1
|
Chandran A, Boltz AJ, Baker J, Anderson M, Rao N, Collins CL. Concussion in high school sports: findings from injury surveillance. Pediatr Res 2025:10.1038/s41390-025-03863-y. [PMID: 39833348 DOI: 10.1038/s41390-025-03863-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Revised: 12/20/2024] [Accepted: 12/27/2024] [Indexed: 01/22/2025]
Abstract
BACKGROUND We aimed to examine the epidemiology of concussions within high school (HS) boys' and girls' sports, and to assess the incidence of concussion within HS sports during the timespan inclusive of the COVID-19 pandemic. METHODS We analyzed data captured within High School Reporting Information Online (HS RIO) during 2018/19-2022/23. Injury counts, rates (enumerated per 10,000 athlete-exposures (AEs)), and proportions were used to describe injury characteristics by sport, event type, injury mechanism, and injury history. Injury rate ratios (IRR) and accompanying 95% Confidence Intervals (CIs) were used to evaluate differential injury incidence across event types and sports. RESULTS A total of 4663 concussions were reported during the study period (Rate = 3.50 per 10,000 AEs). Overall rates were highest in boys' football (8.22 per 10,000 AEs) and girls' soccer (6.11 per 10,000 AEs). Among sex-comparable sports, overall concussion rates were higher in girls' sports as compared with boys' sports (IRR = 2.15; 95%CI = [1.94, 2.37]). Concussion rates fluctuated across the study period and were lower during the COVID-19-impacted seasons, as compared with neighboring years. CONCLUSIONS Our findings underscore the necessity for continuous surveillance of concussions in HS sports and suggest that concussion incidence in girls' sports warrants targeted attention. IMPACT Sport-related concussions are a significant concern, particularly in youth athletics, with changes to concussion management and the impact of the COVID-19 pandemic necessitating a re-evaluation of concussion incidence and management in high school sports. In this surveillance study (2018/19-2022/23), boys' football and girls' soccer had the highest concussion rates, with a decrease in incidence observed during the COVID-19 pandemic as compared with surrounding years. The incidence of concussions in girls' sports requires increased scrutiny, especially due to an overall increase in incidence density observed after an initial decrease during the COVID-19 pandemic.
Collapse
Affiliation(s)
- Avinash Chandran
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, IN, USA.
| | - Adrian J Boltz
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, IN, USA
- Michigan Concussion Center, University of Michigan Ann Arbor, Ann Arbor, MI, USA
| | - Jillian Baker
- Department of Epidemiology, University of Michigan Ann Arbor, Ann Arbor, MI, USA
| | - Megan Anderson
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, IN, USA
| | - Neel Rao
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, IN, USA
| | - Christy L Collins
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, IN, USA
| |
Collapse
|
2
|
Shepherd HA, Critchley ML, Emery CA, Caron JG. After the buzzer sounds: Adults unveil the consequences of concussions sustained during adolescence. Neuropsychol Rehabil 2024:1-26. [PMID: 39679598 DOI: 10.1080/09602011.2024.2439332] [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: 05/02/2024] [Accepted: 12/03/2024] [Indexed: 12/17/2024]
Abstract
Concussions are commonly occurring injuries in sport. The short-term impacts of concussions, including symptoms and recovery trajectories, often are the focus of concussion research. However, limited studies have explored the long-term consequences of concussions, especially in adolescents. The purpose of this study was to explore adults' experiences with concussions sustained during their adolescence (5-15 years prior). This qualitative study was guided by an interpretivist philosophy. Twenty young adults (11 men, 9 women, median age 26) who had sustained at least one sport-related concussion during their adolescence participated in a one-on-one semi-structured interview. We aimed to explore their experiences with their concussion at the time of injury and any consequences they experienced as a result of their concussion. We organized participants' concussion experiences into six main themes: (1) Concussion diagnosis and experiences with health care providers; (2) Emotional symptoms following concussion; (3) Concussion recovery; (4) Change in sport participation and engagement; (5) Concern about the potential long-term consequences; and (6) Impact on social relationships. We used the Biopsychosocial Model of Sport Injury Rehabilitation to organize the themes. Future research should explore how acute multi-disciplinary support could reduce the negative long-term consequences of concussion in adolescents.
