes underwent an assessment of BBB leakage. Logistic regression analysis indicated that region-specific BBB leakage in these 5 athletes was best predicted by impacts sustained in all games and practices leading up to the concussion-as opposed to the last preconcussion impact or the impacts sustained during the game when concussion occurred. CONCLUSIONS These preliminary findings raise the potential for the hypothesis that repeated exposure to head impacts may contribute to the development of BBB pathology. Further research is needed to validate this hypothesis and to test whether BBB pathology plays a role in the sequela of repeated head trauma.
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Affiliation(s)
- Casey M A Jones
- Faculty of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Lyna Kamintsky
- Department of Medical Neuroscience, Faculty of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Ellen Parker
- Faculty of Medicine, Dalhousie University, Halifax, NS, Canada
- Department of Medical Neuroscience, Faculty of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Nelofar Kureshi
- Division of Neurosurgery, Dalhousie University QEII Health Sciences Centre, Nova Scotia Health Authority, Halifax, NS, Canada
| | - Lorelei Audas
- Division of Neurosurgery, Dalhousie University QEII Health Sciences Centre, Nova Scotia Health Authority, Halifax, NS, Canada
| | | | | | | | - Vincent DiStefano
- School of Applied Child Psychology, McGill University, Montréal, QC, Canada
| | - Lynne Fenerty
- Division of Neurosurgery, Dalhousie University QEII Health Sciences Centre, Nova Scotia Health Authority, Halifax, NS, Canada
| | - Chris Bowen
- Biomedical Translational Imaging Centre (BIOTIC), Queen Elizabeth II Health Sciences Centre, Halifax, NS, Canada
- Diagnostic Radiology, Dalhousie University, Halifax, NS, Canada
| | - Steven Beyea
- Biomedical Translational Imaging Centre (BIOTIC), Queen Elizabeth II Health Sciences Centre, Halifax, NS, Canada
- Diagnostic Radiology, Dalhousie University, Halifax, NS, Canada
| | - Christina Atkinson
- Department of Family Medicine, Faculty of Medicine, Dalhousie University, Halifax, NS, Canada; and
| | - David B Clarke
- Department of Medical Neuroscience, Faculty of Medicine, Dalhousie University, Halifax, NS, Canada
- Division of Neurosurgery, Dalhousie University QEII Health Sciences Centre, Nova Scotia Health Authority, Halifax, NS, Canada
| | - Alon Friedman
- Department of Medical Neuroscience, Faculty of Medicine, Dalhousie University, Halifax, NS, Canada
- Departments of Cognitive and Brain Sciences, Physiology and Cell Biology, Ben-Gurion University of the Negev, Beer Sheva, Israel
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8
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Smoliga JM, Deshpande SK, Binney ZO. Interaction of Surface Type, Temperature, and Week of Season on Concussion Risk in the National Football League: A Bayesian Analysis. Epidemiology 2023; 34:807-816. [PMID: 37732833 DOI: 10.1097/ede.0000000000001657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]
Abstract
BACKGROUND Artificial turf fields and environmental conditions may influence sports concussion risk, but existing research is limited by uncontrolled confounding factors, limited sample size, and the assumption that risk factors are independent of one another. The purpose of this study was to examine how playing surface, time of season, and game temperature relate to diagnosed concussion risk in the National Football League (NFL). METHODS This retrospective cohort study examined data from the 2012 to the 2019 NFL regular season. We fit Bayesian negative binomial regression models to relate how playing surface, game temperature, and week of the season independently related to diagnosed concussion risk and any interactions among these factors. RESULTS We identified 1096 diagnosed concussions in 1830 games. There was a >99% probability that concussion risk was reduced on grass surface (median incidence rate ratio [IRR] = 0.78 [95% credible interval: 0.68, 0.89]), >99% probability that concussion risk was lower at higher temperatures (IRR = 0.85 [0.76,0.95] for each 7.9 °C), and >91% probability that concussion risk increased with each week of the season (IRR = 1.02 [1.00,1.04]). There was an >84% probability for a surface × temperature interaction (IRR = 1.01 [0.96, 1.28]) and >75% probability for a surface × week interaction (IRR = 1.02 [0.99, 1.05]). CONCLUSIONS Diagnosed concussion risk is increased on artificial turf compared with natural grass, and this is exacerbated in cold weather and, independently, later in the season. The complex interplay between these factors necessitates accounting for multiple factors and their interactions when investigating sports injury risk factors and devising mitigation methods.
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Affiliation(s)
- James M Smoliga
- From the Department of Physical Therapy, One University Parkway, High Point University, High Point, NC
- Doctor of Physical Therapy Program (Seattle), Tufts University School of Medicine, Boston, MA
| | - Sameer K Deshpande
- Department of Statistics, University of Wisconsin, 7225B Medical Sciences Center, Madison, WI
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9
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Laskowitz DT, Van Wyck DW. ApoE Mimetic Peptides as Therapy for Traumatic Brain Injury. Neurotherapeutics 2023; 20:1496-1507. [PMID: 37592168 PMCID: PMC10684461 DOI: 10.1007/s13311-023-01413-0] [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] [Accepted: 07/17/2023] [Indexed: 08/19/2023] Open
Abstract
The lack of targeted therapies for traumatic brain injury (TBI) remains a compelling clinical unmet need. Although knowledge of the pathophysiologic cascades involved in TBI has expanded rapidly, the development of novel pharmacological therapies has remained largely stagnant. Difficulties in creating animal models that recapitulate the different facets of clinical TBI pathology and flaws in the design of clinical trials have contributed to the ongoing failures in neuroprotective drug development. Furthermore, multiple pathophysiological mechanisms initiated early after TBI that progress in the subacute and chronic setting may limit the potential of traditional approaches that target a specific cellular pathway for acute therapeutic intervention. We describe a reverse translational approach that focuses on translating endogenous mechanisms known to influence outcomes after TBI to develop druggable targets. In particular, numerous clinical observations have demonstrated an association between apolipoprotein E (apoE) polymorphism and functional recovery after brain injury. ApoE has been shown to mitigate the response to acute brain injury by exerting immunomodulatory properties that reduce secondary tissue injury as well as protecting neurons from excitotoxicity. CN-105 represents an apoE mimetic peptide that can effectively penetrate the CNS compartment and retains the neuroprotective properties of the intact protein.
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Affiliation(s)
- Daniel T Laskowitz
- Department of Neurology, Duke University School of Medicine, Durham, NC, 27710, USA
- Department of Neurobiology, Duke University School of Medicine, Durham, NC, 27710, USA
- AegisCN LLC, 701 W Main Street, Durham, NC, 27701, USA
| | - David W Van Wyck
- Department of Neurology, Duke University School of Medicine, Durham, NC, 27710, USA.
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10
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Jones CM, Austin K, Augustus SN, Nicholas KJ, Yu X, Baker C, Chan EYK, Loosemore M, Ghajari M. An Instrumented Mouthguard for Real-Time Measurement of Head Kinematics under a Large Range of Sport Specific Accelerations. SENSORS (BASEL, SWITZERLAND) 2023; 23:7068. [PMID: 37631606 PMCID: PMC10457941 DOI: 10.3390/s23167068] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 07/31/2023] [Accepted: 08/07/2023] [Indexed: 08/27/2023]
Abstract
BACKGROUND Head impacts in sports can produce brain injuries. The accurate quantification of head kinematics through instrumented mouthguards (iMG) can help identify underlying brain motion during injurious impacts. The aim of the current study is to assess the validity of an iMG across a large range of linear and rotational accelerations to allow for on-field head impact monitoring. METHODS Drop tests of an instrumented helmeted anthropometric testing device (ATD) were performed across a range of impact magnitudes and locations, with iMG measures collected concurrently. ATD and iMG kinematics were also fed forward to high-fidelity brain models to predict maximal principal strain. RESULTS The impacts produced a wide range of head kinematics (16-171 g, 1330-10,164 rad/s2 and 11.3-41.5 rad/s) and durations (6-18 ms), representing impacts in rugby and boxing. Comparison of the peak values across ATD and iMG indicated high levels of agreement, with a total concordance correlation coefficient of 0.97 for peak impact kinematics and 0.97 for predicted brain strain. We also found good agreement between iMG and ATD measured time-series kinematic data, with the highest normalized root mean squared error for rotational velocity (5.47 ± 2.61%) and the lowest for rotational acceleration (1.24 ± 0.86%). Our results confirm that the iMG can reliably measure laboratory-based head kinematics under a large range of accelerations and is suitable for future on-field validity assessments.
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Affiliation(s)
- Chris M. Jones
- Sports and Wellbeing Analytics, Swansea SA7 0AJ, UK; (K.A.)
- Institute of Sport and Exercise Health (ISEH), Division Surgery Interventional Science, University College London, London W1T 7HA, UK
| | - Kieran Austin
- Sports and Wellbeing Analytics, Swansea SA7 0AJ, UK; (K.A.)
- Institute of Sport, Nursing and Allied Health, University of Chichester, Chichester PO19 6PE, UK
| | - Simon N. Augustus
- Department of Applied and Human Sciences, Kingston University London, London KT1 2EE, UK
| | | | - Xiancheng Yu
- HEAD Lab, Dyson School of Design Engineering, Imperial College London, South Kensington Campus, London SW7 2AZ, UK; (X.Y.)
| | - Claire Baker
- HEAD Lab, Dyson School of Design Engineering, Imperial College London, South Kensington Campus, London SW7 2AZ, UK; (X.Y.)
| | - Emily Yik Kwan Chan
- HEAD Lab, Dyson School of Design Engineering, Imperial College London, South Kensington Campus, London SW7 2AZ, UK; (X.Y.)
| | - Mike Loosemore
- Institute of Sport and Exercise Health (ISEH), Division Surgery Interventional Science, University College London, London W1T 7HA, UK
- English Institute of Sport, Manchester M11 3BS, UK
| | - Mazdak Ghajari
- HEAD Lab, Dyson School of Design Engineering, Imperial College London, South Kensington Campus, London SW7 2AZ, UK; (X.Y.)
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11
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Sundaram V, Sundar V, Pearce AJ. Biomechanical characteristics of concussive and sub-concussive impacts in youth sports athletes: A systematic review and meta-analysis. J Sports Sci 2023:1-15. [PMID: 37393593 DOI: 10.1080/02640414.2023.2231317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 06/21/2023] [Indexed: 07/04/2023]
Abstract
This study aimed to quantitatively investigate and report the biomechanical characteristics of concussive and sub-concussive impacts in youth sports. A systematic search was conducted in September 2022 to identify biomechanical impact studies in athletes ≤18 years of age. Twenty-six studies met the inclusion criteria for quantitative synthesis and analysis. DerSimonian Laird random effects model was used to pool data across the included studies. The pooled estimate of mean peak linear and rotational acceleration of concussive impacts in male youth athletes was 85.56 g (95% CI 69.34-101.79) and 4505.58 rad/s2 (95% CI 2870.28-6140.98), respectively. The pooled estimate of mean peak linear and rotational acceleration of sub-concussive impacts in youth athletes was 22.89 g (95% CI 20.69-25.08) and 1290.13 rad/s2 (95% CI 1050.71-1529.55), respectively. A male vs female analysis in sub-concussive impacts revealed higher linear and rotational acceleration in males and females, respectively. This is the first study to report on impact data in both sexes of youth athletes. Disparity in kinematic impact values suggests future research should aim for standardised measures to reduce heterogeneity in data. Despite this, the data reveals notable impact data that youth athletes are exposed to, suggesting modifications may be required to reduce long-term neurological risks.
