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Zimmerman KA, Hain JA, Graham NSN, Rooney EJ, Lee Y, Del-Giovane M, Parker TD, Friedland D, Cross MJ, Kemp S, Wilson MG, Sylvester RJ, Sharp DJ. Prospective cohort study of long-term neurological outcomes in retired elite athletes: the Advanced BiomaRker, Advanced Imaging and Neurocognitive (BRAIN) Health Study protocol. BMJ Open 2024; 14:e082902. [PMID: 38663922 PMCID: PMC11043776 DOI: 10.1136/bmjopen-2023-082902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 03/26/2024] [Indexed: 04/28/2024] Open
Abstract
INTRODUCTION Although limited, recent research suggests that contact sport participation might have an adverse long-term effect on brain health. Further work is required to determine whether this includes an increased risk of neurodegenerative disease and/or subsequent changes in cognition and behaviour. The Advanced BiomaRker, Advanced Imaging and Neurocognitive Health Study will prospectively examine the neurological, psychiatric, psychological and general health of retired elite-level rugby union and association football/soccer players. METHODS AND ANALYSIS 400 retired athletes will be recruited (200 rugby union and 200 association football players, male and female). Athletes will undergo a detailed clinical assessment, advanced neuroimaging, blood testing for a range of brain health outcomes and neuropsychological assessment longitudinally. Follow-up assessments will be completed at 2 and 4 years after baseline visit. 60 healthy volunteers will be recruited and undergo an aligned assessment protocol including advanced neuroimaging, blood testing and neuropsychological assessment. We will describe the previous exposure to head injuries across the cohort and investigate relationships between biomarkers of brain injury and clinical outcomes including cognitive performance, clinical diagnoses and psychiatric symptom burden. ETHICS AND DISSEMINATION Relevant ethical approvals have been granted by the Camberwell St Giles Research Ethics Committee (Ref: 17/LO/2066). The study findings will be disseminated through manuscripts in clinical/academic journals, presentations at professional conferences and through participant and stakeholder communications.
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Affiliation(s)
- Karl A Zimmerman
- Centre for Care, Research and Technology, UK Dementia Research Institute, Imperial College London, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
- Centre for Injury Studies, Imperial College London, London, UK
| | - Jessica A Hain
- Centre for Care, Research and Technology, UK Dementia Research Institute, Imperial College London, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
| | - Neil S N Graham
- Centre for Care, Research and Technology, UK Dementia Research Institute, Imperial College London, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
- Centre for Injury Studies, Imperial College London, London, UK
| | - Erin Jane Rooney
- Centre for Care, Research and Technology, UK Dementia Research Institute, Imperial College London, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
- Institute of Sport, Exercise and Health (ISEH), University College London, London, UK
| | - Ying Lee
- Centre for Care, Research and Technology, UK Dementia Research Institute, Imperial College London, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
- Institute of Sport, Exercise and Health (ISEH), University College London, London, UK
| | - Martina Del-Giovane
- Centre for Care, Research and Technology, UK Dementia Research Institute, Imperial College London, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
| | - Thomas D Parker
- Centre for Care, Research and Technology, UK Dementia Research Institute, Imperial College London, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
- Department of Neurodegenerative Disease, The Dementia Research Centre, UCL Queen Square Institute of Neurology, London, UK
| | - Daniel Friedland
- Department of Brain Sciences, Imperial College London, London, UK
- Institute of Sport, Exercise and Health (ISEH), University College London, London, UK
| | - Matthew J Cross
- Carnegie Applied Rugby Research Centre, Carnegie School of Sport, Leeds Beckett University, Leeds, UK
- Premiership Rugby, London, UK
| | - Simon Kemp
- Rugby Football Union, Twickenham, UK
- London School of Hygiene & Tropical Medicine, London, UK
| | - Mathew G Wilson
- Institute of Sport, Exercise and Health (ISEH), University College London, London, UK
- HCA Healthcare Research Institute, London, UK
| | - Richard J Sylvester
- Institute of Sport, Exercise and Health (ISEH), University College London, London, UK
- Acute Stroke and Brain Injury Unit, National Hospital for Neurology and Neurosurgery, London, UK
| | - David J Sharp
- Centre for Care, Research and Technology, UK Dementia Research Institute, Imperial College London, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
- Centre for Injury Studies, Imperial College London, London, UK
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Ferreira VR, Metting E, Schauble J, Seddighi H, Beumeler L, Gallo V. eHealth tools to assess the neurological function for research, in absence of the neurologist - a systematic review, part I (software). J Neurol 2024; 271:211-230. [PMID: 37847293 PMCID: PMC10770248 DOI: 10.1007/s00415-023-12012-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 09/15/2023] [Accepted: 09/16/2023] [Indexed: 10/18/2023]