Collapse
Affiliation(s)
- Heather A Shepherd
- Department of Occupational Science and Occupational Therapy, University of Toronto, Toronto, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto, Canada
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Canada
| | - Meghan L Critchley
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada
- O'Brien Institute for Public Health, University of Calgary, Calgary, Canada
- McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, Canada
| | - Carolyn A Emery
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Canada
- O'Brien Institute for Public Health, University of Calgary, Calgary, Canada
- McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Canada
- Departments of Pediatrics and Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Jeffrey G Caron
- School of Kinesiology and Physical Activity Sciences, Faculty of Medicine, Université de Montréal, Montreal, Canada
- Center for Interdisciplinary Research in Rehabilitation, Montreal, Canada
| |
Collapse
|
3
|
Ren S, McDonald CC, Corwin DJ, Wiebe DJ, Master CL, Arbogast KB. Response Rate Patterns in Adolescents With Concussion Using Mobile Health and Remote Patient Monitoring: Observational Study. JMIR Pediatr Parent 2024; 7:e53186. [PMID: 38722194 PMCID: PMC11089889 DOI: 10.2196/53186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 03/05/2024] [Accepted: 03/26/2024] [Indexed: 05/15/2024] Open
Abstract
Background A concussion is a common adolescent injury that can result in a constellation of symptoms, negatively affecting academic performance, neurobiological development, and quality of life. Mobile health (mHealth) technologies, such as apps for patients to report symptoms or wearables to measure physiological metrics like heart rate, have been shown to be promising in health maintenance. However, there is limited evidence about mHealth engagement in adolescents with a concussion during their recovery course. Objective This study aims to determine the response rate and response rate patterns in concussed adolescents reporting their daily symptoms through mHealth technology. It will also examine the effect of time-, demographic-, and injury-related characteristics on response rate patterns. Methods Participants aged between 11-18 years (median days since injury at enrollment: 11 days) were recruited from the concussion program of a tertiary care academic medical center and a suburban school's athletic teams. They were asked to report their daily symptoms using a mobile app. Participants were prompted to complete the Post-Concussion Symptom Inventory (PCSI) 3 times (ie, morning, afternoon, and evening) per day for 4 weeks following enrollment. The primary outcome was the response rate pattern over time (by day since initial app use and the day since injury). Time-, demographic-, and injury-related differences in reporting behaviors were compared using Mann Whitney U tests. Results A total of 56 participants were enrolled (mean age 15.3, SD 1.9 years; n=32, 57% female). The median response rate across all days of app use in the evening was 37.0% (IQR 27.2%-46.4%), which was significantly higher than the morning (21.2%, IQR 15.6%-30.5%) or afternoon (26.4%, IQR 21.1%-31.5%; P<.001). The median daily response was significantly different by sex (female: 53.8%, IQR 46.2%-64.2% vs male: 42.0%, IQR 28.6%-51.1%; P=.003), days since injury to app use (participants starting to use the app >7 days since injury: 54.1%, IQR 47.4%-62.2% vs starting to use the app ≤7 days since injury: 38.0%, IQR 26.0%-53.3%; P=.002), and concussion history (participants with a history of at least one prior concussion: 57.4%, IQR 44.5%-70.5% vs participants without concussion history: 42.3%, IQR 36.8%-53.5%; P=.03). There were no significant differences by age. Differences by injury mechanism (sports- and recreation-related injury: 39.6%, IQR 36.1%-50.4% vs non-sports- or recreation-related injury: 30.6%, IQR 20.0%-42.9%; P=.04) and initial symptom burden (PCSI scores greater than the median score of 47: 40.9%, IQR 35.2%-53.8% vs PCSI scores less than or equal to the median score: 31.9%, IQR 24.6%-40.6%; P=.04) were evident in the evening response rates; however, daily rates were not statistically different. Conclusions Evening may be the optimal time to prompt for daily concussion symptom assessment among concussed adolescents compared with morning or afternoon. Multiple demographic- and injury-related characteristics were associated with higher daily response rates, including for female participants, those with more than 1 week from injury to beginning mHealth monitoring, and those with a history of at least one previous concussion. Future studies may consider incentive strategies or adaptive digital concussion assessments to increase response rates in populations with low engagement.
