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Allan D, Tooby J, Starling L, Tucker R, Falvey ÉC, Salmon DM, Brown J, Hudson S, Stokes KA, Jones B, Kemp SPT, O'Halloran P, Cross M, Tierney G. Player and match characteristics associated with head acceleration events in elite-level men's and women's rugby union matches. BMJ Open Sport Exerc Med 2024; 10:e001954. [PMID: 39381414 PMCID: PMC11459297 DOI: 10.1136/bmjsem-2024-001954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 09/13/2024] [Indexed: 10/10/2024] Open
Abstract
Objective To examine the likelihood of head acceleration events (HAEs) as a function of previously identified risk factors: match time, player status (starter or substitute) and pitch location in elite-level men's and women's rugby union matches. Methods Instrumented mouthguard data were collected from 179 and 107 players in the men's and women's games and synchronised to video-coded match footage. Head peak resultant linear acceleration (PLA) and peak resultant angular acceleration were extracted from each HAE. Field location was determined for HAEs linked to a tackle, carry or ruck. HAE incidence was calculated per player hour across PLA recording thresholds with 95% CIs estimated. Propensity was calculated as the percentage of contact events that caused HAEs across PLA recording thresholds, with a 95% CI estimated. Significance was assessed by non-overlapping 95% CIs. Results 29 099 and 6277 HAEs were collected from 1214 and 577 player-matches in the men's and women's games. No significant differences in match quarter HAE incidence or propensity were found. Substitutes had higher HAE incidence than starters at lower PLA recording thresholds for men but similar HAE propensity. HAEs were more likely to occur in field locations with high contact event occurrence. Conclusion Strategies to reduce HAE incidence need not consider match time or status as a substitute or starter as HAE rates are similar throughout matches, without differences in propensity between starters and substitutes. HAE incidence is proportional to contact frequency, and strategies that reduce either frequency or propensity for contact to cause head contact may be explored.
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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, Leeds Beckett University, Leeds, UK
| | - Lindsay Starling
- World Rugby Limited, Dublin, Ireland
- UK Collaborating Centre on Injury and Illness Prevention in Sport (UKCCIIS), University of Bath, Bath, UK
| | - Ross Tucker
- World Rugby Limited, Dublin, Ireland
- Institute of Sport and Exercise Medicine, University of Stellenbosch, Stellenbosch, South Africa
| | - Éanna C Falvey
- World Rugby Limited, Dublin, Ireland
- School of Medicine & Health, University College Cork, Cork, Ireland
| | | | - James Brown
- Carnegie Applied Rugby Research (CARR) centre, Leeds Beckett University, Leeds, UK
- Department of Exercise, Sport and Lifestyle Medicine, Stellenbosch University, Cape Town, South Africa
- 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
| | - Sam Hudson
- UK Collaborating Centre on Injury and Illness Prevention in Sport (UKCCIIS), University of Bath, Bath, UK
| | - Keith A 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, Leeds Beckett University, Leeds, UK
- 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
- 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
| | - Simon P T 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, 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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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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Hack L, Singh B, Binkofski F, Helmich I. Repetitive Subconcussive Head Impacts in Sports and Their Impact on Brain Anatomy and Function: A Systematic Review. Int J Sports Med 2024; 45:871-883. [PMID: 38857880 DOI: 10.1055/a-2342-3604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2024]
Abstract
Repetitive subconcussive head impacts occur regularly in sports. However, the exact relationship between their biomechanical properties and their consequences on brain structure and function has not been clarified yet. We therefore reviewed prospective cohort studies that objectively reported the biomechanical characteristics of repetitive subconcussive head impacts and their impact on brain anatomy and function. Only studies with a pre- to post-measurement design were included. Twenty-four studies met the inclusion criteria. Structural white matter alterations, such as reduced fractional anisotropy and an increase in mean diffusivity values, seem to be evident in athletes exposed to repetitive subconcussive head impacts exceeding 10 g. Such changes are observable after only one season of play. Furthermore, a dose-response relationship exists between white matter abnormalities and the total number of subconcussive head impacts. However, functional changes after repetitive subconcussive head impacts remain inconclusive. We therefore conclude that repetitive subconcussive head impacts induce structural changes, but thus far without overt functional changes.
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Affiliation(s)
- Lukas Hack
- Department of Motor Behavior in Sports, German Sport University Cologne, Koln, Germany
- Department of Human Movement Science, University of Hamburg, Hamburg, Germany
| | - Bhagyashree Singh
- Department of Motor Behavior in Sports, German Sport University Cologne, Koln, Germany
| | - Ferdinand Binkofski
- Clinical Cognitive Sciences, University Hospital RWTH Aachen, Aachen , Germany
| | - Ingo Helmich
- Department of Motor Behavior in Sports, German Sport University Cologne, Koln, Germany
- Department of Exercise and Sport Studies, Smith College, Northampton, United States
- Department of Neurology, Psychosomatic Medicine and Psychiatry, German Sport University Cologne, Koln, Germany
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Willman J, Kurian AL, Lucke-Wold B. Mechanisms of vascular injury in neurotrauma: A critical review of the literature. World J Meta-Anal 2024; 12:95417. [DOI: 10.13105/wjma.v12.i3.95417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 07/20/2024] [Accepted: 07/29/2024] [Indexed: 09/13/2024] Open
Abstract
One in every two individuals will experience a traumatic brain injury in their lifetime with significant impacts on the global economy and healthcare system each year. Neurovascular injury is a key aspect of neurotrauma to both the brain and the spinal cord and an important avenue of current and future research seeking innovative therapies. In this paper, we discuss primary and secondary neurotrauma, mechanisms of injury, the glymphatic system, repair and recovery. Each of these topics are directly connected to the vasculature of the central nervous system, affecting severity of injury and recovery. Consequently, neurovascular injury in trauma represents a promising target for future therapeutics and innovation.