Abstract
BACKGROUND Neurological disorders remain a worldwide concern due to their increasing prevalence and mortality, combined with the lack of available treatment, in most cases. Exploring protective and risk factors associated with the development of neurological disorders will allow for improving prevention strategies. However, ascertaining neurological outcomes in population-based studies can be both complex and costly. The application of eHealth tools in research may contribute to lowering the costs and increase accessibility. The aim of this systematic review is to map existing eHealth tools assessing neurological signs and/or symptoms for epidemiological research. METHODS Four search engines (PubMed, Web of Science, Scopus & EBSCOHost) were used to retrieve articles on the development, validation, or implementation of eHealth tools to assess neurological signs and/or symptoms. The clinical and technical properties of the software tools were summarised. Due to high numbers, only software tools are presented here. FINDINGS A total of 42 tools were retrieved. These captured signs and/or symptoms belonging to four neurological domains: cognitive function, motor function, cranial nerves, and gait and coordination. An additional fifth category of composite tools was added. Most of the tools were available in English and were developed for smartphone device, with the remaining tools being available as web-based platforms. Less than half of the captured tools were fully validated, and only approximately half were still active at the time of data collection. INTERPRETATION The identified tools often presented limitations either due to language barriers or lack of proper validation. Maintenance and durability of most tools were low. The present mapping exercise offers a detailed guide for epidemiologists to identify the most appropriate eHealth tool for their research. FUNDING The current study was funded by a PhD position at the University of Groningen. No additional funding was acquired.
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Affiliation(s)
- Vasco Ribeiro Ferreira
- Department of Sustainable Health, University of Groningen, Campus Fryslân, Wirdumerdijk 34, 8911 CE, Leeuwarden, The Netherlands.
| | - Esther Metting
- Faculty of Economics and Business, University of Groningen, Groningen, The Netherlands
- University Medical College Groningen, Groningen, The Netherlands
| | - Joshua Schauble
- Department of Knowledge Infrastructure, University of Groningen, Campus Fryslân, Leeuwarden, The Netherlands
| | - Hamed Seddighi
- Department of Sustainable Health, University of Groningen, Campus Fryslân, Wirdumerdijk 34, 8911 CE, Leeuwarden, The Netherlands
- Department of Psychology, Faculty of Behavioural and Social Sciences, University of Groningen, Groningen, The Netherlands
| | - Lise Beumeler
- Department of Sustainable Health, University of Groningen, Campus Fryslân, Wirdumerdijk 34, 8911 CE, Leeuwarden, The Netherlands
- Department of Intensive Care, Medical Centre Leeuwarden, Leeuwarden, The Netherlands
| | - Valentina Gallo
- Department of Sustainable Health, University of Groningen, Campus Fryslân, Wirdumerdijk 34, 8911 CE, Leeuwarden, The Netherlands
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Roig-Uribe M, Serradell M, Muñoz-Lopetegi A, Gaig C, Iranzo A. Prior exposure to concussions in patients with isolated REM sleep behavior disorder. Sleep Med 2023; 110:254-257. [PMID: 37660513 DOI: 10.1016/j.sleep.2023.08.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 07/18/2023] [Accepted: 08/04/2023] [Indexed: 09/05/2023]
Abstract
OBJECTIVE Traumatic brain injury is associated with the late development of neurodegenerative diseases such as the synucleinopathies. Isolated REM sleep behavior disorder (IRBD) constitutes an early manifestation of the synucleinopathies. We assessed whether lifetime history of concussive episodes is common in IRBD and examined its characteristics and clinical significance. METHODS Prior exposure to concussions was evaluated by interviewing polysomnographically-confirmed IRBD patients and controls without IRBD, and by the BRAIN-Q questionnaire. RESULTS We recruited 199 IRBD patients aged 73.2 ± 7.7 years and 168 age and sex matched controls. Previous history of concussion was more common in patients than in controls (21.1% versus 10.1%, p = 0.004). In patients, concussions occurred at the age of 24.7 ± 20.6 years. The interval between concussion and IRBD diagnosis was 43.0 ± 19.0 years. There were no differences between patients and controls in the causes of concussions (e.g., traffic accidents, sport practice), and number of events resulting in skull fractures, urgent medical assistance, and hospitalization. After a follow-up of 5.7 ± 4.7 years from IRBD diagnosis, 21.1% patients developed an overt synucleinopathy with an interval of 49.3 ± 24.2 years between concussion and synucleinopathy diagnosis. The risk to develop a synucleinopathy was similar between patients with and without concussions (p = 0.57). CONCLUSIONS Previous history of concussion is common in IRBD. Our observations may suggest that in individuals with increased susceptibility, early-life concussions may trigger a slow neurodegenerative process leading four decades later to IRBD. This study highlights the need for head injury prevention, particularly in early life.