Collapse
Affiliation(s)
- Sicong Ren
- Center for Injury Research and Prevention, The Children’s Hospital of Philadelphia, Philadelphia, PA, United States
| | - Catherine C McDonald
- Center for Injury Research and Prevention, The Children’s Hospital of Philadelphia, Philadelphia, PA, United States
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- School of Nursing, University of Pennsylvania, Philadelphia, PA, United States
| | - Daniel J Corwin
- Center for Injury Research and Prevention, The Children’s Hospital of Philadelphia, Philadelphia, PA, United States
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Division of Emergency Medicine, The Children’s Hospital of Philadelphia, Philadelphia, PA, United States
| | - Douglas J Wiebe
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, United States
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, PA, United States
| | - Christina L Master
- Center for Injury Research and Prevention, The Children’s Hospital of Philadelphia, Philadelphia, PA, United States
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Sports Medicine and Performance Center, The Children’s Hospital of Philadelphia, Philadelphia, PA, United States
| | - Kristy B Arbogast
- Center for Injury Research and Prevention, The Children’s Hospital of Philadelphia, Philadelphia, PA, United States
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- Division of Emergency Medicine, The Children’s Hospital of Philadelphia, Philadelphia, PA, United States
| |
Collapse
|
4
|
Luszawski CA, Plourde V, Sick SR, Galarneau JM, Eliason PH, Brooks BL, Mrazik M, Debert CT, Lebrun C, Babul S, Hagel BE, Dukelow SP, Schneider KJ, Emery CA, Yeates KO. Psychosocial Factors Associated With Time to Recovery After Concussion in Adolescent Ice Hockey Players. Clin J Sport Med 2024; 34:256-265. [PMID: 37707392 DOI: 10.1097/jsm.0000000000001187] [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: 04/06/2023] [Accepted: 08/06/2023] [Indexed: 09/15/2023]
Abstract
OBJECTIVE To investigate the association between psychosocial factors and physician clearance to return to play (RTP) in youth ice hockey players after sport-related concussion. DESIGN Prospective cohort study, Safe to Play (2013-2018). SETTING Youth hockey leagues in Alberta and British Columbia, Canada. PARTICIPANTS Three hundred fifty-three ice hockey players (aged 11-18 years) who sustained a total of 397 physician-diagnosed concussions. INDEPENDENT VARIABLES Psychosocial variables. MAIN OUTCOME MEASURES Players and parents completed psychosocial questionnaires preinjury. Players with a suspected concussion were referred for a study physician visit, during which they completed the Sport Concussion Assessment Tool (SCAT3/SCAT5) and single question ratings of distress and expectations of recovery. Time to recovery (TTR) was measured as days between concussion and physician clearance to RTP. Accelerated failure time models estimated the association of psychosocial factors with TTR, summarized with time ratios (TRs). Covariates included age, sex, body checking policy, days from concussion to the initial physician visit, and symptom severity at the initial physician visit. RESULTS Self-report of increased peer-related problems on the Strengths and Difficulties Questionnaire (TR, 1.10 [95% CI, 1.02-1.19]), higher ratings of distress about concussion outcomes by participants (TR, 1.06 [95% CI, 1.01-1.11]) and parents (TR, 1.05 [95% CI, 1.01-1.09]), and higher parent ratings of distress about their child's well-being at the time of injury (TR, 1.06 [95% CI, 1.02-1.09]) were associated with longer recovery. CONCLUSIONS Greater pre-existing peer-related problems and acute distress about concussion outcomes and youth well-being predicted longer TTR. Treatment targeting these psychosocial factors after concussion may promote recovery.