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Affiliation(s)
- Jonathan Willman
- College of Medicine, University of Florida, Gainesville, FL 32610, United States
| | - Annu Lisa Kurian
- College of Medicine, Florida State University, Tallahassee, FL 32304, United States
| | - Brandon Lucke-Wold
- Department of Neurosurgery, University of Florida, Gainesville, FL 32611, United States
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Forbes WO, Dufek JS. The Influence of Induced Head Acceleration on Lower-Extremity Biomechanics during a Cutting Task. SENSORS (BASEL, SWITZERLAND) 2024; 24:5032. [PMID: 39124078 PMCID: PMC11315045 DOI: 10.3390/s24155032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 07/31/2024] [Accepted: 08/01/2024] [Indexed: 08/12/2024]
Abstract
Sports-related concussions are caused by one substantial impact or several smaller-magnitude impacts to the head or body that lead to an acceleration of the head, causing shaking of the brain. Athletes with a history of sports-related concussion demonstrate lower-extremity biomechanics during landing tasks that are conducive to elevated injury risk. However, the effect of head acceleration on lower-extremity biomechanics during landing tasks is unknown. Twenty participants were evenly separated into a vertical hopping group and a lateral hopping group. Participants performed several land-and-cut maneuvers before and after a hopping intervention. Vertical head acceleration (g) was measured via an accelerometer during the hopping interventions. Comparisons in head acceleration during the hopping tasks were made between groups. Additionally, kinematic and kinetic variables were compared pre- and post-intervention within groups as well as post-intervention between groups. The vertical hopping group demonstrated greater vertical head acceleration compared to the lateral hopping group (p = 0.04). Additionally, the vertical hopping group demonstrated greater knee abduction angles during landing post-intervention compared to the lateral hopping group (p < 0.000). Inducing head acceleration via continuous hopping had an influence on lower-extremity biomechanics during a landing task.
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Affiliation(s)
- Warren O. Forbes
- Kinesiology Department, California State University San Bernardino, San Bernardino, CA 92407, USA
| | - Janet S. Dufek
- Department of Kinesiology and Nutrition Sciences, University of Nevada Las Vegas, Las Vegas, NV 89154, USA;
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Woodward J, Tooby J, Tucker R, Falvey ÉC, Salmon DM, Starling L, Tierney G. Instrumented mouthguards in elite-level men's and women's rugby union: characterising tackle-based head acceleration events. BMJ Open Sport Exerc Med 2024; 10:e002013. [PMID: 39104376 PMCID: PMC11298745 DOI: 10.1136/bmjsem-2024-002013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/15/2024] [Indexed: 08/07/2024] Open
Abstract
Objectives To examine the propensity of tackle height and the number of tacklers that result in head acceleration events (HAEs) in elite-level male and female rugby tackles. Methods Instrumented mouthguard data were collected from women (n=67) and men (n=72) elite-level rugby players from five elite and three international teams. Peak linear acceleration and peak angular acceleration were extracted from HAEs. Propensities for HAEs at a range of thresholds were calculated as the proportion of tackles/carries that resulted in an HAE exceeding a given magnitude for coded tackle height (low, medium, high) and number of tacklers. Propensity ratios with 95% CIs were calculated for tackle heights and number of tacklers. Results High tackles had a 32.7 (95% CI=6.89 to 155.02) and 41.2 (95% CI=9.22 to 184.58) propensity ratio to cause ball carrier HAEs>30 g compared with medium tackles for men and women, respectively. Low tackles had a 2.6 (95% CI=1.91 to 3.42) and 5.3 (95% CI=3.28 to 8.53) propensity ratio to cause tackler HAEs>30 g compared with medium tackles for men and women, respectively. In men, multiple tacklers had a higher propensity ratio (6.1; 95% CI=3.71 to 9.93) than singular tacklers to cause ball carrier HAEs>30 g but a lower propensity ratio (0.4; 95% CI=0.29 to 0.56) to cause tackler HAEs>30 g. No significant differences were observed in female tacklers or carriers for singular or multiple tacklers. Conclusion To limit HAE exposure, rule changes and coaching interventions that promote tacklers aiming for the torso (medium tackle) could be explored, along with changes to multiple tackler events in the male game.
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Affiliation(s)
| | - James Tooby
- Carnegie Applied Rugby Research (CARR) centre, Leeds Beckett University, Leeds, UK
| | - Ross Tucker
- Institute of Sport and Exercise Medicine, University of Stellenbosch, Stellenbosch, South Africa
| | - Éanna C Falvey
- World Rugby Limited, Dublin, Ireland
- Department of Medicine, University College Cork, Cork, Ireland
| | - Danielle M Salmon
- World Rugby Limited, Dublin, Ireland
- Auckland University of Technology, Auckland, New Zealand
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Meher AK, Srinivas AJ, Kumar V, Panda SK. Computational modeling and uncertainty prediction of hyperelastic constitutive responses of damaged brain tissue under different temperature and strain rates. J Biomed Mater Res B Appl Biomater 2024; 112:e35460. [PMID: 39090359 DOI: 10.1002/jbm.b.35460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Accepted: 07/20/2024] [Indexed: 08/04/2024]
Abstract
The effect of strain rate and temperature on the hyperelastic material stress-strain characteristics of the damaged porcine brain tissue is evaluated in this present work. The desired constitutive responses are obtained using the commercially available finite element (FE) tool ABAQUS, utilizing 8-noded brick elements. The model's accuracy has been verified by comparing the results from the previously published literature. Further, the stress-strain behavior of the brain tissue is evaluated by varying the damages at various strain rates and temperatures (13, 20, 27, and 37°C) under compression test. Additionally, the sensitivity analysis of the model is computed to check the effect of input parameters, that is, the temperature, strain rate, and damages on the material properties (shear modulus). The modeling and discussion sections enumerate the inclusive features and model capabilities.
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Affiliation(s)
- Ashish Kumar Meher
- Department of Mechanical Engineering, National Institute of Technology Rourkela, Rourkela, India
| | - A Jyotiraditya Srinivas
- Department of Mechanical Engineering, National Institute of Technology Rourkela, Rourkela, India
| | - Vikash Kumar
- Department of Mechanical Engineering, National Institute of Technology Rourkela, Rourkela, India
| | - Subrata Kumar Panda
- Department of Mechanical Engineering, National Institute of Technology Rourkela, Rourkela, India
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Roe G, Whitehead S, Starling L, Allan D, Cross M, Falvey É, Kemp S, Owen C, Readhead C, Salmon D, Scantlebury S, Stokes K, Tierney G, Tooby J, Tucker R, Jones B. Embracing the impact from instrumented mouthguards (iMGs): A survey of iMG managers' perceptions of staff and player interest into the technology, data and barriers to use. Eur J Sport Sci 2024; 24:670-681. [PMID: 38874970 PMCID: PMC11235837 DOI: 10.1002/ejsc.12101] [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: 11/24/2023] [Revised: 03/05/2024] [Accepted: 03/08/2024] [Indexed: 06/15/2024]
Abstract
Instrumented mouthguards (iMGs) are a novel technology being used within rugby to quantify head acceleration events. Understanding practitioners' perceptions of the barriers and facilitators to their use is important to support implementation and adoption. This study assessed men's and women's rugby union and league iMG managers' perceptions of staff and player interest in the technology, data and barriers to use. Forty-six iMG managers (men's rugby union and league n = 20 and n = 9 and women's rugby union and league n = 7 and n = 10) completed an 18-question survey. Perceived interest in data varied across staff roles with medical staff being reported as having the most interest. The iMG devices were perceived as easy to use but uncomfortable. Several uses of data were identified, including medical applications, player monitoring and player welfare. The comfort, size and fit of the iMG were reported as the major barriers to player use. Time constraints and a lack of understanding of data were barriers to engagement with the data. Continued education on how iMG data can be used is required to increase player and staff buy-in, alongside improving comfort of the devices. Studies undertaken with iMGs investigating player performance and welfare outcomes will make data more useful and increase engagement.