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Affiliation(s)
- Vasanth Sundaram
- Department of Sports Biomechanics and Kinesiology, Tamil Nadu Physical Education and Sports University, Chennai, India
| | - Viswanath Sundar
- Physical Education and Sports Science, Visva-Bharati University, West Bengal, India
| | - Alan J Pearce
- College of Science, Health, and Engineering, La Trobe University, Bundoora, Melbourne, Australia
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12
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Echemendia RJ, Burma JS, Bruce JM, Davis GA, Giza CC, Guskiewicz KM, Naidu D, Black AM, Broglio S, Kemp S, Patricios JS, Putukian M, Zemek R, Arango-Lasprilla JC, Bailey CM, Brett BL, Didehbani N, Gioia G, Herring SA, Howell D, Master CL, Valovich McLeod TC, Meehan WP, Premji Z, Salmon D, van Ierssel J, Bhathela N, Makdissi M, Walton SR, Kissick J, Pardini J, Schneider KJ. Acute evaluation of sport-related concussion and implications for the Sport Concussion Assessment Tool (SCAT6) for adults, adolescents and children: a systematic review. Br J Sports Med 2023; 57:722-735. [PMID: 37316213 DOI: 10.1136/bjsports-2022-106661] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/25/2023] [Indexed: 06/16/2023]
Abstract
OBJECTIVES To systematically review the scientific literature regarding the acute assessment of sport-related concussion (SRC) and provide recommendations for improving the Sport Concussion Assessment Tool (SCAT6). DATA SOURCES Systematic searches of seven databases from 2001 to 2022 using key words and controlled vocabulary relevant to concussion, sports, SCAT, and acute evaluation. ELIGIBILITY CRITERIA (1) Original research articles, cohort studies, case-control studies, and case series with a sample of >10; (2) ≥80% SRC; and (3) studies using a screening tool/technology to assess SRC acutely (<7 days), and/or studies containing psychometric/normative data for common tools used to assess SRC. DATA EXTRACTION Separate reviews were conducted involving six subdomains: Cognition, Balance/Postural Stability, Oculomotor/Cervical/Vestibular, Emerging Technologies, and Neurological Examination/Autonomic Dysfunction. Paediatric/Child studies were included in each subdomain. Risk of Bias and study quality were rated by coauthors using a modified SIGN (Scottish Intercollegiate Guidelines Network) tool. RESULTS Out of 12 192 articles screened, 612 were included (189 normative data and 423 SRC assessment studies). Of these, 183 focused on cognition, 126 balance/postural stability, 76 oculomotor/cervical/vestibular, 142 emerging technologies, 13 neurological examination/autonomic dysfunction, and 23 paediatric/child SCAT. The SCAT discriminates between concussed and non-concussed athletes within 72 hours of injury with diminishing utility up to 7 days post injury. Ceiling effects were apparent on the 5-word list learning and concentration subtests. More challenging tests, including the 10-word list, were recommended. Test-retest data revealed limitations in temporal stability. Studies primarily originated in North America with scant data on children. CONCLUSION Support exists for using the SCAT within the acute phase of injury. Maximal utility occurs within the first 72 hours and then diminishes up to 7 days after injury. The SCAT has limited utility as a return to play tool beyond 7 days. Empirical data are limited in pre-adolescents, women, sport type, geographical and culturally diverse populations and para athletes. PROSPERO REGISTRATION NUMBER CRD42020154787.
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Affiliation(s)
- Ruben J Echemendia
- Concussion Care Clinic, University Orthopedics, State College, Pennsylvania, USA
- University of Missouri Kansas City, Kansas City, Missouri, USA
| | - Joel S Burma
- Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Jared M Bruce
- Biomedical and Health Informatics, University of Missouri - Kansas City, Kansas City, Missouri, USA
| | - Gavin A Davis
- Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Cabrini Health, Malvern, Victoria, Australia
| | - Christopher C Giza
- Neurosurgery, UCLA Steve Tisch BrainSPORT Program, Los Angeles, California, USA
- Pediatrics/Pediatric Neurology, Mattel Children's Hospital UCLA, Los Angeles, California, USA
| | - Kevin M Guskiewicz
- Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Dhiren Naidu
- Medicine, University of Alberta, Edmonton, Alberta, Canada
| | | | - Steven Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, Michigan, USA
| | - Simon Kemp
- Sports Medicine, Rugby Football Union, London, UK
| | - Jon S Patricios
- Wits Sport and Health (WiSH), School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
| | | | - Roger Zemek
- Children's Hospital of Eastern Ontario Research Institute, Ottawa, Ontario, Canada
- Department of Pediatrics, University of Ottawa, Ottawa, Ontario, Canada
| | | | - Christopher M Bailey
- Neurology, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
- Neurology, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Benjamin L Brett
- Neurosurgery/ Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | | | - Gerry Gioia
- Depts of Pediatrics and Psychiatry & Behavioral Sciences, Children's National Health System, Washington, District of Columbia, USA
| | - Stanley A Herring
- Department of Rehabilitation Medicine, Orthopaedics and Sports Medicine, and Neurological Surgery, University of Washington, Seattle, Washington, USA
| | - David Howell
- Orthopedics, Sports Medicine Center, Children's Hospital Colorado, Aurora, Colorado, USA
| | | | - Tamara C Valovich McLeod
- Department of Athletic Training and School of Osteopathic Medicine in Arizona, A.T. Still University, Mesa, Arizona, USA
| | - William P Meehan
- Sports Medicine, Children's Hospital Boston, Boston, Massachusetts, USA
- Emergency Medicine, Children's Hospital Boston, Boston, Massachusetts, USA
| | - Zahra Premji
- Libraries, University of Victoria, Victoria, British Columbia, Canada
| | | | | | - Neil Bhathela
- UCLA Health Steve Tisch BrainSPORT Program, Los Angeles, California, USA
| | - Michael Makdissi
- Florey Institute of Neuroscience and Mental Health - Austin Campus, Heidelberg, Victoria, Australia
- La Trobe Sport and Exercise Medicine Research Centre, Melbourne, Victoria, Australia
| | - Samuel R Walton
- Department of Physical Medicine and Rehabilitation, School of Medicine, Richmond, Virginia, USA
| | - James Kissick
- Dept of Family Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Jamie Pardini
- Departments of Internal Medicine and Neurology, University of Arizona College of Medicine, Phoenix, Arizona, USA
| | - Kathryn J Schneider
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
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13
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Arbogast KB, McDonald CC. Sport Safety for Adolescents: Linking Biomechanics of Repetitive Head Impacts With Health and Wellbeing. J Adolesc Health 2023; 72:485-486. [PMID: 36933942 DOI: 10.1016/j.jadohealth.2022.12.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 12/23/2022] [Indexed: 03/20/2023]
Affiliation(s)
- Kristy B Arbogast
- Center for Injury Research and Prevention, Children's Hospital of Philadelphia, Pittsburgh, Pennsylvania; Minds Matter Concussion Program, Children's Hospital of Philadelphia, Pittsburgh, Pennsylvania; Perelman School of Medicine, University of Pennsylvania, Pittsburgh, Pennsylvania
| | - Catherine C McDonald
- Center for Injury Research and Prevention, Children's Hospital of Philadelphia, Pittsburgh, Pennsylvania; Minds Matter Concussion Program, Children's Hospital of Philadelphia, Pittsburgh, Pennsylvania; School of Nursing, University of Pennsylvania, Pittsburgh, Pennsylvania; Penn Injury Science Center, University of Pennsylvania, Pittsburgh, Pennsylvania
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14
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Beaudouin F, Tröss T, Hadji A, Steendahl IB, Meyer T, Fünten KAD. Do Sports-related Concussions Induce Subsequent Injuries in Elite Male Football Players? Int J Sports Med 2023. [PMID: 36347430 DOI: 10.1055/a-1974-3965] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
To assess the players' risk of a subsequent injury after sustaining concussive injuries and their return-to-competition in German professional men's football. A prospective injury database in the 1st Bundesliga was created encompassing 7 seasons (2014/15-2020/21). Cox proportional hazard model analyzed whether a concussive injury increased the risk of a subsequent injury in the first year after the index injury. 6,651 injuries were reported (n=182 concussive injuries). The incidence rate was 0.15 (95% CI 0.13-0.17) per 1000 football hours. A concussive injury was associated with only a slightly numerical higher risk of 7% (HR=1.07, 95% CI 0.78-1.47) in the subsequent year after the injury compared to a randomly selected non-concussive injury, but the effect was not significant. The risk was higher after 6-12 months post-SRC reaching 70% (HR=1.70, 95% CI 1.15-2.52). For 0-3 months (HR=0.76, 95% CI 0.48-1.20) and 3-6 months (HR=0.97, 95% CI 0.62-1.50) the injury risk was lower. The present data do not confirm previously published investigations about an increased injury risk after SRC. Contrasting effects of lower hazard ratios were found early after SRC, followed by an increase after 6-12 months. Further research should look into compliance rates with regards to return-to-competition protocols.
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Affiliation(s)
- Florian Beaudouin
- Institute of Sports and Preventive Medicine, Saarland University, Saarbrücken, Germany
| | - Tobias Tröss
- Institute of Sports and Preventive Medicine, Saarland University, Saarbrücken, Germany
| | - Abed Hadji
- Institute of Sports and Preventive Medicine, Saarland University, Saarbrücken, Germany
| | - Ida Bo Steendahl
- Institute of Sports and Preventive Medicine, Saarland University, Saarbrücken, Germany
| | - Tim Meyer
- Institute of Sports and Preventive Medicine, Saarland University, Saarbrücken, Germany
| | - Karen Aus der Fünten
- Institute of Sports and Preventive Medicine, Saarland University, Saarbrücken, Germany
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15
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Song H, McEwan PP, Ameen-Ali KE, Tomasevich A, Kennedy-Dietrich C, Palma A, Arroyo EJ, Dolle JP, Johnson VE, Stewart W, Smith DH. Concussion leads to widespread axonal sodium channel loss and disruption of the node of Ranvier. Acta Neuropathol 2022; 144:967-985. [PMID: 36107227 PMCID: PMC9547928 DOI: 10.1007/s00401-022-02498-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 09/08/2022] [Accepted: 09/08/2022] [Indexed: 01/26/2023]
Abstract
Despite being a major health concern, little is known about the pathophysiological changes that underly concussion. Nonetheless, emerging evidence suggests that selective damage to white matter axons, or diffuse axonal injury (DAI), disrupts brain network connectivity and function. While voltage-gated sodium channels (NaChs) and their anchoring proteins at the nodes of Ranvier (NOR) on axons are key elements of the brain's network signaling machinery, changes in their integrity have not been studied in context with DAI. Here, we utilized a clinically relevant swine model of concussion that induces evolving axonal pathology, demonstrated by accumulation of amyloid precursor protein (APP) across the white matter. Over a two-week follow-up post-concussion with this model, we found widespread loss of NaCh isoform 1.6 (Nav1.6), progressive increases in NOR length, the appearance of void and heminodes and loss of βIV-spectrin, ankyrin G, and neurofascin 186 or their collective diffusion into the paranode. Notably, these changes were in close proximity, yet distinct from APP-immunoreactive swollen axonal profiles, potentially representing a unique, newfound phenotype of axonal pathology in DAI. Since concussion in humans is non-fatal, the clinical relevance of these findings was determined through examination of post-mortem brain tissue from humans with higher levels of acute traumatic brain injury. Here, a similar loss of Nav1.6 and changes in NOR structures in brain white matter were observed as found in the swine model of concussion. Collectively, this widespread and progressive disruption of NaChs and NOR appears to be a form of sodium channelopathy, which may represent an important substrate underlying brain network dysfunction after concussion.
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Affiliation(s)
- Hailong Song
- Department of Neurosurgery, Center for Brain Injury and Repair, University of Pennsylvania, 3320 Smith Walk, 105 Hayden Hall, Philadelphia, PA, 19104, USA
| | - Przemyslaw P McEwan
- Department of Neurosurgery, Center for Brain Injury and Repair, University of Pennsylvania, 3320 Smith Walk, 105 Hayden Hall, Philadelphia, PA, 19104, USA
| | - Kamar E Ameen-Ali
- School of Neuroscience and Psychology, University of Glasgow, Glasgow, G12 8QQ, UK
| | - Alexandra Tomasevich
- Department of Neurosurgery, Center for Brain Injury and Repair, University of Pennsylvania, 3320 Smith Walk, 105 Hayden Hall, Philadelphia, PA, 19104, USA
| | | | - Alexander Palma
- Department of Neurosurgery, Center for Brain Injury and Repair, University of Pennsylvania, 3320 Smith Walk, 105 Hayden Hall, Philadelphia, PA, 19104, USA
| | - Edgardo J Arroyo
- Department of Neurosurgery, Center for Brain Injury and Repair, University of Pennsylvania, 3320 Smith Walk, 105 Hayden Hall, Philadelphia, PA, 19104, USA
| | - Jean-Pierre Dolle
- Department of Neurosurgery, Center for Brain Injury and Repair, University of Pennsylvania, 3320 Smith Walk, 105 Hayden Hall, Philadelphia, PA, 19104, USA
| | - Victoria E Johnson
- Department of Neurosurgery, Center for Brain Injury and Repair, University of Pennsylvania, 3320 Smith Walk, 105 Hayden Hall, Philadelphia, PA, 19104, USA
| | - William Stewart
- School of Neuroscience and Psychology, University of Glasgow, Glasgow, G12 8QQ, UK
- Department of Neuropathology, Queen Elizabeth University Hospital, Glasgow, G51 4TF, UK
| | - Douglas H Smith
- Department of Neurosurgery, Center for Brain Injury and Repair, University of Pennsylvania, 3320 Smith Walk, 105 Hayden Hall, Philadelphia, PA, 19104, USA.