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Affiliation(s)
- Mónica Roig-Uribe
- Sleep Disorders Center, Neurology Service, Hospital Clínic Barcelona, Universitat de Barcelona, IDIBAPS, CIBERNED: CB06/05/0018-ISCIII, Barcelona, Spain
| | - Mònica Serradell
- Sleep Disorders Center, Neurology Service, Hospital Clínic Barcelona, Universitat de Barcelona, IDIBAPS, CIBERNED: CB06/05/0018-ISCIII, Barcelona, Spain
| | - Amaia Muñoz-Lopetegi
- Sleep Disorders Center, Neurology Service, Hospital Clínic Barcelona, Universitat de Barcelona, IDIBAPS, CIBERNED: CB06/05/0018-ISCIII, Barcelona, Spain
| | - Carles Gaig
- Sleep Disorders Center, Neurology Service, Hospital Clínic Barcelona, Universitat de Barcelona, IDIBAPS, CIBERNED: CB06/05/0018-ISCIII, Barcelona, Spain
| | - Alex Iranzo
- Sleep Disorders Center, Neurology Service, Hospital Clínic Barcelona, Universitat de Barcelona, IDIBAPS, CIBERNED: CB06/05/0018-ISCIII, Barcelona, Spain.
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Basinas I, McElvenny DM, Brooker F, Robertson S, van Hoecke Y, Kemp S, Pearce N, Gallo V, Cherrie JW. Exposure assessment for repeated sub-concussive head impacts in soccer: The HEalth and Ageing Data IN the Game of football (HEADING) study. Int J Hyg Environ Health 2023; 253:114235. [PMID: 37552911 DOI: 10.1016/j.ijheh.2023.114235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Revised: 07/18/2023] [Accepted: 07/27/2023] [Indexed: 08/10/2023]
Abstract
The purpose of this paper was to develop exposure estimates for repetitive sub-concussive head impacts (RSHI) for use in epidemiological analyses. We used a questionnaire to collect lifetime history of heading and other head contacts associated with training and playing football from 159 former footballers all members of the English professional football association. We used linear mixed effect regression with player as the random effect, to model the number of headers, blows to the head and head-to-head impacts as a function of potential exposure affecting factors, which were treated as the fixed effects. Exposure affecting factors included playing position, league, context of play (game vs training) and decade of play. Age at time of response to the questionnaire was also included in the models. In model results, playing position was important, with RSHIs being highest among defenders and lowest among goalkeepers. Players headed the ball more during games than in training, and when playing in amateur or youth leagues compared with semi-professional or professional leagues. The average number of reported head impacts declined linearly throughout the observation period (1949-2015). The derived final model for headers explained 43%, 9% and 36% of the between player, within player and total variance in exposure, respectively with good precision and predictive performance. These findings are generally in agreement with previously published results pointing towards the models forming a valid method for estimating exposure to RSHI among former footballers although some further external validation is still warranted.
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Affiliation(s)
- Ioannis Basinas
- Center for Occupational and Environmental Health, Division of Population Health, Health Services Research and Primary Care, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK; Research Group, Institute of Occupational Medicine, Edinburgh, UK.