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Affiliation(s)
- Gregory Roe
- Carnegie Applied Rugby Research (CARR) CentreCarnegie School of SportLeeds Beckett UniversityLeedsUK
| | - Sarah Whitehead
- Carnegie Applied Rugby Research (CARR) CentreCarnegie School of SportLeeds Beckett UniversityLeedsUK
| | - Lindsay Starling
- World RugbyDublinIreland
- Centre for Health and Injury and Illness Prevention in SportUniversity of BathBathUK
- UK Collaborating Centre on Injury and Illness Prevention in Sport (UKCCIIS)University of BathBathUK
| | - David Allan
- Sport and Exercise Sciences Research InstituteUlster UniversityBelfastUK
| | - Matt Cross
- Carnegie Applied Rugby Research (CARR) CentreCarnegie School of SportLeeds Beckett UniversityLeedsUK
- Premiership RugbyLondonUK
| | - Éanna Falvey
- World RugbyDublinIreland
- School of Medicine & HealthUniversity College CorkCorkIreland
| | - Simon Kemp
- Rugby Football UnionTwickenhamUK
- London School of Hygiene and Tropical MedicineLondonUK
| | - Cameron Owen
- Carnegie Applied Rugby Research (CARR) CentreCarnegie School of SportLeeds Beckett UniversityLeedsUK
- England Performance UnitRugby Football LeagueManchesterUK
| | - Clint Readhead
- South Africa Rugby UnionCape TownSouth Africa
- Division of Physiological Sciences and Health through Physical Activity, Lifestyle and Sport Research CentreDepartment of Human BiologyFaculty of Health SciencesUniversity of Cape TownCape TownSouth Africa
| | | | - Sean Scantlebury
- Carnegie Applied Rugby Research (CARR) CentreCarnegie School of SportLeeds Beckett UniversityLeedsUK
- England Performance UnitRugby Football LeagueManchesterUK
| | - Keith Stokes
- Centre for Health and Injury and Illness Prevention in SportUniversity of BathBathUK
- UK Collaborating Centre on Injury and Illness Prevention in Sport (UKCCIIS)University of BathBathUK
- Rugby Football UnionTwickenhamUK
| | - Greg Tierney
- Carnegie Applied Rugby Research (CARR) CentreCarnegie School of SportLeeds Beckett UniversityLeedsUK
- Sport and Exercise Sciences Research InstituteUlster UniversityBelfastUK
| | - James Tooby
- Carnegie Applied Rugby Research (CARR) CentreCarnegie School of SportLeeds Beckett UniversityLeedsUK
| | - Ross Tucker
- World RugbyDublinIreland
- South Africa Rugby UnionCape TownSouth Africa
| | - Ben Jones
- Carnegie Applied Rugby Research (CARR) CentreCarnegie School of SportLeeds Beckett UniversityLeedsUK
- Premiership RugbyLondonUK
- England Performance UnitRugby Football LeagueManchesterUK
- Division of Physiological Sciences and Health through Physical Activity, Lifestyle and Sport Research CentreDepartment of Human BiologyFaculty of Health SciencesUniversity of Cape TownCape TownSouth Africa
- School of Behavioural and Health SciencesFaculty of Health SciencesAustralian Catholic UniversityBrisbaneQueenslandAustralia
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Roe G, Sawczuk T, Owen C, Tooby J, Starling L, Gilthorpe MS, Falvey É, Hendricks S, Rasmussen K, Readhead C, Salmon D, Stokes K, Tucker R, Jones B. Head Acceleration Events During Tackle, Ball-Carry, and Ruck Events in Professional Southern Hemisphere Men's Rugby Union Matches: A Study Using Instrumented Mouthguards. Scand J Med Sci Sports 2024; 34:e14676. [PMID: 38867444 DOI: 10.1111/sms.14676] [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: 02/20/2024] [Revised: 04/24/2024] [Accepted: 05/27/2024] [Indexed: 06/14/2024]
Abstract
OBJECTIVES Describe head acceleration events (HAEs) experienced by professional male rugby union players during tackle, ball-carry, and ruck events using instrumented mouthguards (iMGs). DESIGN Prospective observational cohort. METHODS Players competing in the 2023 Currie Cup (141 players) and Super Rugby (66 players) seasons wore iMGs. The iMG-recorded peak linear acceleration (PLA) and peak angular acceleration (PAA) were used as in vivo HAE approximations and linked to contact-event data captured using video analysis. Using the maximum PLA and PAA per contact event (HAEmax), ordinal mixed-effects regression models estimated the probabilities of HAEmax magnitude ranges occurring, while accounting for the multilevel data structure. RESULTS As HAEmax magnitude increased the probability of occurrence decreased. The probability of a HAEmax ≥15g was 0.461 (0.435-0.488) (approximately 1 in every 2) and ≥45g was 0.031 (0.025-0.037) (1 in every 32) during ball carries. The probability of a HAEmax >15g was 0.381 (0.360-0.404) (1 in every 3) and >45g 0.019 (0.015-0.023) (1 in every 53) during tackles. The probability of higher magnitude HAEmax occurring was greatest during ball carries, followed by tackles, defensive rucks and attacking rucks, with some ruck types having similar profiles to tackles and ball carries. No clear differences between positions were observed. CONCLUSION Higher magnitude HAEmax were relatively infrequent in professional men's rugby union players. Contact events appear different, but no differences were found between positions. The occurrence of HAEmax was associated with roles players performed within contact events, not their actual playing position. Defending rucks may warrant greater consideration in injury prevention research.