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16
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Consensus Head Acceleration Measurement Practices (CHAMP): Study Design and Statistical Analysis. Ann Biomed Eng 2022; 50:1346-1355. [PMID: 36253602 PMCID: PMC9652215 DOI: 10.1007/s10439-022-03101-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Accepted: 10/06/2022] [Indexed: 11/28/2022]
Abstract
Head impact measurement devices enable opportunities to collect impact data directly from humans to study topics like concussion biomechanics, head impact exposure and its effects, and concussion risk reduction techniques in sports when paired with other relevant data. With recent advances in head impact measurement devices and cost-effective price points, more and more investigators are using them to study brain health questions. However, as the field's literature grows, the variance in study quality is apparent. This brief paper aims to provide a high-level set of key considerations for the design and analysis of head impact measurement studies that can help avoid flaws introduced by sampling biases, false data, missing data, and confounding factors. We discuss key points through four overarching themes: study design, operational management, data quality, and data analysis.
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17
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Rifkin JA, Wu T, Rayfield AC, Anderson ED, Panzer MB, Meaney DF. Brain architecture-based vulnerability to traumatic injury. Front Bioeng Biotechnol 2022; 10:936082. [PMID: 36091446 PMCID: PMC9448929 DOI: 10.3389/fbioe.2022.936082] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 08/01/2022] [Indexed: 02/03/2023] Open
Abstract
The white matter tracts forming the intricate wiring of the brain are subject-specific; this heterogeneity can complicate studies of brain function and disease. Here we collapse tractography data from the Human Connectome Project (HCP) into structural connectivity (SC) matrices and identify groups of similarly wired brains from both sexes. To characterize the significance of these architectural groupings, we examined how similarly wired brains led to distinct groupings of neural activity dynamics estimated with Kuramoto oscillator models (KMs). We then lesioned our networks to simulate traumatic brain injury (TBI) and finally we tested whether these distinct architecture groups’ dynamics exhibited differing responses to simulated TBI. At each of these levels we found that brain structure, simulated dynamics, and injury susceptibility were all related to brain grouping. We found four primary brain architecture groupings (two male and two female), with similar architectures appearing across both sexes. Among these groupings of brain structure, two architecture types were significantly more vulnerable than the remaining two architecture types to lesions. These groups suggest that mesoscale brain architecture types exist, and these architectural differences may contribute to differential risks to TBI and clinical outcomes across the population.
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Affiliation(s)
- Jared A. Rifkin
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, United States
- Department of Mechanical and Aerospace Engineering, University of Virginia, Charlottesville, VA, United States
| | - Taotao Wu
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, United States
| | - Adam C. Rayfield
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, United States
| | - Erin D. Anderson
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, United States
| | - Matthew B. Panzer
- Department of Mechanical and Aerospace Engineering, University of Virginia, Charlottesville, VA, United States
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA, United States
| | - David F. Meaney
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, United States
- Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, United States
- *Correspondence: David F. Meaney,
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18
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Kuo C, Patton D, Rooks T, Tierney G, McIntosh A, Lynall R, Esquivel A, Daniel R, Kaminski T, Mihalik J, Dau N, Urban J. On-Field Deployment and Validation for Wearable Devices. Ann Biomed Eng 2022; 50:1372-1388. [PMID: 35960418 DOI: 10.1007/s10439-022-03001-3] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Accepted: 06/24/2022] [Indexed: 11/01/2022]
Abstract
Wearable sensors are an important tool in the study of head acceleration events and head impact injuries in sporting and military activities. Recent advances in sensor technology have improved our understanding of head kinematics during on-field activities; however, proper utilization and interpretation of data from wearable devices requires careful implementation of best practices. The objective of this paper is to summarize minimum requirements and best practices for on-field deployment of wearable devices for the measurement of head acceleration events in vivo to ensure data evaluated are representative of real events and limitations are accurately defined. Best practices covered in this document include the definition of a verified head acceleration event, data windowing, video verification, advanced post-processing techniques, and on-field logistics, as determined through review of the literature and expert opinion. Careful use of best practices, with accurate acknowledgement of limitations, will allow research teams to ensure data evaluated is representative of real events, will improve the robustness of head acceleration event exposure studies, and generally improve the quality and validity of research into head impact injuries.
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Affiliation(s)
- Calvin Kuo
- The University of British Columbia, Vancouver, Canada
| | - Declan Patton
- Children's Hospital of Philadelphia, Philadelphia, USA
| | - Tyler Rooks
- United States Army Aeromedical Research Laboratory, Fort Rucker, USA
| | | | - Andrew McIntosh
- McIntosh Consultancy and Research, Sydney, Australia.,Monash University Accident Research Centre Monash University, Melbourne, Australia.,School of Engineering Edith Cowan University, Perth, Australia
| | | | | | - Ray Daniel
- United States Army Aeromedical Research Laboratory, Fort Rucker, USA
| | | | - Jason Mihalik
- University of North Carolina at Chapel Hill, Chapel Hill, USA
| | - Nate Dau
- Biocore, LLC, Charlottesville, USA
| | - Jillian Urban
- Wake Forest University School of Medicine, 575 Patterson Ave, Suite 530, Winston-Salem, NC, 27101, USA.
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19
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Seifert J, Shah AS, Harezlak J, Rowson S, Mihalik JP, Riggen L, Duma S, Brooks A, Cameron KL, Giza CC, Goldman J, Guskiewicz KM, Houston MN, Jackson JC, McGinty G, Pasquina P, Broglio SP, McAllister TW, McCrea MA, Stemper BD. Time Delta Head Impact Frequency: An Analysis on Head Impact Exposure in the Lead Up to a Concussion: Findings from the NCAA-DOD Care Consortium. Ann Biomed Eng 2022; 50:1473-1487. [PMID: 35933459 PMCID: PMC9652163 DOI: 10.1007/s10439-022-03032-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 07/18/2022] [Indexed: 11/30/2022]
Abstract
Sport-related concussions can result from a single high magnitude impact that generates concussive symptoms, repeated subconcussive head impacts aggregating to generate concussive symptoms, or a combined effect from the two mechanisms. The array of symptoms produced by these mechanisms may be clinically interpreted as a sport-related concussion. It was hypothesized that head impact exposure resulting in concussion is influenced by severity, total number, and frequency of subconcussive head impacts. The influence of total number and magnitude of impacts was previously explored, but frequency was investigated to a lesser degree. In this analysis, head impact frequency was investigated over a new metric called ‘time delta’, the time difference from the first recorded head impact of the day until the concussive impact. Four exposure metrics were analyzed over the time delta to determine whether frequency of head impact exposure was greater for athletes on their concussion date relative to other dates of contact participation. Those metrics included head impact frequency, head impact accrual rate, risk weighted exposure (RWE), and RWE accrual rate. Athletes experienced an elevated median number of impacts, RWE, and RWE accrual rate over the time delta on their concussion date compared to non-injury sessions. This finding suggests elevated frequency of head impact exposure on the concussion date compared to other dates that may precipitate the onset of concussion.
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Affiliation(s)
- Jack Seifert
- Joint Department of Biomedical Engineering, Marquette University and Medical College of Wisconsin, Milwaukee, WI, USA.,Neuroscience Research Labs, Clement J. Zablocki Veterans Affairs Medical Center, Research 151, 5000 W. National Ave., Milwaukee, WI, 53295, USA
| | - Alok S Shah
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA.,Neuroscience Research Labs, Clement J. Zablocki Veterans Affairs Medical Center, Research 151, 5000 W. National Ave., Milwaukee, WI, 53295, USA
| | - Jaroslaw Harezlak
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health, Bloomington, IN, USA
| | - Steven Rowson
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, USA
| | - Jason P Mihalik
- Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Larry Riggen
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health, Bloomington, IN, USA
| | - Stefan Duma
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, USA
| | - Alison Brooks
- Department of Orthopedics, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Kenneth L Cameron
- John A. Feagin Jr. Sports Medicine Fellowship, Keller Army Hospital, United States Military Academy, West Point, NY, USA
| | - Christopher C Giza
- Departments of Neurosurgery and Pediatrics, UCLA Steve Tisch BrainSPORT Program, David Geffem School of Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - Joshua Goldman
- Departments of Neurosurgery and Pediatrics, UCLA Steve Tisch BrainSPORT Program, David Geffem School of Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - Kevin M Guskiewicz
- Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Megan N Houston
- John A. Feagin Jr. Sports Medicine Fellowship, Keller Army Hospital, United States Military Academy, West Point, NY, USA
| | - Jonathan C Jackson
- Department of Sports Medicine, United States Air Force Academy, Colorado Springs, CO, USA
| | - Gerald McGinty
- Department of Sports Medicine, United States Air Force Academy, Colorado Springs, CO, USA
| | - Paul Pasquina
- Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Steven P Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA
| | | | - Michael A McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA.,Neuroscience Research Labs, Clement J. Zablocki Veterans Affairs Medical Center, Research 151, 5000 W. National Ave., Milwaukee, WI, 53295, USA
| | - Brian D Stemper
- Joint Department of Biomedical Engineering, Marquette University and Medical College of Wisconsin, Milwaukee, WI, USA. .,Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA. .,Neuroscience Research Labs, Clement J. Zablocki Veterans Affairs Medical Center, Research 151, 5000 W. National Ave., Milwaukee, WI, 53295, USA.
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20
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Arbogast KB, Caccese JB, Buckley TA, McIntosh AS, Henderson K, Stemper BD, Solomon G, Broglio SP, Funk JR, Crandall JR. Consensus Head Acceleration Measurement Practices (CHAMP): Origins, Methods, Transparency and Disclosure. Ann Biomed Eng 2022; 50:1317-1345. [PMID: 35920964 PMCID: PMC9652170 DOI: 10.1007/s10439-022-03025-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 07/13/2022] [Indexed: 11/30/2022]
Abstract
The use of head kinematic measurement devices has recently proliferated owing to technology advances that make such measurement more feasible. In parallel, demand to understand the biomechanics of head impacts and injury in sports and the military has increased as the burden of such loading on the brain has received focused attention. As a result, the field has matured to the point of needing methodological guidelines to improve the rigor and consistency of research and reduce the risk of scientific bias. To this end, a diverse group of scientists undertook a comprehensive effort to define current best practices in head kinematic measurement, culminating in a series of manuscripts outlining consensus methodologies and companion summary statements. Summary statements were discussed, revised, and voted upon at the Consensus Head Acceleration Measurement Practices (CHAMP) Conference in March 2022. This manuscript summarizes the motivation and methods of the consensus process and introduces recommended reporting checklists to be used to increase transparency and rigor of future experimental design and publication of work in this field. The checklists provide an accessible means for researchers to apply the best practices summarized in the companion manuscripts when reporting studies utilizing head kinematic measurement in sport and military settings.