| | - Damien M McElvenny
- Center for Occupational and Environmental Health, Division of Population Health, Health Services Research and Primary Care, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK; Research Group, Institute of Occupational Medicine, Edinburgh, UK
| | - Finley Brooker
- Research Group, Institute of Occupational Medicine, Edinburgh, UK
| | - Steven Robertson
- Department of Medical Statistics, London School of Hygiene & Tropical Medicine, London, UK
| | - Yvonne van Hoecke
- Department of Medical Statistics, London School of Hygiene & Tropical Medicine, London, UK
| | - Simon Kemp
- Department of Medical Statistics, London School of Hygiene & Tropical Medicine, London, UK; Rugby Football Union, London, UK
| | - Neil Pearce
- Department of Medical Statistics, London School of Hygiene & Tropical Medicine, London, UK
| | - Valentina Gallo
- Department of Sustainable Health, Campus Fryslan, University of Groningen, Leeuwarden, the Netherlands
| | - John W Cherrie
- Research Group, Institute of Occupational Medicine, Edinburgh, UK; School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh, UK
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Gallo V, McElvenny DM, Seghezzo G, Kemp S, Williamson E, Lu K, Mian S, James L, Hobbs C, Davoren D, Arden N, Davies M, Malaspina A, Loosemore M, Stokes K, Cross M, Crutch S, Zetterberg H, Pearce N. Concussion and long-term cognitive function among rugby players-The BRAIN Study. Alzheimers Dement 2021; 18:1164-1176. [PMID: 34668650 PMCID: PMC9298292 DOI: 10.1002/alz.12455] [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: 01/19/2021] [Revised: 07/06/2021] [Accepted: 07/07/2021] [Indexed: 11/11/2022]
Abstract
Objective The BRAIN Study was established to assess the associations between self‐reported concussions and cognitive function among retired rugby players. Methods Former elite‐level male rugby union players (50+ years) in England were recruited. Exposure to rugby‐related concussion was collected using the BRAIN‐Q tool. The primary outcome measure was the Preclinical Alzheimer Cognitive Composite (PACC). Linear regressions were conducted for the association between concussion and PACC score, adjusting for confounders. Results A total of 146 participants were recruited. The mean (standard deviation) length of playing career was 15.8 (5.4) years. A total of 79.5% reported rugby‐related concussion(s). No association was found between concussion and PACC (β –0.03 [95% confidence interval (CI): –1.31, 0.26]). However, participants aged 80+ years reporting 3+ concussions had worse cognitive function than those without concussion (β –1.04 [95% CI: –1.62, –0.47]). Conclusions Overall there was no association between concussion and cognitive function; however, a significant interaction with age revealed an association in older participants.
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Affiliation(s)
- Valentina Gallo
- Centre for Primary Care and Public Health, Queen Mary, University of London, London, UK.,Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, UK.,School of Public Health, Imperial College London, London, UK.,Campus Fryslân, University of Groningen, Leeuwarden, the Netherlands
| | - Damien M McElvenny
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, UK.,Research Group, Institute of Occupational Medicine, Edinburgh, UK.,Centre for Occupational and Environmental Health, University of Manchester, Manchester, UK
| | - Giulia Seghezzo
- Centre for Primary Care and Public Health, Queen Mary, University of London, London, UK
| | - Simon Kemp
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, UK.,Rugby Football Union, London, UK
| | - Elizabeth Williamson
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, UK
| | - Kirsty Lu
- Dementia Research Centre, UCL Queen Square Institute of Neurology, London, UK
| | - Saba Mian
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, UK
| | - Laura James
- Centre for Primary Care and Public Health, Queen Mary, University of London, London, UK
| | - Catherine Hobbs
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, UK.,Department of Health for Keith Stokes and Madeleine Davies, Department of Psychology for Catherine Hobbs, University of Bath, Bath, UK
| | - Donna Davoren
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, UK
| | - Nigel Arden
- Centre for Sport, Exercise & Osteoarthritis Research Versus Arthritis, University of Oxford, Oxford, UK
| | - Madeline Davies
- Department of Health for Keith Stokes and Madeleine Davies, Department of Psychology for Catherine Hobbs, University of Bath, Bath, UK.,Centre for Sport, Exercise & Osteoarthritis Research Versus Arthritis, University of Oxford, Oxford, UK
| | | | - Michael Loosemore
- Institute of Sport Exercise and Health, University College London, London, UK
| | - Keith Stokes
- Rugby Football Union, London, UK.,Department of Health for Keith Stokes and Madeleine Davies, Department of Psychology for Catherine Hobbs, University of Bath, Bath, UK
| | - Matthew Cross
- Department of Health for Keith Stokes and Madeleine Davies, Department of Psychology for Catherine Hobbs, University of Bath, Bath, UK.,Premiership Rugby, London, UK
| | - Sebastian Crutch
- Dementia Research Centre, UCL Queen Square Institute of Neurology, London, UK
| | - Henrik Zetterberg
- UK Dementia Research Institute, UCL Queen Square Institute of Neurology, London, UK.,UK Dementia Research Institute, University College London, London, UK.,Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden.,Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Neil Pearce
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, UK
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