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Affiliation(s)
- Gregory Roe
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
| | - Thomas Sawczuk
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
| | - Cameron Owen
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
- England Performance Unit, Rugby Football League, Manchester, UK
| | - James Tooby
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
| | - Lindsay Starling
- World Rugby, Dublin, Ireland
- Centre for Health and Injury and Illness Prevention in Sport, University of Bath, Bath, UK
- UK Collaborating Centre on Injury and Illness Prevention in Sport (UKCCIIS), University of Bath, Bath, UK
| | | | - Éanna Falvey
- World Rugby, Dublin, Ireland
- School of Medicine & Health, University College Cork, Cork, Ireland
| | - Sharief Hendricks
- 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
| | - Karen Rasmussen
- New Zealand Rugby Union, People Safety & Wellbeing, Wellington, New Zealand
| | - Clint Readhead
- 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
- South Africa Rugby Union, Cape Town, South Africa
| | | | - Keith Stokes
- Centre for Health and Injury and Illness Prevention in Sport, University of Bath, Bath, UK
- UK Collaborating Centre on Injury and Illness Prevention in Sport (UKCCIIS), University of Bath, Bath, UK
- Rugby Football Union, Twickenham, UK
| | - Ross Tucker
- World Rugby, Dublin, Ireland
- Department of Exercise, Institute of Sport and Exercise Medicine (ISEM), University of Stellenbosch, Stellenbosch, South Africa
| | - Ben Jones
- Carnegie Applied Rugby Research (CARR) Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
- England Performance Unit, Rugby Football League, Manchester, 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
- Premiership Rugby, London, UK
- Faculty of Health Sciences, School of Behavioural and Health Sciences, Australian Catholic University, Brisbane, Queensland, Australia
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10
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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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Orr TJ, Lesha E, Kramer AH, Cecia A, Dugan JE, Schwartz B, Einhaus SL. Traumatic Brain Injury: A Comprehensive Review of Biomechanics and Molecular Pathophysiology. World Neurosurg 2024; 185:74-88. [PMID: 38272305 DOI: 10.1016/j.wneu.2024.01.084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 01/14/2024] [Accepted: 01/16/2024] [Indexed: 01/27/2024]
Abstract
Traumatic brain injury (TBI) is a critical public health concern with profound consequences for affected individuals. This comprehensive literature review delves into TBI intricacies, encompassing primary injury biomechanics and the molecular pathophysiology of the secondary injury cascade. Primary TBI involves a complex interplay of forces, including impact loading, blast overpressure, and impulsive loading, leading to diverse injury patterns. These forces can be categorized into inertial (e.g., rotational acceleration causing focal and diffuse injuries) and contact forces (primarily causing focal injuries like skull fractures). Understanding their interactions is crucial for effective injury management. The secondary injury cascade in TBI comprises multifaceted molecular and cellular responses, including altered ion concentrations, dysfunctional neurotransmitter networks, oxidative stress, and cellular energy disturbances. These disruptions impair synaptic function, neurotransmission, and neuroplasticity, resulting in cognitive and behavioral deficits. Moreover, neuroinflammatory responses play a pivotal role in exacerbating damage. As we endeavor to bridge the knowledge gap between biomechanics and molecular pathophysiology, further research is imperative to unravel the nuanced interplay between mechanical forces and their consequences at the molecular and cellular levels, ultimately guiding the development of targeted therapeutic strategies to mitigate the debilitating effects of TBI. In this study, we aim to provide a concise review of the bridge between biomechanical processes causing primary injury and the ensuing molecular pathophysiology of secondary injury, while detailing the subsequent clinical course for this patient population. This knowledge is crucial for advancing our understanding of TBI and developing effective interventions to improve outcomes for those affected.
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Affiliation(s)
- Taylor J Orr
- College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee.
| | - Emal Lesha
- Department of Neurological Surgery, University of Tennessee Health Science Center, Memphis, Tennessee; Semmes Murphey Clinic, Memphis, Tennessee
| | - Alexandra H Kramer
- College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee
| | - Arba Cecia
- School of Medicine, Loyola University Chicago, Chicago, Illinois
| | - John E Dugan
- College of Medicine, University of Tennessee Health Science Center, Memphis, Tennessee
| | - Barrett Schwartz
- Department of Neurological Surgery, University of Tennessee Health Science Center, Memphis, Tennessee; Semmes Murphey Clinic, Memphis, Tennessee
| | - Stephanie L Einhaus
- Department of Neurological Surgery, University of Tennessee Health Science Center, Memphis, Tennessee; Semmes Murphey Clinic, Memphis, Tennessee
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12
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Tierney G, Rowson S, Gellner R, Allan D, Iqbal S, Biglarbeigi P, Tooby J, Woodward J, Payam AF. Head Exposure to Acceleration Database in Sport (HEADSport): a kinematic signal processing method to enable instrumented mouthguard (iMG) field-based inter-study comparisons. BMJ Open Sport Exerc Med 2024; 10:e001758. [PMID: 38304714 PMCID: PMC10831454 DOI: 10.1136/bmjsem-2023-001758] [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] [Accepted: 12/18/2023] [Indexed: 02/03/2024] Open
Abstract
Objective Instrumented mouthguard (iMG) systems use different signal processing approaches limiting field-based inter-study comparisons, especially when artefacts are present in the signal. The objective of this study was to assess the frequency content and characteristics of head kinematic signals from head impact reconstruction laboratory and field-based environments to develop an artefact attenuation filtering method (HEADSport filter method). Methods Laboratory impacts (n=72) on a test-dummy headform ranging from 25 to 150 g were conducted and 126 rugby union players were equipped with iMGs for 209 player-matches. Power spectral density (PSD) characteristics of the laboratory impacts and on-field head acceleration events (HAEs) (n=5694) such as the 95th percentile cumulative sum PSD frequency were used to develop the HEADSport method. The HEADSport filter method was compared with two other common filtering approaches (Butterworth-200Hz and CFC180 filter) through signal-to-noise ratio (SNR) and mixed linear effects models for laboratory and on-field events, respectively. Results The HEADSport filter method produced marginally higher SNR than the Butterworth-200Hz and CFC180 filter and on-field peak linear acceleration (PLA) and peak angular acceleration (PAA) values within the magnitude range tested in the laboratory. Median PLA and PAA (and outlier values) were higher for the CFC180 filter than the Butterworth-200Hz and HEADSport filter method (p<0.01). Conclusion The HEADSport filter method could enable iMG field-based inter-study comparisons and is openly available at https://github.com/GTBiomech/HEADSport-Filter-Method.