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Affiliation(s)
- Kristy B Arbogast
- Center for Injury Research and Prevention, Children's Hospital of Philadelphia, 2716 South St., PA, 19146, Philadelphia, USA. .,Department of Pediatrics, University of Pennsylvania, PA, Philadelphia, USA.
| | - Jaclyn B Caccese
- The Ohio State University Chronic Brain Injury Program, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Thomas A Buckley
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, DE, USA
| | - Andrew S McIntosh
- McIntosh Consultancy and Research, Sydney, NSW, Australia.,Monash University Accident Research Centre, Monash University, Melbourne, VIC, Australia.,School of Engineering, Edith Cowan University, Perth, WA, Australia
| | | | - Brian D Stemper
- Joint Department of Biomedical Engineering, Medical College of Wisconsin & Marquette University, Milwaukee, WI, USA.,Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA.,Neuroscience Research, Zablocki Veterans Affairs Medical Center, Milwaukee, WI, USA
| | - Gary Solomon
- National Football League Player Health and Safety, New York, NY, USA
| | - Steven P Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA
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21
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Stemper BD, Harezlak J, Shah AS, Rowson S, Mihalik JP, Riggen L, Duma S, Pasquina P, Broglio SP, McAllister TW, McCrea MA. Association between Preseason/Regular Season Head Impact Exposure and Concussion Incidence in NCAA Football. Med Sci Sports Exerc 2022; 54:912-922. [PMID: 35081093 DOI: 10.1249/mss.0000000000002874] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
PURPOSE Contact sport athletes are exposed to a unique environment where they sustain repeated head impacts throughout the season and can sustain hundreds of head impacts over a few months. Accordingly, recent studies outlined the role that head impact exposure (HIE) has in concussion biomechanics and in the development of cognitive and brain-based changes. Those studies focused on time-bound effects by quantifying exposure leading up to the concussion, or cognitive changes after a season in which athletes had high HIE. However, HIE may have a more prolonged effect. This study identified associations between HIE and concussion incidence during different periods of the college football fall season. METHODS This study included 1120 athlete seasons from six National Collegiate Athletic Association Division I football programs across 5 yr. Athletes were instrumented with the Head Impact Telemetry System to record daily HIE. The analysis quantified associations of preseason/regular season/total season concussion incidence with HIE during those periods. RESULTS Strong associations were identified between HIE and concussion incidence during different periods of the season. Preseason HIE was associated with preseason and total season concussion incidence, and total season HIE was associated with total season concussion incidence. CONCLUSIONS These findings demonstrate a prolonged effect of HIE on concussion risk, wherein elevated preseason HIE was associated with higher concussion risk both during the preseason and throughout the entire fall season. This investigation is the first to provide evidence supporting the hypothesis of a relationship between elevated HIE during the college football preseason and a sustained decreased tolerance for concussion throughout that season.
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Affiliation(s)
| | - Jaroslaw Harezlak
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health, Bloomington, IN
| | | | - Steven Rowson
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA
| | - Jason P Mihalik
- Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Larry Riggen
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health, Bloomington, IN
| | - Stefan Duma
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA
| | - Paul Pasquina
- Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Steven P Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI
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22
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Stemper BD, Shah A, Chiariello R, McCarthy C, Jessen K, Sarka B, Seifert J, Budde MD, Wang K, Olsen CM, McCrea M. A Preclinical Rodent Model for Repetitive Subconcussive Head Impact Exposure in Contact Sport Athletes. Front Behav Neurosci 2022; 16:805124. [PMID: 35368301 PMCID: PMC8965565 DOI: 10.3389/fnbeh.2022.805124] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 01/05/2022] [Indexed: 11/13/2022] Open
Abstract
Repetitive subconcussive head impact exposure has been associated with clinical and MRI changes in some non-concussed contact sport athletes over the course of a season. However, analysis of human tolerance for repeated head impacts is complicated by concussion and head impact exposure history, genetics, and other personal factors. Therefore, the objective of the current study was to develop a rodent model for repetitive subconcussive head impact exposure that can be used to understand injury mechanisms and tolerance in the human. This study incorporated the Medical College of Wisconsin Rotational Injury Model to expose rats to multiple low-level head accelerations per day over a 4-week period. The peak magnitude of head accelerations were scaled from our prior human studies of contact sport athletes and the number of exposures per day were based on the median (moderate exposure) and 95th percentile (high exposure) number of exposures per day across the human sample. Following the exposure protocol, rats were assessed for cognitive deficits, emotional changes, blood serum levels of axonal injury biomarkers, and histopathological evidence of injury. High exposure rats demonstrated cognitive deficits and evidence of anxiety-like behaviors relative to shams. Moderate exposure rats did not demonstrate either of those behaviors. Similarly, high exposure rats had histopathological evidence of gliosis [i.e., elevated Iba1 intensity and glial fibrillary acidic protein (GFAP) volume relative to shams] in the basolateral amygdala and other areas. Blood serum levels of neurofilament light (NFL) demonstrated a dose response relationship with increasing numbers of low-level head acceleration exposures with a higher week-to-week rate of NFL increase for the high exposure group compared to the moderate exposure group. These findings demonstrate a cumulative effect of repeated low-level head accelerations and provide a model that can be used in future studies to better understand mechanisms and tolerance for brain injury resulting from repeated low-level head accelerations, with scalable biomechanics between the rat and human.
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Affiliation(s)
- Brian D. Stemper
- Joint Department of Biomedical Engineering, Medical College of Wisconsin, Marquette University, Milwaukee, WI, United States
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
- Clement J. Zablocki Veterans Affairs Medical Center, Milwaukee, WI, United States
- Neuroscience Research Center, Medical College of Wisconsin, Milwaukee, WI, United States
- *Correspondence: Brian D. Stemper,
| | - Alok Shah
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
- Clement J. Zablocki Veterans Affairs Medical Center, Milwaukee, WI, United States
| | - Rachel Chiariello
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
- Clement J. Zablocki Veterans Affairs Medical Center, Milwaukee, WI, United States
| | - Cassandra McCarthy
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
- Clement J. Zablocki Veterans Affairs Medical Center, Milwaukee, WI, United States
| | - Kristin Jessen
- Department of Pharmacology and Toxicology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Bailey Sarka
- Department of Pharmacology and Toxicology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Jack Seifert
- Joint Department of Biomedical Engineering, Medical College of Wisconsin, Marquette University, Milwaukee, WI, United States
- Clement J. Zablocki Veterans Affairs Medical Center, Milwaukee, WI, United States
| | - Matthew D. Budde
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
- Clement J. Zablocki Veterans Affairs Medical Center, Milwaukee, WI, United States
- Neuroscience Research Center, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Kevin Wang
- Gryphon Bio, Inc., South San Francisco, CA, United States
| | - Christopher M. Olsen
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
- Neuroscience Research Center, Medical College of Wisconsin, Milwaukee, WI, United States
- Department of Pharmacology and Toxicology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Michael McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
- Clement J. Zablocki Veterans Affairs Medical Center, Milwaukee, WI, United States
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23
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Tooby J, Weaving D, Al-Dawoud M, Tierney G. Quantification of Head Acceleration Events in Rugby League: An Instrumented Mouthguard and Video Analysis Pilot Study. SENSORS (BASEL, SWITZERLAND) 2022; 22:584. [PMID: 35062545 PMCID: PMC8781372 DOI: 10.3390/s22020584] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 12/23/2021] [Accepted: 12/28/2021] [Indexed: 05/31/2023]
Abstract
Instrumented mouthguards (iMG) were used to collect head acceleration events (HAE) in men's professional rugby league matches. Peak linear acceleration (PLA), peak angular acceleration (PAA) and peak change in angular velocity (ΔPAV) were collected using custom-fit iMG set with a 5 g single iMG-axis recording threshold. iMG were fitted to ten male Super League players for thirty-one player matches. Video analysis was conducted on HAE to identify the contact event; impacted player; tackle stage and head loading type. A total of 1622 video-verified HAE were recorded. Approximately three-quarters of HAE (75.7%) occurred below 10 g. Most (98.2%) HAE occurred during tackles (59.3% to tackler; 40.7% to ball carrier) and the initial collision stage of the tackle (43.9%). The initial collision stage resulted in significantly greater PAA and ΔPAV than secondary contact and play the ball tackle stages (p < 0.001). Indirect HAE accounted for 29.8% of HAE and resulted in significantly greater ΔPAV (p < 0.001) than direct HAE, but significantly lower PLA (p < 0.001). Almost all HAE were sustained in the tackle, with the majority occurring during the initial collision stage, making it an area of focus for the development of player protection strategies for both ball carriers and tacklers. League-wide and community-level implementation of iMG could enable a greater understanding of head acceleration exposure between playing positions, cohorts, and levels of play.
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Affiliation(s)
- James Tooby
- School of Biomedical Sciences, University of Leeds, Leeds LS2 9JT, UK
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds LS1 3HE, UK; (D.W.); (G.T.)
| | - Dan Weaving
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds LS1 3HE, UK; (D.W.); (G.T.)
- Leeds Rhinos Rugby League Club, Leeds LS5 3BW, UK;
| | | | - Gregory Tierney
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds LS1 3HE, UK; (D.W.); (G.T.)
- Sport and Exercise Sciences Research Institute, School of Sport, Faculty of Life and Health Sciences, Ulster University, Belfast BT15 1ED, UK
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24
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Jansen AE, McGrath M, Samorezov S, Johnston J, Bartsch A, Alberts J. Characterizing Head Impact Exposure in Men and Women During Boxing and Mixed Martial Arts. Orthop J Sports Med 2021; 9:23259671211059815. [PMID: 34901294 PMCID: PMC8664317 DOI: 10.1177/23259671211059815] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 08/24/2021] [Indexed: 11/16/2022] Open
Abstract
Background: The accumulation of subconcussive impacts has been implicated in permanent neurological impairment. A gap in understanding the relationship between head impacts and neurological function is the lack of precise characterization and quantification of forces that individuals experience during sports training and competition. Purpose: To characterize impact exposure during training and competition among male and female athletes participating in boxing and mixed martial arts (MMA) via an instrumented custom-fit Impact Monitoring Mouthguard (IMM). Study Design: Cross-sectional study; Level of evidence, 3. Methods: Twenty-three athletes (n = 4 women) were provided a custom-fit IMM. The IMM monitored impacts during sparring and competition. All training and competition sessions were videotaped. Video and IMM data were synchronized for post hoc data verification of true positives and substantiation of impact location. IMM data were collected from boxing and MMA athletes at a collaborating site. For each true-positive impact, peak linear acceleration and peak angular acceleration were calculated. Wilcoxon rank sum tests were used to evaluate potential differences in sport, activity type, and sex with respect to each outcome. Differences in impact location were assessed via Kruskal-Wallis tests. Results: IMM data were collected from 53 amateur training sessions and 6 competitions (session range, 5-20 minutes). A total of 896 head impacts (men, n = 786; women, n = 110) were identified using IMM data and video verification: 827 in practice and 69 during competition. MMA and boxers experienced a comparable number of impacts per practice session or competition. In general, MMA impacts produced significantly higher peak angular acceleration than did boxing impacts (P < .001) and were more varied in impact location on the head during competitions. In terms of sex, men experienced a greater number of impacts than women per practice session. However, there was no significant difference between men and women in terms of impact magnitude. Conclusion: Characteristic profiles of head impact exposure differed between boxing and MMA athletes; however, the impact magnitudes were not significantly different for male and female athletes.
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Affiliation(s)
- A Elizabeth Jansen
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio, USA
| | - Morgan McGrath
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio, USA
| | - Sergey Samorezov
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio, USA
| | - Joshua Johnston
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio, USA
| | | | - Jay Alberts
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio, USA.,Neurological Institute, Cleveland Clinic, Cleveland, Ohio, USA
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25
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Head Impact Research Using Inertial Sensors in Sport: A Systematic Review of Methods, Demographics, and Factors Contributing to Exposure. Sports Med 2021; 52:481-504. [PMID: 34677820 DOI: 10.1007/s40279-021-01574-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/23/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND The number and magnitude of head impacts have been assessed in-vivo using inertial sensors to characterise the exposure in various sports and to help understand their potential relationship to concussion. OBJECTIVES We aimed to provide a comprehensive review of the field of in-vivo sensor acceleration event research in sports via the summary of data collection and processing methods, population demographics and factors contributing to an athlete's exposure to sensor acceleration events. METHODS The systematic search resulted in 185 cohort or cross-sectional studies that recorded sensor acceleration events in-vivo during sport participation. RESULTS Approximately 5800 participants were studied in 20 sports using 18 devices that included instrumented helmets, headbands, skin patches, mouthguards and earplugs. Female and youth participants were under-represented and ambiguous results were reported for these populations. The number and magnitude of sensor acceleration events were affected by a variety of contributing factors, suggesting sport-specific analyses are needed. For collision sports, being male, being older, and playing in a game (as opposed to a practice), all contributed to being exposed to more sensor acceleration events. DISCUSSION Several issues were identified across the various sensor technologies, and efforts should focus on harmonising research methods and improving the accuracy of kinematic measurements and impact classification. While the research is more mature for high-school and collegiate male American football players, it is still in its early stages in many other sports and for female and youth populations. The information reported in the summarised work has improved our understanding of the exposure to sport-related head impacts and has enabled the development of prevention strategies, such as rule changes. CONCLUSIONS Head impact research can help improve our understanding of the acute and chronic effects of head impacts on neurological impairments and brain injury. The field is still growing in many sports, but technological improvements and standardisation of processes are needed.