Collapse
Affiliation(s)
- Caroline A Luszawski
- Department of Psychology, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, Calgary, Alberta, Canada
| | - Vickie Plourde
- School of Psychology, Université de Moncton, Moncton, New Brunswick, Canada
- Centre de Formation médicale du Nouveau-Brunswick, Université de Sherbrooke, Sherbrooke, New Brunswick, Canada
- Faculté Saint-Jean, University of Alberta, Edmonton, Alberta, Canada
| | - Stacy R Sick
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Jean-Michel Galarneau
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Paul H Eliason
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Brian L Brooks
- Department of Psychology, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, Calgary, Alberta, Canada
- Alberta Children's Hospital, Neurosciences Program, Calgary, Alberta, Canada
- Departments of Pediatrics and Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Martin Mrazik
- Department of Educational Psychology, University of Alberta, Edmonton, Alberta, Canada
| | - Chantel T Debert
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Constance Lebrun
- Glen Sather Sports Medicine Clinic, Department of Family Medicine, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Shelina Babul
- Department of Pediatrics, Faculty of Medicine, BC Children's Hospital, University of British Columbia, Vancouver, British Columbia, Canada
| | - Brent E Hagel
- Alberta Children's Hospital Research Institute, Calgary, Alberta, Canada
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
- Departments of Pediatrics and Community Health Sciences, Cumming School of Medicine, O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Sean P Dukelow
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
- Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada; and
| | - Kathryn J Schneider
- Alberta Children's Hospital Research Institute, Calgary, Alberta, Canada
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
- Sport Medicine Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Carolyn A Emery
- Alberta Children's Hospital Research Institute, Calgary, Alberta, Canada
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
- Departments of Pediatrics and Community Health Sciences, Cumming School of Medicine, O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Keith Owen Yeates
- Department of Psychology, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| |
Collapse
|
5
|
Knight LS, Knight TA. Making the case for prophylactic use of betaine to promote brain health in young (15-24 year old) athletes at risk for concussion. Front Neurosci 2023; 17:1214976. [PMID: 37811321 PMCID: PMC10556504 DOI: 10.3389/fnins.2023.1214976] [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: 05/01/2023] [Accepted: 08/29/2023] [Indexed: 10/10/2023] Open
Abstract
Betaine supplementation in the context of human nutrition, athletic performance, and clinical therapy demonstrate that the osmolyte and methyl donor, betaine, is cytoprotective and beneficial to human health. These studies also demonstrate that betaine supplementation in healthy humans is straight-forward with no reported adverse effects. Here, we explore betaine uptake in the central nervous system (CNS) and contribute to evidence that betaine may be uniquely protective to the brain. We specifically describe the therapeutic potential of betaine and explore the potential implications of betaine on inhibition mediated by GABA and glycine neurotransmission. The influence of betaine on neurophysiology complement betaine's role as an osmolyte and metabolite and is consistent with clinical evidence of betaine-mediated improvements to cognitive function (reported in elderly populations) and its anti-convulsant properties. Betaine's therapeutic potential in neurological disorders including epilepsy and neurodegenerative diseases combined with benefits of betaine supplementation on athletic performance support the unique application of betaine as a prophylaxis to concussion. As an example, we identify young athletes (15-24 years old), especially females, for prophylactic betaine supplementation to promote brain health and resilience in a cohort at high risk for concussion and for developing Alzheimer's disease.