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Affiliation(s)
- Gregory Tierney
- Nanotechnology and Integrated Bioengineering Centre (NIBEC), Ulster University, Belfast, UK
- Sport and Exercise Sciences Research Institute, Ulster University, Belfast, UK
| | - Steven Rowson
- Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, Virginia, USA
| | - Ryan Gellner
- Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, Virginia, USA
| | - David Allan
- Nanotechnology and Integrated Bioengineering Centre (NIBEC), Ulster University, Belfast, UK
- Sport and Exercise Sciences Research Institute, Ulster University, Belfast, UK
| | - Sadaf Iqbal
- 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
| | - James Woodward
- Sport and Exercise Sciences Research Institute, Ulster University, Belfast, UK
| | - Amir Farokh Payam
- Nanotechnology and Integrated Bioengineering Centre (NIBEC), Ulster University, Belfast, UK
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13
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Rotundo MP, Sokol-Randell D, Bleakley C, Donnelly P, Tierney G. Characteristics of potential concussive events in elite hurling: a video-analysis study. Ir J Med Sci 2023; 192:3175-3185. [PMID: 36800054 PMCID: PMC10692028 DOI: 10.1007/s11845-023-03307-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 02/02/2023] [Indexed: 02/18/2023]
Abstract
BACKGROUND High-impact sports such as hurling place participants at risk of sport-related concussion (SRC). AIMS This study will evaluate the characteristics of potential concussive events (PCEs) that occur in elite male hurling to acquire an understanding of how they occur. METHODS The authors recorded PCEs and their characteristics throughout two seasons of inter-county GAA competition using broadcast footage based on a previously validated protocol. RESULTS A total of 183 PCEs were identified over 82 inter-county matches (2.23 per match; 59.5 per 1000 h of exposure). PCEs that occurred in the 4th quarter were significantly more likely to result in signs of SRC. Players most often intended to receive/control the sliotar (36.4%, n = 64) prior to PCEs. The most frequently observed mechanism was shoulder-to-head (20.2%, n = 37). Impacts to the lateral aspect of the head were 2.7 times more likely to result in visible signs than impacts to anteroposterior regions. CONCLUSIONS Players appear to be at a higher risk of SRC later in the match or when receiving the sliotar. Strikes to the lateral aspect of the head and those involving the shoulder appear to produce severe events. These findings provide initial guidance for the development of targeted player protection strategies.
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Affiliation(s)
- Mario P Rotundo
- Sport and Exercise Science Research Institute, Ulster University, Belfast, UK.
- Department of Family Practice, University of British Columbia, Vancouver, Canada.
| | - Darek Sokol-Randell
- Sport and Exercise Science Research Institute, Ulster University, Belfast, UK
- Department of Neurology, Memorial University of Newfoundland, St John's, Canada
| | - Chris Bleakley
- Sport and Exercise Science Research Institute, Ulster University, Belfast, UK
| | - Paul Donnelly
- Sport and Exercise Science Research Institute, Ulster University, Belfast, UK
| | - Gregory Tierney
- Sport and Exercise Science Research Institute, Ulster University, Belfast, UK
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14
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Aguiar OMG, Chow TR, Chong H, Vakili O, Robinovitch SN. Associations between the circumstances and severity of head impacts in men's university ice hockey. Sci Rep 2023; 13:17402. [PMID: 37833303 PMCID: PMC10575878 DOI: 10.1038/s41598-023-43785-5] [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: 04/20/2023] [Accepted: 09/28/2023] [Indexed: 10/15/2023] Open
Abstract
Improved evidence on the most common and severe types of head impacts in ice hockey can guide efforts to preserve brain health through improvements in protective gear, rink design, player training, and rules of play. In this observational cohort study of men's university hockey, we compared video evidence on the circumstances of 234 head impacts to measures of head impact severity (peak linear accelerations and rotational velocities) from helmet-mounted sensors (GForceTracker). Videos were analyzed with a validated questionnaire, and paired with helmet sensor data. Shoulder-to-head impacts were more common than hand- or elbow-, but there were no differences in head impact severity between upper limb contact sites (p ≥ 0.2). Head-to-glass impacts were nearly four times more common, and just as severe as head-to-board impacts (p ≥ 0.4). Head impacts resulting in major penalties (versus no penalty), or visible signs of concussion (versus no signs), involved greater head rotational velocities (p = 0.038 and 0.049, respectively). Head impacts occurred most often to the side of the head, along the boards to players in their offensive zone without puck possession. Head impact severity did not differ between cases where the head was (versus was not) the primary site of contact (p ≥ 0.6). Furthermore, penalties were called in only 4% of cases where the head was the initial point of contact. Accordingly, rules that focus on primary targeting of the head, while important and in need of improved enforcement, offer a limited solution.
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Affiliation(s)
- Olivia M G Aguiar
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada.
| | - Tim R Chow
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada
| | - Helen Chong
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada
| | - Omid Vakili
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada
| | - Stephen N Robinovitch
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BC, Canada
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15
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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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16
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Peek K, Duffield R, Cairns R, Jones M, Meyer T, McCall A, Oxenham V. Where are We Headed? Evidence to Inform Future Football Heading Guidelines. Sports Med 2023; 53:1335-1358. [PMID: 37285067 PMCID: PMC10289964 DOI: 10.1007/s40279-023-01852-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/13/2023] [Indexed: 06/08/2023]
Abstract
Given the scientific and public concern regarding the short-, medium- and long-term consequences of heading on brain health, being proactive about developing and implementing guidelines that help reduce the burden (volume, impact magnitude and injury risk) of heading in young and beginner players appears justified. This narrative review explores the evidence underpinning strategies that could be incorporated into future heading guidelines to reduce heading burden in players across all levels of football. A four-step search strategy was utilised to identify all data-based papers related to heading in football. Eligibility criteria for inclusion were: (1) original data, (2) study population included football players, (3) outcome measures included one or more of the following: number of headers, measurement of head acceleration during heading, or head/brain injury incidence, and (4) published in English or English translation available. In total, 58 papers were included that outlined strategies based on (1) game or team development, (2) player skill development and (3) equipment. In particular, greater emphasis existed for small-sided games (particularly in young players) where fewer headers are observed when compared with the conventional 11 versus 11 game, as well as reducing headers from goal kicks and corners. Evidence also existed for developing a heading coaching framework that focusses on technical proficiency as well as neuromuscular neck exercises integrated into general injury reduction exercise programs, enforcement of rules related to deliberate head contact and using lower-pressure match and training balls. To mitigate potential risks of heading on brain health, a number of pragmatic strategies have been examined in scientific studies and may be considered as part of future heading guidelines.
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Affiliation(s)
- Kerry Peek
- Discipline of Physiotherapy, School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW Australia
| | - Rob Duffield
- School of Sport, Exercsie & Rehabilitation, Faculty of Health, University of Technology Sydney, Sydney, NSW Australia
- Football Australia, Sydney, NSW Australia
| | - Ross Cairns
- Newcastle Sports Medicine, Warners Bay, NSW Australia
- School of Medicine and Public Health, The University of Newcastle, Newcastle, Australia
| | - Mark Jones
- Football Australia, Sydney, NSW Australia
| | - Tim Meyer
- Institute of Sports and Preventive Medicine, Saarland University, Saarbrücken, Germany
| | - Alan McCall
- School of Sport, Exercsie & Rehabilitation, Faculty of Health, University of Technology Sydney, Sydney, NSW Australia
- Football Australia, Sydney, NSW Australia
| | - Vincent Oxenham
- School of Psychological Sciences, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW Australia
- Department of Neuropsychology, Royal North Shore Hospital, Sydney, NSW Australia
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Wang X, Wang Y, He L. An intelligent data analysis-based medical management method for lower limb health of football athletes. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2023; 20:14005-14022. [PMID: 37679121 DOI: 10.3934/mbe.2023624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/09/2023]
Abstract
With increasingly mature commercial operations, football has become the most popular sport in the world. As the main body of football, athletes are prone to injury due to an increasing degree of competition intensity. Their health determines the length of these athletes careers, especially regarding the lower limbs that are mainly used. Therefore, the smart visualization approaches that can realize such function are in urgent demand in the area of sports healthcare. Benefitted by the strong ability of perception and analysis, a convolutional neural network (CNN) is utilized to construct an intelligent data analysis-based medical management method for the lower limb health of football athletes. First, the CNN is formulated as the main backbone, and its parameters are optimized for multiple rounds during the training stage. Then, a statistical analysis software named SPSS is introduced to assess the effect mechanism of different postures on lower limbs. Some experiments are carried out on simulative data to evaluate the proposed method, and results show a good performance of the proposed method.