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26
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Relationship Between Time-Weighted Head Impact Exposure on Directional Changes in Diffusion Imaging in Youth Football Players. Ann Biomed Eng 2021; 49:2852-2862. [PMID: 34549344 PMCID: PMC8978207 DOI: 10.1007/s10439-021-02862-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 08/26/2021] [Indexed: 01/04/2023]
Abstract
Approximately 3.5 million youth and adolescents in the US play football, a sport with one of the highest rates of concussion. Repeated subconcussive head impact exposure (HIE) may lead to negative neurological sequelae. To understand HIE as an independent predictive variable, quantitative cumulative kinematic metrics have been developed to capture the volume (i.e., number), severity (i.e., magnitude), and frequency (i.e., time-weighting by the interval between head impacts). In this study, time-weighted cumulative HIE metrics were compared with directional changes in diffusion tensor imaging (DTI) metrics. Changes in DTI conducted on a per-season, per-player basis were assessed as a dependent variable. Directional changes were defined separately as increases and decreases in the number of abnormal voxels relative to non-contact sport controls. Biomechanical and imaging data from 117 athletes (average age 11.9 ± 1.0 years) enrolled in this study was analyzed. Cumulative HIE metrics were more strongly correlated with increases in abnormal voxels than decreases in abnormal voxels. Additionally, across DTI sub-measures, increases and decreases in mean diffusivity (MD) had the strongest relationships with HIE metrics (increases in MD: average R2 = 0.1753, average p = 0.0002; decreases in MD: average R2 = 0.0997, average p = 0.0073). This encourages further investigation into the physiological phenomena represented by directional changes.
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27
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Pin E, Petricoin EF, Cortes N, Bowman TG, Andersson E, Uhlén M, Nilsson P, Caswell SV. Immunoglobulin A Autoreactivity toward Brain Enriched and Apoptosis-Regulating Proteins in Saliva of Athletes after Acute Concussion and Subconcussive Impacts. J Neurotrauma 2021; 38:2373-2383. [PMID: 33858214 DOI: 10.1089/neu.2020.7375] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The diagnosis and management of concussion is hindered by its diverse clinical presentation and assessment tools reliant on subjectively experienced symptoms. The biomechanical threshold of concussion is also not well understood, and asymptomatic concussion or "subconcussive impacts" of variable magnitudes are common in contact sports. Concerns have risen because athletes returning to activity too soon have an increased risk of prolonged recovery or long-term adverse health consequences. To date, little is understood on a molecular level regarding concussion and subconcussive impacts. Recent research suggests that neuroinflammatory mechanisms may serve an important role subsequent to concussion and possibly to subconcussive impacts. These studies suggest that autoantibodies may be a valuable tool for detection of acute concussion and monitoring for changes caused by cumulative exposure to subconcussive impacts. Hence, we aimed to profile the immunoglobulin (Ig)A autoantibody repertoire in saliva by screening a unique sport-related head trauma biobank. Saliva samples (n = 167) were donated by male and female participants enrolled in either the concussion (24-48 h post-injury) or subconcussion (non-concussed participants having moderate or high cumulative subconcussive impact exposure) cohorts. Study design included discovery and verification phases. Discovery aimed to identify new candidate autoimmune targets of IgA. Verification tested whether concussion and subconcussion cohorts increased IgA reactivity and whether cohorts showed similarities. The results show a significant increase in the prevalence of IgA toward protein fragments representing 5-hydroxytryptamine receptor 1A (HTR1A), serine/arginine repetitive matrix 4 (SRRM4) and FAS (tumor necrosis factor receptor superfamily member 6) after concussion and subconcussion. These results may suggest that concussion and subconcussion induce similar physiological effects, especially in terms of immune response. Our study demonstrates that saliva is a potential biofluid for autoantibody detection in concussion and subconcussion. After rigorous confirmation in much larger independent study sets, a validated salivary autoantibody assay could provide a non-subjective quantitative means of assessing concussive and subconcussive events.
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Affiliation(s)
- Elisa Pin
- Division of Affinity Proteomics, Department of Protein Science, Department of Protein Science, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden
| | - Emanuel F Petricoin
- Center for Applied Proteomics and Molecular Medicine, School of Kinesiology, George Mason University, Manassas, Virginia, USA.,Institute for BioHealth Innovation, and School of Kinesiology, George Mason University, Manassas, Virginia, USA
| | - Nelson Cortes
- Institute for BioHealth Innovation, and School of Kinesiology, George Mason University, Manassas, Virginia, USA.,Sports Medicine Assessment Research and Testing Laboratory, School of Kinesiology, George Mason University, Manassas, Virginia, USA
| | - Thomas G Bowman
- Department of Athletic Training, University of Lynchburg, Lynchburg, Virginia, USA
| | - Eni Andersson
- Division of Affinity Proteomics, Department of Protein Science, Department of Protein Science, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden
| | - Mathias Uhlén
- Division of Systems Biology, Department of Protein Science, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden
| | - Peter Nilsson
- Division of Affinity Proteomics, Department of Protein Science, Department of Protein Science, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden
| | - Shane V Caswell
- Institute for BioHealth Innovation, and School of Kinesiology, George Mason University, Manassas, Virginia, USA.,Sports Medicine Assessment Research and Testing Laboratory, School of Kinesiology, George Mason University, Manassas, Virginia, USA
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28
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Smith AM, Alford PA, Aubry M, Benson B, Black A, Brooks A, Burke C, D'Arcy R, Dodick D, Eaves M, Eickhoff C, Erredge K, Farrell K, Finnoff J, Fraser DD, Giza C, Greenwald RM, Hoshizaki B, Huston J, Jorgensen J, Joyner M, Krause D, LaVoi N, Leaf M, Leddy J, Margarucci K, Margulies S, Mihalik J, Munce T, Oeur A, Prideaux C, Roberts WO, Shen F, Soma D, Tabrum M, Stuart MB, Wethe J, Whitehead J, Wiese-Bjornstal D, Stuart MJ. Proceedings From the Ice Hockey Summit III: Action on Concussion. Clin J Sport Med 2021; 31:e150-e160. [PMID: 31842055 DOI: 10.1097/jsm.0000000000000745] [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: 10/08/2018] [Accepted: 11/28/2018] [Indexed: 02/02/2023]
Abstract
OBJECTIVES The Ice Hockey Summit III provided updated scientific evidence on concussions in hockey to inform these 5 objectives: (1) describe sport related concussion (SRC) epidemiology; (2) classify prevention strategies; (3) define objective, diagnostic tests; (4) identify treatment; and (5) integrate science and clinical care into prioritized action plans and policy. METHODS Our action plan evolved from 40 scientific presentations. The 155 attendees (physicians, athletic trainers, physical therapists, nurses, neuropsychologists, scientists, engineers, coaches, and officials) voted to prioritize these action items in the final Summit session. RESULTS To (1) establish a national and international hockey database for SRCs at all levels; (2) eliminate body checking in Bantam youth hockey games; (3) expand a behavior modification program (Fair Play) to all youth hockey levels; (4) enforce game ejection penalties for fighting in Junior A and professional hockey leagues; (5) establish objective tests to diagnose concussion at point of care; and (6) mandate baseline testing to improve concussion diagnosis for all age groups. CONCLUSIONS Expedient implementation of the Summit III prioritized action items is necessary to reduce the risk, severity, and consequences of concussion in the sport of ice hockey.
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Affiliation(s)
| | - Patrick A Alford
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, Minnesota
| | - Mark Aubry
- Ottawa Sports Medicine Center, Ottawa, ON, Canada
| | - Brian Benson
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
| | - Amanda Black
- Sport Injury Prevention Research Center, University of Calgary, Calgary, AB, Canada
| | - Alison Brooks
- Department of Orthopedic Surgery, University of Wisconsin, Madison, Wisconsin
| | - Charles Burke
- Brook & Bradley Orthopedics, University of Pittsburgh at St. Margaret, Pittsburgh, Pennsylvania
| | - Ryan D'Arcy
- School of Engineering Science, Advances Neuroimaging, Siman Fraser University, Burnaby, BC, Canada
| | - David Dodick
- Department of Neurology, Mayo Clinic, Scottsdale, Arizona
| | - Michael Eaves
- Men's Ice Hockey, St. Olaf College, Northfield, Minnesota
| | - Chad Eickhoff
- Sports Medicine Center, Mayo Clinic, Rochester, Minnesota
| | | | | | - Jonathan Finnoff
- Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, Minnesota
| | - Douglas D Fraser
- Department of Pediatrics, Physiology/Pharmacology/Clinical Neuroscience, University of Western Ontario, London, ON, Canada
| | - Christopher Giza
- Department of Neurosurgery, Brain Research Institute, University of California Los Angeles Health, Los Angeles, California
| | - Richard M Greenwald
- Department of Biomechanics, Thayer School of Engineering at Dartmouth, Hanover, New Hampshire
| | | | - John Huston
- Department of Radiology, Mayo Clinic, Rochester, Minnesota
| | | | - Michael Joyner
- Department of Anesthesiology, Mayo Clinic, Rochester, Minnesota
| | - David Krause
- Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, Minnesota
| | - Nicole LaVoi
- School of Kinesiology, University of Minnesota, Minneapolis, Minnesota
| | - Matthew Leaf
- Officiating Program, USA Hockey, Colorado Springs, Colorado
| | - John Leddy
- Department of Orthopedics, University at Buffalo, Jacobs School of Medicine and Biomedical Science, Buffalo, New York
| | | | - Susan Margulies
- Department of Biomedical Engineering, Georgia School of Technology, Atlanta, Georgia
| | - Jason Mihalik
- Department of Exercise and Sports Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Thayne Munce
- Sports Medicine Center, Sanford Medical Center, Sioux Falls, South Dakota
| | - Anna Oeur
- Human Kinetics, University of Ottawa, Ottawa, ON, Canada
| | - Cara Prideaux
- Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, Minnesota
| | - William O Roberts
- Department of Family Medicine and Community Health University of Minnesota, Minneapolis, Minnesota
| | - Francis Shen
- University of Minnesota Law School, University of Minnesota, Minneapolis, Minnesota
| | - David Soma
- Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, Minnesota
| | - Mark Tabrum
- Coaching Education, USA Hockey, Colorado Springs, Colorado
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Abstract
Head injury models are notoriously time consuming and resource demanding in simulations, which prevents routine application. Here, we extend a convolutional neural network (CNN) to instantly estimate element-wise distribution of peak maximum principal strain (MPS) of the entire brain (>36 k speedup accomplished on a low-end computing platform). To achieve this, head impact rotational velocity and acceleration temporal profiles are combined into two-dimensional images to serve as CNN input for training and prediction of MPS. Compared with the directly simulated counterparts, the CNN-estimated responses (magnitude and distribution) are sufficiently accurate for 92.1% of the cases via 10-fold cross-validation using impacts drawn from the real world (n = 5661; range of peak rotational velocity in augmented data extended to 2-40 rad/sec). The success rate further improves to 97.1% for "in-range" impacts (n = 4298). When using the same CNN architecture to train (n = 3064) and test on an independent, reconstructed National Football League (NFL) impact dataset (n = 53; 20 concussions and 33 non-injuries), 51 out of 53, or 96.2% of the cases, are sufficiently accurate. The estimated responses also achieve virtually identical concussion prediction performances relative to the directly simulated counterparts, and they often outperform peak MPS of the whole brain (e.g., accuracy of 0.83 vs. 0.77 via leave-one-out cross-validation). These findings support the use of CNN for accurate and efficient estimation of spatially detailed brain strains across the vast majority of head impacts in contact sports. Our technique may hold the potential to transform traumatic brain injury (TBI) research and the design and testing standards of head protective gears by facilitating the transition from acceleration-based approximation to strain-based design and analysis. This would have broad implications in the TBI biomechanics field to accelerate new scientific discoveries. The pre-trained CNN is freely available online at https://github.com/Jilab-biomechanics/CNN-brain-strains.
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Affiliation(s)
- Kianoosh Ghazi
- Department of Biomedical Engineering and Worcester Polytechnic Institute, Worcester, Massachustts, USA
| | - Shaoju Wu
- Department of Biomedical Engineering and Worcester Polytechnic Institute, Worcester, Massachustts, USA
| | - Wei Zhao
- Department of Biomedical Engineering and Worcester Polytechnic Institute, Worcester, Massachustts, USA
| | - Songbai Ji
- Department of Biomedical Engineering and Worcester Polytechnic Institute, Worcester, Massachustts, USA
- Department of Mechanical Engineering, Worcester Polytechnic Institute, Worcester, Massachustts, USA
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30
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A new open-access platform for measuring and sharing mTBI data. Sci Rep 2021; 11:7501. [PMID: 33820939 PMCID: PMC8021549 DOI: 10.1038/s41598-021-87085-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 03/15/2021] [Indexed: 11/08/2022] Open
Abstract
Despite numerous research efforts, the precise mechanisms of concussion have yet to be fully uncovered. Clinical studies on high-risk populations, such as contact sports athletes, have become more common and give insight on the link between impact severity and brain injury risk through the use of wearable sensors and neurological testing. However, as the number of institutions operating these studies grows, there is a growing need for a platform to share these data to facilitate our understanding of concussion mechanisms and aid in the development of suitable diagnostic tools. To that end, this paper puts forth two contributions: (1) a centralized, open-access platform for storing and sharing head impact data, in collaboration with the Federal Interagency Traumatic Brain Injury Research informatics system (FITBIR), and (2) a deep learning impact detection algorithm (MiGNet) to differentiate between true head impacts and false positives for the previously biomechanically validated instrumented mouthguard sensor (MiG2.0), all of which easily interfaces with FITBIR. We report 96% accuracy using MiGNet, based on a neural network model, improving on previous work based on Support Vector Machines achieving 91% accuracy, on an out of sample dataset of high school and collegiate football head impacts. The integrated MiG2.0 and FITBIR system serve as a collaborative research tool to be disseminated across multiple institutions towards creating a standardized dataset for furthering the knowledge of concussion biomechanics.
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31
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Patton DA, Huber CM, Margulies SS, Master CL, Arbogast KB. NON-HEADER IMPACT EXPOSURE AND KINEMATICS OF MALE YOUTH SOCCER PLAYERS. BIOMEDICAL SCIENCES INSTRUMENTATION 2021; 57:106-113. [PMID: 36238448 PMCID: PMC9555802 DOI: 10.34107/yhpn9422.04106] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Previous studies have investigated the head impact kinematics of purposeful heading in youth soccer; however, less than a third of all head injuries in youth soccer have been found to involve ball contact. The aim of the current study was to identity the head impact kinematics and exposure not associated with purposeful heading of the ball in male youth soccer. Headband-mounted sensors were used to monitor the head kinematics of male junior varsity and middle school teams during games. Video analysis of sensor-recorded events was used to code impact mechanism, surface and site. Junior varsity players had non-header impact rates of 0.28 per athlete-exposure (AE) and 0.37 per player-hour (PH), whereas middle school players had relatively lower non-header impact rates of 0.16 per AE and 0.25 per PH. Such impact rates fell within the large range of values reported by previous studies, which is likely affected by sensor type and recording trigger threshold. The most common non-header impact mechanism in junior varsity soccer was player contact, whereas ball-to-head was the most common non-header impact mechanism in middle school soccer. Non-header impacts for junior varsity players had median peak kinematics of 31.0 g and 17.4 rad/s. Non-header impacts for middle school players had median peak kinematics of 40.6 g and 16.2 rad/s. For non-header impacts, ball impacts to the rear of the head the highest peak kinematics recorded by the sensor. Such data provide targets for future efforts in injury prevention, such as officiating efforts to control player-to-player contact.
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Affiliation(s)
- Declan A Patton
- Center for Injury Research and Prevention, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Colin M Huber
- Center for Injury Research and Prevention, Children's Hospital of Philadelphia, Philadelphia, PA
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA
| | - Susan S Margulies
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA
| | - Christina L Master
- Center for Injury Research and Prevention, Children's Hospital of Philadelphia, Philadelphia, PA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Sports Medicine and Performance Center, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Kristy B Arbogast
- Center for Injury Research and Prevention, Children's Hospital of Philadelphia, Philadelphia, PA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
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Sandmo SB, Gooijers J, Seer C, Kaufmann D, Bahr R, Pasternak O, Lipton ML, Tripodis Y, Koerte IK. Evaluating the validity of self-report as a method for quantifying heading exposure in male youth soccer. Res Sports Med 2020; 29:427-439. [PMID: 33283535 DOI: 10.1080/15438627.2020.1853541] [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] [Indexed: 12/18/2022]
Abstract
Assessing heading exposure in football is important when exploring the association between heading and brain alterations. To this end, questionnaires have been developed for use in adult populations. However, the validity of self-report in adolescents remains to be elucidated. Male youth soccer players (n = 34) completed a questionnaire on heading exposure after a two-week period, which included matches and training sessions. Self-reported numbers were compared to observation (considered reference). In total, we observed 157 training sessions and 64 matches. Self-reported heading exposure correlated with observed heading exposure (Spearman's rho 0.68; p < 0.001). Players systematically overestimated their heading exposure by a factor of 3 with the random error of 46%. Area under the curve was 0.87 (95% CI 0.67-1) utilizing self-report for identifying players from high- and low-exposure groups. Thus, in this study, self-reported data could be used to group youth players into high and low heading exposure groups, but not to quantify individual heading exposure.
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Affiliation(s)
- Stian B Sandmo
- Oslo Sports Trauma Research Center, Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, Norway.,Faculty of Medicine, University of Oslo, Oslo, Norway.,Department of Neurology, Drammen Hospital, Vestre Viken Hospital Trust, Drammen, Norway
| | - Jolien Gooijers
- Movement Control and Neuroplasticity Research Group, Department of Movement Sciences, Biomedical Sciences, KU Leuven, Leuven, Belgium.,LBI - KU Leuven Brain Institute, KU Leuven, Leuven, Belgium
| | - Caroline Seer
- Movement Control and Neuroplasticity Research Group, Department of Movement Sciences, Biomedical Sciences, KU Leuven, Leuven, Belgium.,LBI - KU Leuven Brain Institute, KU Leuven, Leuven, Belgium
| | - David Kaufmann
- cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatic, and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany.,Department of Radiology, Charité Universitätsmedizin, Berlin, Germany
| | - Roald Bahr
- Oslo Sports Trauma Research Center, Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, Norway
| | - Ofer Pasternak
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.,Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Michael L Lipton
- Departments of Radiology, Psychiatry and Behavioral Sciences and the Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, USA
| | - Yorghos Tripodis
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Inga K Koerte
- cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatic, and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany.,Department of Psychiatry, Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
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33
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Abstract
As awareness on the short-term and long-term consequences of sports-related concussions and repetitive head impacts continues to grow, so too does the necessity to establish biomechanical measures of risk that inform public policy and risk mitigation strategies. A more precise exposure metric is central to establishing relationships among the traumatic experience, risk, and ultimately clinical outcomes. Accurate exposure metrics provide a means to support evidence-informed decisions accelerating public policy mandating brain trauma management through sport modification and safer play.
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Affiliation(s)
- Clara Karton
- Neurotrauma Impact Science Laboratory, University of Ottawa, A106-200 Lees Avenue, Ottawa, ON K1N 6N5, Canada.
| | - Thomas Blaine Hoshizaki
- Neurotrauma Impact Science Laboratory, University of Ottawa, A106-200 Lees Avenue, Ottawa, ON K1N 6N5, Canada
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34
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Abstract
This article focuses on 3 concepts that continue to be investigated in the search for the holy grail of concussion-a valid diagnostic test. Imaging advances are discussed with optimism that functional MRI and diffusion tensor imaging may be available clinically. Biomarkers and the use of genetic tests are covered. Sideline accelerometer use may help steer discussions of head trauma risk once technology exists to accurately estimate acceleration of the brain. In the meantime, strategies including allowing athletes to be substituted out of games for an evaluation and video review in elite sports can improve recognition of sports-related concussion.
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Affiliation(s)
- Hamish Kerr
- Sports Medicine, Department of Medicine, Albany Medical College, 1019 New Loudon Road, Cohoes, NY 12047, USA.
| | - Bjørn Bakken
- Department of Medicine, Albany Medical Center, 1019 New Loudon Road, Cohoes, NY 12047, USA
| | - Gregory House
- Department of Family and Community Medicine, Albany Medical Center, 391 Myrtle Avenue, Albany, NY 12208, USA
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35
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Do Head Injury Biomechanics Predict Concussion Clinical Recovery in College American Football Players? Ann Biomed Eng 2020; 48:2555-2565. [PMID: 33136240 DOI: 10.1007/s10439-020-02658-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Accepted: 10/08/2020] [Indexed: 10/23/2022]
Abstract
Identifying the associations between head impact biomechanics and clinical recovery may inform better head impact monitoring procedures and identify athletes who may benefit from early treatments aimed to enhance recovery. The purpose of this study was to test whether head injury biomechanics are associated with clinical recovery of symptom severity, balance, and mental status, as well as symptom resolution time (SRT) and return-to-participation (RTP) time. We studied 45 college American football players (n = 51 concussions) who sustained an incident concussion while participating in a multi-site study. Player race/ethnicity, prior concussion, medical history, position, body mass index, event type, and impact location were covariates in our multivariable analyses. Multivariable negative binomial regression models analyzed associations between our study outcomes and (1) injury-causing linear and rotational head impact severity, (2) season repetitive head impact exposure (RHIE), and (3) injury day RHIE. Median SRT was 6.1 days (IQR 5.8 days, n = 45) and median RTP time was 12.3 days (IQR 7.8 days, n = 36) across our study sample. RTP time was 86% (Ratio 1.86, 95% CI [1.05, 3.28]) longer in athletes with a concussion history. Offensive players had SRTs 49% shorter than defensive players (Ratio 0.51, 95% CI [0.29, 0.92]). Per-unit increases in season RHIE were associated with 22% longer SRT (Ratio 1.22, 95% CI [1.09, 1.36]) but 28% shorter RTP time (Ratio 0.72, 95% CI [0.56, 0.93]). No other head injury biomechanics predicted injury recovery.
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36
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Reyes J, Willmott C, McIntosh A, Howard TS, Clifton P, Makdissi M, Harcourt P, Cameron P, Rosenfeld JV, Nguyen JVK, Mitra B. The potential of head acceleration measurement to augment current best practice in concussion screening in professional Australian football players. Phys Ther Sport 2020; 43:210-216. [PMID: 32248080 DOI: 10.1016/j.ptsp.2020.03.007] [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: 02/17/2020] [Revised: 03/23/2020] [Accepted: 03/23/2020] [Indexed: 11/17/2022]
Abstract
OBJECTIVE To explore the potential utility of head acceleration event (HAE) measurements to augment identification of players for further concussion screening in non-helmeted contact sport. DESIGN Prospective observational pilot study. PARTICIPANTS 210 (118 female) professional Australian football players in 2017 season. METHODS Players wore the X-Patch® accelerometer for one match each with data collected across 14 matches. Players with HAEs above thresholds associated with concussion, 95 g (males) or 85.5 g (females), were compared to players identified to have suspected concussion by club personnel during the inspected matches. Video review of matches was undertaken by a physician blinded to HAEs to identify players with concussive signs. RESULTS Among 26 players (50% female) with HAEs above threshold, two players were screened for concussion. Of the remaining 24 players, nine were not visible on video at the HAE time, six sustained verifiable head impacts, and nine sustained verifiable body impacts with no head impacts. Among 184 players with HAEs below threshold, five players were screened. CONCLUSION Players were identified to have head impacts and suspected concussion in the absence of HAEs above threshold. Use of X-Patch® was not sufficiently reliable for identifying players for further concussion screening in professional Australian football. Video review of head impacts remains essential in concussion screening.