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Affiliation(s)
- Xiang Wang
- Department of Physical Education, Gansu University of Political Science and Law, Lanzhou 730030, China
| | - Yongcheng Wang
- Volleyball Teaching and Research Department, Xi'an Physical Education University, Xi'an 710000, China
| | - Limin He
- Department of Physical Education, Lanzhou University, Lanzhou 730000, China
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18
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Zuidema TR, Bazarian JJ, Kercher KA, Mannix R, Kraft RH, Newman SD, Ejima K, Rettke DJ, Macy JT, Steinfeldt JA, Kawata K. Longitudinal Associations of Clinical and Biochemical Head Injury Biomarkers With Head Impact Exposure in Adolescent Football Players. JAMA Netw Open 2023; 6:e2316601. [PMID: 37252737 PMCID: PMC10230318 DOI: 10.1001/jamanetworkopen.2023.16601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Accepted: 04/19/2023] [Indexed: 05/31/2023] Open
Abstract
Importance Consequences of subconcussive head impacts have been recognized, yet most studies to date have included small samples from a single site, used a unimodal approach, and lacked repeated testing. Objective To examine time-course changes in clinical (near point of convergence [NPC]) and brain-injury blood biomarkers (glial fibrillary acidic protein [GFAP], ubiquitin C-terminal hydrolase-L1 [UCH-L1], and neurofilament light [NF-L]) in adolescent football players and to test whether changes in the outcomes were associated with playing position, impact kinematics, and/or brain tissue strain. Design, Setting, and Participants This multisite, prospective cohort study included male high school football players aged 13 to 18 years at 4 high schools in the Midwest during the 2021 high school football season (preseason [July] and August 2 to November 19). Exposure A single football season. Main Outcomes and Measures The main outcomes were NPC (a clinical oculomotor test) and serum levels of GFAP, UCH-L1, and NF-L. Participants' head impact exposure (frequency and peak linear and rotational accelerations) was tracked using instrumented mouthguards, and maximum principal strain was computed to reflect brain tissue strain. Players' neurological function was assessed at 5 time points (preseason, post-training camp, 2 in season, and postseason). Results Ninety-nine male players contributed to the time-course analysis (mean [SD] age, 15.8 [1.1] years), but data from 6 players (6.1%) were excluded from the association analysis due to issues related to mouthguards. Thus, 93 players yielded 9498 head impacts in a season (mean [SD], 102 [113] impacts per player). There were time-course elevations in NPC and GFAP, UCH-L1, and NF-L levels. Compared with baseline, the NPC exhibited a significant elevation over time and peaked at postseason (2.21 cm; 95% CI, 1.80-2.63 cm; P < .001). Levels of GFAP and UCH-L1 increased by 25.6 pg/mL (95% CI, 17.6-33.6 pg/mL; P < .001) and 188.5 pg/mL (95% CI, 145.6-231.4 pg/mL; P < .001), respectively, later in the season. Levels of NF-L were elevated after the training camp (0.78 pg/mL; 95% CI, 0.14-1.41 pg/mL; P = .011) and midseason (0.55 pg/mL; 95% CI, 0.13-0.99 pg/mL; P = .006) but normalized by the end of the season. Changes in UCH-L1 levels were associated with maximum principal strain later in the season (0.052 pg/mL; 95% CI, 0.015-0.088 pg/mL; P = .007) and postseason (0.069 pg/mL; 95% CI, 0.031-0.106 pg/mL; P < .001). Conclusions and Relevance The study data suggest that adolescent football players exhibited impairments in oculomotor function and elevations in blood biomarker levels associated with astrocyte activation and neuronal injury throughout a season. Several years of follow-up are needed to examine the long-term effects of subconcussive head impacts in adolescent football players.
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Affiliation(s)
- Taylor R. Zuidema
- Department of Kinesiology, Indiana University School of Public Health–Bloomington
- Program in Neuroscience, College of Arts and Sciences, Indiana University, Bloomington
| | - Jeffrey J. Bazarian
- Department of Emergency Medicine, University of Rochester School of Medicine and Dentistry, Rochester, New York
| | - Kyle A. Kercher
- Department of Kinesiology, Indiana University School of Public Health–Bloomington
| | - Rebekah Mannix
- Department of Medicine, Division of Emergency Medicine, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Reuben H. Kraft
- Department of Mechanical and Biomedical Engineering, Pennsylvania State University, University Park
- Institute of Computational and Data Sciences, Pennsylvania State University, University Park
| | | | - Keisuke Ejima
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
| | - Devin J. Rettke
- Department of Kinesiology, Indiana University School of Public Health–Bloomington
| | - Jonathan T. Macy
- Department of Applied Health Science, Indiana University School of Public Health–Bloomington
| | - Jesse A. Steinfeldt
- Department of Counseling and Educational Psychology, School of Education, Indiana University, Bloomington
| | - Keisuke Kawata
- Department of Kinesiology, Indiana University School of Public Health–Bloomington
- Program in Neuroscience, College of Arts and Sciences, Indiana University, Bloomington
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Kercher KA, Steinfeldt JA, Rettke DJ, Zuidema TR, Walker MJ, Martinez Kercher VM, Silveyra P, Seo DC, Macy JT, Hulvershorn LA, Kawata K. Association Between Head Impact Exposure, Psychological Needs, and Indicators of Mental Health Among U.S. High School Tackle Football Players. J Adolesc Health 2023; 72:502-509. [PMID: 36610880 PMCID: PMC10033334 DOI: 10.1016/j.jadohealth.2022.11.247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2022] [Revised: 11/21/2022] [Accepted: 11/28/2022] [Indexed: 01/07/2023]
Abstract
PURPOSE Age of first exposure to tackle football and head impact kinematics have been used to examine the effect of head impacts on mental health outcomes. These measures coupled with retrospective and cross-sectional designs have contributed to conflicting results. The purpose of this study was to identify the effect of one season of head impact exposure, age of first exposure to football, and psychological need satisfaction on acute mental health outcomes in adolescent football players. METHODS This prospective single-season cohort study used sensor-installed mouthguards to collect head impact exposure along with surveys to assess age of first exposure to football, psychological satisfaction, depressive symptoms, anxiety symptoms, and thriving from football players at four high schools (n = 91). Linear regression was used to test the association of head impact exposure, age of first exposure, and psychological satisfaction with acute mental health outcomes. RESULTS A total of 9,428 impacts were recorded with a mean of 102 ± 113 impacts/player. Cumulative head impact exposure and age of first exposure were not associated with acute mental health outcomes at postseason or change scores from preseason to postseason. Greater psychological satisfaction was associated with fewer depressive symptoms (β = -0.035, SE = 0.008, p = < .001), fewer anxiety symptoms (β = -0.021, SE = 0.008, p = .010), and greater thriving scores (β = 0.278, SE = 0.040, p = < .001) at postseason. DISCUSSION This study does not support the premise that greater single-season head impact exposure or earlier age of first exposure to tackle football is associated with worse acute mental health indicators over the course of a single season in adolescent football players.