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Affiliation(s)
- Jonathan Reyes
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton Campus, Melbourne, Australia.
| | - Catherine Willmott
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton Campus, Melbourne, Australia; Monash-Epworth Rehabilitation Research Centre, Epworth Hospital, Melbourne, Australia.
| | - Andrew McIntosh
- School of Engineering and Australian Collaboration for Research into Injury in Sport and its Prevention, Edith Cowan University, Joondalup, Australia; Monash University Accident Research Centre, Monash University, Melbourne, Australia.
| | - Teresa S Howard
- National Trauma Research Institute, The Alfred Hospital, Melbourne, Australia; Department of Surgery, Monash University, Melbourne, Australia.
| | | | - Michael Makdissi
- Florey Institute of Neuroscience and Mental Health, Austin Campus, Melbourne Brain Centre, Heidelberg, Victoria, Australia; Olympic Park Sports Medicine Centre, Melbourne, Victoria, Australia.
| | | | - Peter Cameron
- National Trauma Research Institute, The Alfred Hospital, Melbourne, Australia; Emergency & Trauma Centre, The Alfred Hospital, Australia; Department of Epidemiology & Preventive Medicine, Monash University, Australia.
| | - Jeffrey V Rosenfeld
- Department of Surgery, Monash University, Melbourne, Australia; Department of Neurosurgery, The Alfred Hospital, Australia; Department of Surgery, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, USA.
| | - Jack V K Nguyen
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton Campus, Melbourne, Australia.
| | - Biswadev Mitra
- National Trauma Research Institute, The Alfred Hospital, Melbourne, Australia; Emergency & Trauma Centre, The Alfred Hospital, Australia; Department of Epidemiology & Preventive Medicine, Monash University, Australia.
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37
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Affiliation(s)
- Breton M Asken
- Department of Clinical and Health Psychology, University of Florida, Gainesville.,Division of Clinical Psychology, Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, Rhode Island
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38
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STEMPER BRIAND, SHAH ALOKS, MIHALIK JASONP, HAREZLAK JAROSLAW, ROWSON STEVEN, DUMA STEFAN, RIGGEN LARRYD, BROOKS ALISON, CAMERON KENNETHL, GIZA CHRISTOPHERC, GOLDMAN JOSHUA, HOUSTON MEGANN, JACKSON JONATHAN, MCGINTY GERALD, BROGLIO STEVENP, MCALLISTER THOMASW, MCCREA MICHAEL. Head Impact Exposure in College Football after a Reduction in Preseason Practices. Med Sci Sports Exerc 2020; 52:1629-1638. [DOI: 10.1249/mss.0000000000002283] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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39
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A novel repetitive head impact exposure measurement tool differentiates player position in National Football League. Sci Rep 2020; 10:1200. [PMID: 31992719 PMCID: PMC6987098 DOI: 10.1038/s41598-019-54874-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Accepted: 11/18/2019] [Indexed: 01/05/2023] Open
Abstract
American-style football participation poses a high risk of repetitive head impact (RHI) exposure leading to acute and chronic brain injury. The complex nature of symptom expression, human predisposition, and neurological consequences of RHI limits our understanding of what constitutes as an injurious impact affecting the integrity of brain tissue. Video footage of professional football games was reviewed and documentation made of all head contact. Frequency of impact, tissue strain magnitude, and time interval between impacts was used to quantify RHI exposure, specific to player field position. Differences in exposure characteristics were found between eight different positions; where three unique profiles can be observed. Exposure profiles provide interpretation of the relationship between the traumatic event(s) and how tissue injury is manifested and expressed. This study illustrates and captures an objective measurement of RHI on the field, a critical component in guiding public policy and guidelines for managing exposure.
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40
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Sensitivity analysis of muscle properties and impact parameters on head injury risk in American football. J Biomech 2020; 100:109411. [PMID: 31982110 DOI: 10.1016/j.jbiomech.2019.109411] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2018] [Revised: 09/10/2019] [Accepted: 10/06/2019] [Indexed: 12/28/2022]
Abstract
Head injuries frequently occur in American football and other contact sports. Uncertainty on the effects of cervical muscle properties on head injury risk may be due to the limitations of previous observational studies. This simulation study employs a musculoskeletal model of the head and neck to investigate the effect of several factors related to head injury metrics in American Football. These factors include isometric muscle strength, the eccentric multiplier (which is related to the athlete's ability to apply greater muscle force during eccentric contractions), posture, muscle activation patterns, and impact properties. Impact properties were based on the literature and tuned to reproduce peak linear and rotational accelerations of the skull. We hypothesized that active neck muscles significantly reduce head injury metrics. We systematically altered each model parameter to test our hypothesis. We then determined which model parameters affect head injury metrics the most. The results of this study indicate that active neck muscles have a statistically significant effect on head injury metrics. Increasing muscle strength and eccentric multiplier also resulted in a statistically significant reduction of head injury metrics. However, posture prior to impact had a much stronger effect than any other factor on head injury metrics. A comprehensive approach to athlete training protocols is recommended, including exercises aimed at increasing eccentric muscle strength and preparation for impacts. Future studies should investigate how targeted muscle strengthening and impact training (i.e. activation patterns and posture) modifies risk.
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41
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Zvejniece L, Stelfa G, Vavers E, Kupats E, Kuka J, Svalbe B, Zvejniece B, Albert-Weissenberger C, Sirén AL, Plesnila N, Dambrova M. Skull Fractures Induce Neuroinflammation and Worsen Outcomes after Closed Head Injury in Mice. J Neurotrauma 2019; 37:295-304. [PMID: 31441378 PMCID: PMC6964812 DOI: 10.1089/neu.2019.6524] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
The weight-drop model is used widely to replicate closed-head injuries in mice; however, the histopathological and functional outcomes may vary significantly between laboratories. Because skull fractures are reported to occur in this model, we aimed to evaluate whether these breaks may influence the variability of the weight-drop (WD) model. Male Swiss Webster mice underwent WD injury with either a 2 or 5 mm cone tip, and behavior was assessed at 2 h and 24 h thereafter using the neurological severity score. The expression of interleukin (IL)-6, IL-1β, tumor necrosis factor-α, matrix metalloproteinase-9, and tissue inhibitor of metalloproteinase-1 genes was measured at 12 h and 1, 3, and 14 days after injury. Before the injury, micro-computed tomography (micro-CT) was performed to quantify skull thickness at the impact site. With a conventional tip diameter of 2 mm, 33% of mice showed fractures of the parietal bone; the 5 mm tip produced only 10% fractures. Compared with mice without fractures, mice with fractures had a severity-dependent worse functional outcome and a more pronounced upregulation of inflammatory genes in the brain. Older mice were associated with thicker parietal bones and were less prone to skull fractures. In addition, mice that underwent traumatic brain injury (TBI) with skull fracture had macroscopic brain damage because of skull depression. Skull fractures explain a considerable proportion of the variability observed in the WD model in mice—i.e., mice with skull fractures have a much stronger inflammatory response than do mice without fractures. Using older mice with thicker skull bones and an impact cone with a larger diameter reduces the rate of skull fractures and the variability in this very useful closed-head TBI model.
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Affiliation(s)
- Liga Zvejniece
- Latvian Institute of Organic Synthesis, Riga, Latvia
- Address correspondence to: Liga Zvejniece, MD, PhD, Latvian Institute of Organic Synthesis, Aizkraukles 21, LV-1006, Riga, Latvia
| | - Gundega Stelfa
- Latvian Institute of Organic Synthesis, Riga, Latvia
- Latvia University of Life Sciences and Technologies, Jelgava, Latvia
| | - Edijs Vavers
- Latvian Institute of Organic Synthesis, Riga, Latvia
| | - Einars Kupats
- Latvian Institute of Organic Synthesis, Riga, Latvia
- Riga Stradins University, Riga, Latvia
| | - Janis Kuka
- Latvian Institute of Organic Synthesis, Riga, Latvia
| | - Baiba Svalbe
- Latvian Institute of Organic Synthesis, Riga, Latvia
| | - Baiba Zvejniece
- Latvian Institute of Organic Synthesis, Riga, Latvia
- University of Latvia, Riga, Latvia
| | | | - Anna-Leena Sirén
- Department of Neurosurgery, University Hospital Würzburg, Würzburg, Germany
| | - Nikolaus Plesnila
- University of Munich, Institute for Stroke and Dementia Research, Munich, Germany
| | - Maija Dambrova
- Latvian Institute of Organic Synthesis, Riga, Latvia
- Riga Stradins University, Riga, Latvia
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Repetitive Head Impact Exposure in College Football Following an NCAA Rule Change to Eliminate Two-A-Day Preseason Practices: A Study from the NCAA-DoD CARE Consortium. Ann Biomed Eng 2019; 47:2073-2085. [PMID: 31388849 PMCID: PMC6785580 DOI: 10.1007/s10439-019-02335-9] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Accepted: 07/27/2019] [Indexed: 02/07/2023]
Abstract
Repetitive head impact exposure sustained by athletes of contact sports has been hypothesized to be a mechanism for concussion and a possible explanation for the high degree of variability in sport-related concussion biomechanics. In an attempt to limit repetitive head impact exposure during the football preseason, the NCAA eliminated two-a-day practices in 2017, while maintaining the total number of team practice sessions. The objective of this study was to quantify head impact exposure during the preseason and regular season in Division I college football athletes to determine whether the 2017 NCAA ruling decreased head impact exposure. 342 unique athletes from five NCAA Division I Football Bowl Subdivision (FBS) programs were consented and enrolled. Head impacts were recorded using the Head Impact Telemetry (HIT) System during the entire fall preseasons and regular seasons in 2016 and 2017. Despite the elimination of two-a-day practices, the number of preseason contact days increased in 2017, with an increase in average hourly impact exposure (i.e., contact intensity), resulting in a significant increase in total head impact burden (+ 26%) for the 2017 preseason. This finding would indicate that the 2017 NCAA ruling was not effective at reducing the head impact burden during the football preseason. Additionally, athletes sustained a significantly higher number of recorded head impacts per week (+ 40%) during the preseason than the regular season, implicating the preseason as a time of elevated repetitive head impact burden. With increased recognition of a possible association between repetitive head impact exposure and concussion, increased preseason exposure may predispose certain athletes to a higher risk of concussion during the preseason and regular season. Accordingly, efforts at reducing concussion incidence in contact sports should include a reduction in overall head impact exposure.
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Rowson S, Campolettano ET, Duma SM, Stemper B, Shah A, Harezlak J, Riggen L, Mihalik JP, Guskiewicz KM, Giza C, Brooks A, Cameron K, McAllister T, Broglio SP, McCrea M. Accounting for Variance in Concussion Tolerance Between Individuals: Comparing Head Accelerations Between Concussed and Physically Matched Control Subjects. Ann Biomed Eng 2019; 47:2048-2056. [PMID: 31342336 PMCID: PMC6785592 DOI: 10.1007/s10439-019-02329-7] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Accepted: 07/17/2019] [Indexed: 11/22/2022]
Abstract
Researchers have been collecting head impact data from instrumented football players to characterize the biomechanics of concussion for the past 15 years, yet the link between biomechanical input and clinical outcome is still not well understood. We have previously shown that even though concussive biomechanics might be unremarkable in large datasets of head impacts, the impacts causing injury are of high magnitude for the concussed individuals relative to their impact history. This finding suggests a need to account for differences in tolerance at the individual level. In this study, we identified control subjects for our concussed subjects who demonstrated traits we believed were correlated to factors thought to affect injury tolerance, including height, mass, age, race, and concussion history. A total of 502 college football players were instrumented with helmet-mounted accelerometer arrays and provided complete baseline assessment data, 44 of which sustained a total of 49 concussion. Biomechanical measures quantifying impact frequency and acceleration magnitude were compared between groups. On average, we found that concussed subjects experienced 93.8 more head impacts (p = 0.0031), 10.2 more high magnitude impacts (p = 0.0157), and 1.9 × greater risk-weighted exposure (p = 0.0175) than their physically matched controls. This finding provides further evidence that head impact data need to be considered at the individual level and that cohort wide assessments may be of little value in the context of concussion.
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Affiliation(s)
- Steven Rowson
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, USA.
| | - Eamon T Campolettano
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, USA
| | - Stefan M Duma
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, USA
| | - Brian Stemper
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Alok Shah
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Jaroslaw Harezlak
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health, Bloomington, IN, USA
| | - Larry Riggen
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health, Bloomington, IN, USA
| | - Jason P Mihalik
- Department of Exercise and Sport Science, Matthew Gfeller Sport-Related Traumatic Brain Injury Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kevin M Guskiewicz
- Department of Exercise and Sport Science, Matthew Gfeller Sport-Related Traumatic Brain Injury Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Christopher Giza
- Departments of Neurosurgery and Pediatrics, UCLA Steve Tisch BrainSPORT Program, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Alison Brooks
- Department of Orthopedics, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Kenneth Cameron
- John A. Feagin Jr. Sports Medicine Fellowship, Keller Army Hospital, United States Military Academy, West Point, NY, USA
| | - Thomas McAllister
- Department of Psychiatry, Indiana School of Medicine, Indianapolis, IN, USA
| | - Steven P Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA
| | - Michael McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
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Nevins D, Hildenbrand K, Vasavada A, Kensrud J, Smith L. In-Game Head Impact Exposure of Male and Female High School Soccer Players. ACTA ACUST UNITED AC 2019. [DOI: 10.3928/19425864-20180802-02] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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45
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Sayre HD, Bradney DA, Breedlove KM, Bowman TG. Concussive Head Impact Biomechanics in Women's Lacrosse and Soccer Athletes: A Case Series. ACTA ACUST UNITED AC 2019. [DOI: 10.3928/19425864-20190228-01] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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46
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Leeds DD, D'Lauro C, Johnson BR. Predictive Power of Head Impact Intensity Measures for Recognition Memory Performance. Mil Med 2019; 184:206-217. [PMID: 30901472 DOI: 10.1093/milmed/usy415] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Revised: 10/25/2018] [Indexed: 11/14/2022] Open
Abstract
Subconcussive head injuries are connected to both short-term cognitive changes and long-term neurodegeneration. Further study is required to understand what types of subconcussive impacts might prove detrimental to cognition. We studied cadets at the US Air Force Academy engaged in boxing and physical development, measuring head impact motions during exercise with accelerometers. These head impact measures were compared with post-exercise memory performance. Investigators explored multiple techniques for characterizing the magnitude of head impacts. Boxers received more head impacts and achieved lower performance in post-exercise memory than non-boxers. For several measures of impact motion, impact intensity appeared to set an upper bound on post-exercise memory performance - stronger impacts led to lower expected memory performance. This trend was most significant when impact intensity was measured through a novel technique, applying principal component analysis to boxer motion. Principal component analysis measures also captured more distinct impact information than seven traditional impact measures also tested.
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Affiliation(s)
- Daniel D Leeds
- Computer and Information Sciences Department, Fordham University, John Mulcahy Hall - Room 340, 441 East Fordham Road, Bronx, NY
| | - Christopher D'Lauro
- United States Air Force Academy, Department of Behavioral Science and Leadership, 2354 Fairchild Drive, Suite 5L60, USAF Academy, CO
| | - Brian R Johnson
- Walter Reed Army Institute of Research, Center for Military Psychiatry and Neuroscience, 503 Robert Grant Ave, Silver Spring, MD
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47
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Abstract
Sport-related concussion (SRC) is a common injury in recreational and organized sport. Over the past 30 years, there has been significant progress in our scientific understanding of SRC, which in turn has driven the development of clinical guidelines for diagnosis, assessment, and management of SRC. In addition to a growing need for knowledgeable health care professionals to provide evidence-based care for athletes with SRC, media attention and legislation have created awareness and, in some cases, fear about many issues and unknowns surrounding SRC. The American Medical Society for Sports Medicine formed a writing group to review the existing literature on SRC, update its previous position statement, and address current evidence and knowledge gaps regarding SRC. The absence of definitive outcomes-based data is challenging and requires relying on the best available evidence integrated with clinical experience and patient values. This statement reviews the definition, pathophysiology, and epidemiology of SRC, the diagnosis and management of both acute and persistent concussion symptoms, the short- and long-term risks of SRC and repetitive head impact exposure, SRC prevention strategies, and potential future directions for SRC research. The American Medical Society for Sports Medicine is committed to best clinical practices, evidence-based research, and educational initiatives that positively impact the health and safety of athletes.
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48
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Harmon KG, Clugston JR, Dec K, Hainline B, Herring S, Kane SF, Kontos AP, Leddy JJ, McCrea M, Poddar SK, Putukian M, Wilson JC, Roberts WO. American Medical Society for Sports Medicine position statement on concussion in sport. Br J Sports Med 2019; 53:213-225. [DOI: 10.1136/bjsports-2018-100338] [Citation(s) in RCA: 217] [Impact Index Per Article: 43.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/26/2018] [Indexed: 12/14/2022]
Abstract
Sport-related concussion (SRC) is a common injury in recreational and organised sport. Over the past 30 years, there has been significant progress in our scientific understanding of SRC, which in turn has driven the development of clinical guidelines for diagnosis, assessment and management of SRC. In addition to a growing need for knowledgeable healthcare professionals to provide evidence-based care for athletes with SRC, media attention and legislation have created awareness and, in some cases, fear about many issues and unknowns surrounding SRC. The American Medical Society for Sports Medicine (AMSSM) formed a writing group to review the existing literature on SRC, update its previous position statement, and to address current evidence and knowledge gaps regarding SRC. The absence of definitive outcomes-based data is challenging and requires relying on the best available evidence integrated with clinical experience and patient values. This statement reviews the definition, pathophysiology and epidemiology of SRC, the diagnosis and management of both acute and persistent concussion symptoms, the short-term and long-term risks of SRC and repetitive head impact exposure, SRC prevention strategies, and potential future directions for SRC research. The AMSSM is committed to best clinical practices, evidence-based research and educational initiatives that positively impact the health and safety of athletes.
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49
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Smith AM, Alford PA, Aubry M, Benson B, Black A, Brooks A, Burke C, D’Arcy R, Dodick D, Eaves M, Eickhoff C, Erredge K, Farrell K, Finnoff J, Fraser DD, Giza C, Greenwald RM, Hanzel M, Hoshizaki B, Huston J, Jorgenson J, Joyner M, Krause D, LaVoi N, Leaf M, Leddy J, Leopold J, Margarucci K, Margulies S, Mihalik J, Munce T, Oeur A, Podein S, Prideaux C, Roberts WO, Shen F, Soma D, Tabrum M, Stuart MB, Wethe J, Whitehead JR, Wiese-Bjornstal D, Stuart MJ. Proceedings from the Ice Hockey Summit III: Action on Concussion. EXERCISE MEDICINE 2019. [DOI: 10.26644/em.2019.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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50
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Smith AM, Alford PA, Aubry M, Benson B, Black A, Brooks A, Burke C, D'Arcy R, Dodick D, Eaves M, Eickhoff C, Erredge K, Farrell K, Finnoff J, Fraser DD, Giza C, Greenwald RM, Hoshizaki B, Huston J, Jorgensen J, Joyner M, Krause D, LaVoi N, Leaf M, Leddy J, Margarucci K, Margulies S, Mihalik J, Munce T, Oeur A, Prideaux C, Roberts WO, Shen F, Soma D, Tabrum M, Stuart MB, Wethe J, Whitehead JR, Wiese-Bjornstal D, Stuart MJ. Proceedings from the Ice Hockey Summit III: Action on Concussion. Curr Sports Med Rep 2019; 18:23-34. [PMID: 30624332 DOI: 10.1249/jsr.0000000000000557] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The Ice Hockey Summit III provided updated scientific evidence on concussions in hockey to inform these five objectives: 1) describe sport-related concussion (SRC) epidemiology, 2) classify prevention strategies, 3) define objective, diagnostic tests, 4) identify treatment, and 5) integrate science and clinical care into prioritized action plans and policy. Our action plan evolved from 40 scientific presentations. The 155 attendees (physicians, athletic trainers, physical therapists, nurses, neuropsychologists, scientists, engineers, coaches, and officials) voted to prioritize these action items in the final Summit session. 1) Establish a national and international hockey data base for SRC at all levels, 2) eliminate body checking in Bantam youth hockey games, 3) expand a behavior modification program (Fair Play) to all youth hockey levels, 4) enforce game ejection penalties for fighting in Junior A and professional hockey leagues, 5) establish objective tests to diagnose concussion at point of care (POC), and 6) mandate baseline testing to improve concussion diagnosis for all age groups. Expedient implementation of the Summit III prioritized action items is necessary to reduce the risk, severity, and consequences of concussion in the sport of ice hockey.
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Affiliation(s)
- Aynsley M Smith
- Sports Medicine, Department of Physical Medicine Rehabilitation, Mayo Clinic, Rochester, MN
| | - Patrick A Alford
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN
| | - Mark Aubry
- Sports Medicine, Ottawa Sports Medicine Center, Ottawa, ON, Canada
| | - Brian Benson
- Faculty of Kinesiology, Department of Clinical Neurosciences, Department of Family Medicine, University of Calgary, Calgary, AB, Canada
| | - Amanda Black
- Sport Injury Prevention Research Centre and the Integrated Concussion Research Program at the University of Calgary, Calgary, AB, Canada
| | - Alison Brooks
- Department of Orthopedics and Rehabilitation, University of Wisconsin - Madison, Madison, WI
| | - Charles Burke
- Department of Orthopedics, Burke & Bradley Orthopedics, UPMC St. Margaret, Pittsburgh, PA
| | - Ryan D'Arcy
- School of Computing Science, School of Engineering Science, Simon Frasier University, Surrey, BC, Canada
| | - David Dodick
- Department of Neurology, Mayo Clinic, Rochester, MN
| | | | - Chad Eickhoff
- Sports Medicine, Department of Physical Medicine Rehabilitation, Mayo Clinic, Rochester, MN
| | - Kristen Erredge
- Sports Medicine, Department of Physical Medicine Rehabilitation, Mayo Clinic, Rochester, MN
| | - Kyle Farrell
- Sports Medicine, Department of Physical Medicine Rehabilitation, Mayo Clinic, Rochester, MN
| | - Jonathon Finnoff
- Sports Medicine, Department of Physical Medicine Rehabilitation, Mayo Clinic, Rochester, MN
| | - Douglas D Fraser
- Department of Pediatrics, Department of Physiology/Pharmacology and Clinical Neurosciences, University of Western Ontario, London, ON, Canada
| | - Christopher Giza
- Department of Pediatrics, University of California-Los Angeles, Los Angeles, CA
| | - Richard M Greenwald
- Simbex, Lebanon, NH.,Thayer School of Engineering, Dartmouth College, Hanover, NH
| | - Blaine Hoshizaki
- Neurotrauma Impact Science Laboratory, School of Human Kinetics, University of Ottawa, Ottawa, ON, Canada
| | - John Huston
- Department of Radiology, Mayo Clinic, Rochester, MN
| | - Janelle Jorgensen
- Sports Medicine, Department of Physical Medicine Rehabilitation, Mayo Clinic, Rochester, MN
| | - Michael Joyner
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, MN
| | - David Krause
- Sports Medicine, Department of Physical Medicine Rehabilitation, Mayo Clinic, Rochester, MN
| | - Nicole LaVoi
- School of Kinesiology, University of Minnesota, Minneapolis, MN
| | | | - John Leddy
- Department of Orthopedics, Jacobs School of Medicine and Biomedical Science, University of Buffalo, Buffalo, NY
| | | | - Susan Margulies
- Wallace Coulter Department of Biomedical Engineering, Emory University, Atlanta, GA.,Georgia Institute of Technology, Atlanta, GA
| | - Jason Mihalik
- Department of Exercise and Sports Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Thayne Munce
- Sanford Sports Science Institution, Sanford Medical South Dakota, Sioux Falls, SD
| | - Anna Oeur
- Wallace Coulter Department of Biomedical Engineering, Emory University, Atlanta, GA
| | - Cara Prideaux
- Sports Medicine, Department of Physical Medicine Rehabilitation, Mayo Clinic, Rochester, MN
| | - William O Roberts
- Department of Family Medicine and Community Health, University of Minnesota, Minneapolis, MN
| | - Francis Shen
- University of Minnesota Law School, Minneapolis, MN
| | - David Soma
- Department of Pediatric and Adolescent Medicine, Sports Medicine, Mayo Clinic, Rochester, MN
| | | | - Michael B Stuart
- Department of Orthopedic Surgery, Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, MN
| | - Jennifer Wethe
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN
| | | | | | - Michael J Stuart
- Department of Orthopedic Surgery, Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, MN
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