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Affiliation(s)
- Kyle A Kercher
- Department of Kinesiology, School of Public Health-Bloomington, Indiana University, Bloomington, Indiana
| | - Jesse A Steinfeldt
- Department of Counseling and Educational Psychology, School of Education, Indiana University, Bloomington, Indiana
| | - Devin J Rettke
- Department of Kinesiology, School of Public Health-Bloomington, Indiana University, Bloomington, Indiana
| | - Taylor R Zuidema
- Department of Kinesiology, School of Public Health-Bloomington, Indiana University, Bloomington, Indiana
| | - Miata J Walker
- Department of Counseling and Educational Psychology, School of Education, Indiana University, Bloomington, Indiana
| | - Vanessa M Martinez Kercher
- Department of Kinesiology, School of Public Health-Bloomington, Indiana University, Bloomington, Indiana
| | - Patricia Silveyra
- Department of Environmental and Occupational Health, School of Public Health-Bloomington, Indiana University, Bloomington, Indiana
| | - Dong-Chul Seo
- Department of Applied Health Science, School of Public Health-Bloomington, Indiana University, Bloomington, Indiana
| | - Jonathan T Macy
- Department of Applied Health Science, School of Public Health-Bloomington, Indiana University, Bloomington, Indiana
| | - Leslie A Hulvershorn
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana
| | - Keisuke Kawata
- Department of Kinesiology, School of Public Health-Bloomington, Indiana University, Bloomington, Indiana; Program in Neuroscience, College of Arts and Sciences, Indiana University, Bloomington, Indiana; Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana.
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20
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Goutnik M, Goeckeritz J, Sabetta Z, Curry T, Willman M, Willman J, Thomas TC, Lucke-Wold B. Neurotrauma Prevention Review: Improving Helmet Design and Implementation. BIOMECHANICS (BASEL, SWITZERLAND) 2022; 2:500-512. [PMID: 36185779 PMCID: PMC9521172 DOI: 10.3390/biomechanics2040039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Neurotrauma continues to contribute to significant mortality and disability. The need for better protective equipment is apparent. This review focuses on improved helmet design and the necessity for continued research. We start by highlighting current innovations in helmet design for sport and subsequent utilization in the lay community for construction. The current standards by sport and organization are summarized. We then address current standards within the military environment. The pathophysiology is discussed with emphasis on how helmets provide protection. As innovative designs emerge, protection against secondary injury becomes apparent. Much research is needed, but this focused paper is intended to serve as a catalyst for improvement in helmet design and implementation to provide more efficient and reliable neuroprotection across broad arenas.
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Affiliation(s)
- Michael Goutnik
- Department of Neurosurgery, University of Florida, Gainesville, FL 32601, USA
| | - Joel Goeckeritz
- Department of Neurosurgery, University of Florida, Gainesville, FL 32601, USA
| | - Zackary Sabetta
- College of Medicine-Phoenix, University of Arizona, Child Health, Phoenix, AZ 85721, USA
- BARROW Neurological Institute at Phoenix Children’s Hospital, Phoenix Children’s Hospital, Phoenix, AZ 85016, USA
| | - Tala Curry
- College of Medicine-Phoenix, University of Arizona, Child Health, Phoenix, AZ 85721, USA
- BARROW Neurological Institute at Phoenix Children’s Hospital, Phoenix Children’s Hospital, Phoenix, AZ 85016, USA
- College of Graduate Studies, Midwestern University, Downers Grove, IL 60515, USA
| | - Matthew Willman
- Department of Neurosurgery, University of Florida, Gainesville, FL 32601, USA
| | - Jonathan Willman
- Department of Neurosurgery, University of Florida, Gainesville, FL 32601, USA
| | - Theresa Currier Thomas
- College of Medicine-Phoenix, University of Arizona, Child Health, Phoenix, AZ 85721, USA
- BARROW Neurological Institute at Phoenix Children’s Hospital, Phoenix Children’s Hospital, Phoenix, AZ 85016, USA
- Phoenix VA Healthcare System, Phoenix, AZ 85012, USA
| | - Brandon Lucke-Wold
- Department of Neurosurgery, University of Florida, Gainesville, FL 32601, USA
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21
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EDWARDS SUZI, GARDNER ANDREWJ, TAHU TIMANA, FULLER GORDON, STRANGMAN GARY, LEVI CHRISTOPHERR, IVERSON GRANTL, TUCKER ROSS. Tacklers' Head Inertial Accelerations Can Be Decreased by Altering the Way They Engage in Contact with Ball Carriers' Torsos. Med Sci Sports Exerc 2022; 54:1560-1571. [PMID: 35394470 PMCID: PMC9390229 DOI: 10.1249/mss.0000000000002931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
PURPOSE This study aimed to investigate how four types of successfully executed, legal front-on, one-on-one torso tackles influence the tacklers' and ball carriers' inertial head kinematics. METHODS A total of 455 successful front-on, one-on-one torso tackle trials completed by 15 rugby code players using three-dimensional motion capture were recorded. Tackles differed with respects to the height of the contact point on the ball carrier's torso. A series of mixed general linear models were conducted. RESULTS The tackler sustained the highest peak resultant linear ( P < 0.001) and angular ( P < 0.01) head accelerations when contacting the lower torso to execute a "dominant" tackle compared with mid or upper torso, although these latter tackle types had the lowest ball carrier inertial head kinematics. When executing a "smother" tackle technique, a significant decrease in peak resultant linear head acceleration was observed with a vertical "pop" then lock action used, compared with the traditional upper torso tackling technique ( P < 0.001). CONCLUSIONS Modifying the tackler's engagement with a ball carrier's torso, with respect to height and technical execution, alters the inertial head kinematics of the tackler and the ball carrier. The traditional thinking about optimal tackle technique, as instructed, may need to be reevaluated, with the midtorso being a potential alternative target contact height, whereas changes in tackle execution may be relatively protective for tacklers when executing either a dominant or smother tackle. This study provides critical scientific evidence to underpin revised coaching tackling technique interventions that might enhance player safety. Tackles in which the tackler contacts the ball carrier around the midtorso region, rather than lower torso, produce the lowest acceleration and thus may contribute to reducing head injury risk for the tackler.
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Affiliation(s)
- SUZI EDWARDS
- Discipline of Exercise and Sport Science, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, AUSTRALIA
- School of Environmental and Life Sciences, The University of Newcastle, Ourimbah, NSW, AUSTRALIA
| | - ANDREW J. GARDNER
- School of Medicine and Public Health, The University of Newcastle, Callaghan, NSW, AUSTRALIA
- Hunter New England Local Health District Sports Concussion Program, Newcastle, NSW, AUSTRALIA
| | - TIMANA TAHU
- Discipline of Exercise and Sport Science, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, AUSTRALIA
- School of Environmental and Life Sciences, The University of Newcastle, Ourimbah, NSW, AUSTRALIA
| | - GORDON FULLER
- Emergency Medicine Research in Sheffield Group, School of Health and Related Research, University of Sheffield, Sheffield, UNITED KINGDOM
| | - GARY STRANGMAN
- Neural Systems Group, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA
| | - CHRISTOPHER R. LEVI
- School of Medicine and Public Health, The University of Newcastle, Callaghan, NSW, AUSTRALIA
- Hunter New England Local Health District Sports Concussion Program, Newcastle, NSW, AUSTRALIA
- Sydney Partnership for Health, Education, Research and Enterprise (SPHERE), Sydney, NSW, AUSTRALIA
| | - GRANT L. IVERSON
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA
- Spaulding Rehabilitation Hospital and Spaulding Research Institute, Charlestown, MA
- MassGeneral Hospital for Children Sport Concussion Program, Boston, MA
- Home Base, A Red Sox Foundation and Massachusetts General Hospital Program, Charlestown, MA
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22
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Jones B, Tooby J, Weaving D, Till K, Owen C, Begonia M, Stokes KA, Rowson S, Phillips G, Hendricks S, Falvey ÉC, Al-Dawoud M, Tierney G. Ready for impact? A validity and feasibility study of instrumented mouthguards (iMGs). Br J Sports Med 2022; 56:bjsports-2022-105523. [PMID: 35879022 DOI: 10.1136/bjsports-2022-105523] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/08/2022] [Indexed: 11/03/2022]
Abstract
OBJECTIVES Assess the validity and feasibility of current instrumented mouthguards (iMGs) and associated systems. METHODS Phase I; four iMG systems (Biocore-Football Research Inc (FRI), HitIQ, ORB, Prevent) were compared against dummy headform laboratory criterion standards (25, 50, 75, 100 g). Phase II; four iMG systems were evaluated for on-field validity of iMG-triggered events against video-verification to determine true-positives, false-positives and false-negatives (20±9 player matches per iMG). Phase III; four iMG systems were evaluated by 18 rugby players, for perceptions of fit, comfort and function. Phase IV; three iMG systems (Biocore-FRI, HitIQ, Prevent) were evaluated for practical feasibility (System Usability Scale (SUS)) by four practitioners. RESULTS Phase I; total concordance correlation coefficients were 0.986, 0.965, 0.525 and 0.984 for Biocore-FRI, HitIQ, ORB and Prevent. Phase II; different on-field kinematics were observed between iMGs. Positive predictive values were 0.98, 0.90, 0.53 and 0.94 for Biocore-FRI, HitIQ, ORB and Prevent. Sensitivity values were 0.51, 0.40, 0.71 and 0.75 for Biocore-FRI, HitIQ, ORB and Prevent. Phase III; player perceptions of fit, comfort and function were 77%, 6/10, 55% for Biocore-FRI, 88%, 8/10, 61% for HitIQ, 65%, 5/10, 43% for ORB and 85%, 8/10, 67% for Prevent. Phase IV; SUS (preparation-management) was 51.3-50.6/100, 71.3-78.8/100 and 83.8-80.0/100 for Biocore-FRI, HitIQ and Prevent. CONCLUSION This study shows differences between current iMG systems exist. Sporting organisations can use these findings when evaluating which iMG system is most appropriate to monitor head acceleration events in athletes, supporting player welfare initiatives related to concussion and head acceleration exposure.
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Affiliation(s)
- Ben Jones
- Carnegie Applied Rugby Research (CARR) Centre, Leeds Beckett University, Leeds, UK
- England Performance Unit, Rugby Football League, Manchester, UK
- Leeds Rhinos, Leeds, UK
- Human Biology, University of Cape Town, Division of Exercise and Sports Medicine, Cape Town, South Africa
- School of Science and Technology, University of New England, Armidale, New South Wales, Australia
| | - James Tooby
- Carnegie Applied Rugby Research (CARR) Centre, Leeds Beckett University, Leeds, UK
| | - Dan Weaving
- Carnegie Applied Rugby Research (CARR) Centre, Leeds Beckett University, Leeds, UK
| | - Kevin Till
- Carnegie Applied Rugby Research (CARR) Centre, Leeds Beckett University, Leeds, UK
- Leeds Rhinos, Leeds, UK
| | - Cameron Owen
- Carnegie Applied Rugby Research (CARR) Centre, Leeds Beckett University, Leeds, UK
- England Performance Unit, Rugby Football League, Manchester, UK
| | - Mark Begonia
- Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, Virginia, USA
| | - Keith A Stokes
- Department for Health, University of Bath, Bath, UK
- Rugby Football Union, Twickenham, UK
| | - Steven Rowson
- Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, Virginia, USA
| | - Gemma Phillips
- Carnegie Applied Rugby Research (CARR) Centre, Leeds Beckett University, Leeds, UK
- England Performance Unit, Rugby Football League, Manchester, UK
- Hull Kingston Rovers, Hull, UK
| | - Sharief Hendricks
- Carnegie Applied Rugby Research (CARR) Centre, Leeds Beckett University, Leeds, UK
- Human Biology, University of Cape Town, Division of Exercise and Sports Medicine, Cape Town, South Africa
| | - Éanna Cian Falvey
- World Rugby, World Rugby, Dublin, Ireland
- Department of Medicine, University College Cork, Cork, Ireland
| | - Marwan Al-Dawoud
- Carnegie Applied Rugby Research (CARR) Centre, Leeds Beckett University, Leeds, UK
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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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