Collapse
Affiliation(s)
| | - Thomas A. Knight
- Biology Department, Whitman College, Walla Walla, WA, United States
| |
Collapse
|
6
|
McAlister KL, Mack WJ, Bir C, Baron DA, Som C, Li K, Chavarria-Garcia A, Sawardekar S, Baron D, Toth Z, Allem C, Beatty N, Nakayama J, Kelln R, Zaslow T, Bansal R, Peterson BS. Longitudinal, prospective study of head impacts in male high school football players. PLoS One 2023; 18:e0291374. [PMID: 37682984 PMCID: PMC10490840 DOI: 10.1371/journal.pone.0291374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 08/26/2023] [Indexed: 09/10/2023] Open
Abstract
INTRODUCTION Repetitive, subconcussive events may adversely affect the brain and cognition during sensitive periods of development. Prevention of neurocognitive consequences of concussion in high school football is therefore an important public health priority. We aimed to identify the player positions and demographic, behavioral, cognitive, and impact characteristics that predict the frequency and acceleration of head impacts in high school football players. METHODS In this prospective study, three cohorts of adolescent male athletes (N = 53, 28.3% Hispanic) were recruited over three successive seasons in a high school American football program. Demographic and cognitive functioning were assessed at baseline prior to participating in football. Helmet sensors recorded impact frequency and acceleration. Each head impact was captured on film from five different angles. Research staff verified and characterized on-field impacts. Player-level Poisson regressions and year-level and impact-level linear mixed-effect models were used to determine demographic, behavioral, cognitive, and impact characteristics as predictors of impact frequency and acceleration. RESULTS 4,678 valid impacts were recorded. Impact frequency positively associated with baseline symptoms of hyperactivity-impulsivity [β(SE) = 1.05 impacts per year per unit of symptom severity (1.00), p = 0.01] and inattentiveness [β(SE) = 1.003 impacts per year per T-score unit (1.001), p = 0.01]. Compared to quarterbacks, the highest acceleration impacts were sustained by kickers/punters [β(SE) = 21.5 g's higher (7.1), p = 0.002], kick/punt returners [β(SE) = 9.3 g's higher (4.4), p = 0.03], and defensive backs [β(SE) = 4.9 g's higher (2.5), p = 0.05]. Impacts were more frequent in the second [β(SE) = 33.4 impacts (14.2), p = 0.02)] and third [β(SE) = 50.9 impacts (20.1), p = 0.01] year of play. Acceleration was highest in top-of-the-head impacts [β(SE) = 4.4 g's higher (0.8), p<0.001]. CONCLUSION Including screening questions for Attention-Deficit/Hyperactivity Disorder in pre-participation evaluations can help identify a subset of prospective football players who may be at risk for increased head impacts. Position-specific strategies to modify kickoffs and correct tackling and blocking may also reduce impact burden.
Collapse
Affiliation(s)
- Kelsey L. McAlister
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States of America
| | - Wendy J. Mack
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States of America
| | - Cynthia Bir
- Department of Biomedical Engineering, Wayne State University, Detroit, MI, United States of America
| | - David A. Baron
- Western University, Pomona, CA, United States of America
| | - Christine Som
- Institute for the Developing Mind, Children’s Hospital, Los Angeles, CA, United States of America
| | - Karen Li
- Institute for the Developing Mind, Children’s Hospital, Los Angeles, CA, United States of America
| | - Anthony Chavarria-Garcia
- Institute for the Developing Mind, Children’s Hospital, Los Angeles, CA, United States of America
| | - Siddhant Sawardekar
- Institute for the Developing Mind, Children’s Hospital, Los Angeles, CA, United States of America
| | - David Baron
- Institute for the Developing Mind, Children’s Hospital, Los Angeles, CA, United States of America
| | - Zachary Toth
- Institute for the Developing Mind, Children’s Hospital, Los Angeles, CA, United States of America
| | - Courtney Allem
- Institute for the Developing Mind, Children’s Hospital, Los Angeles, CA, United States of America
| | - Nicholas Beatty
- Institute for the Developing Mind, Children’s Hospital, Los Angeles, CA, United States of America
| | - Junko Nakayama
- Crescenta Valley High School, La Crescenta, CA, United States of America
| | - Ryan Kelln
- Institute for the Developing Mind, Children’s Hospital, Los Angeles, CA, United States of America
| | - Tracy Zaslow
- Institute for the Developing Mind, Children’s Hospital, Los Angeles, CA, United States of America
| | - Ravi Bansal
- Institute for the Developing Mind, Children’s Hospital, Los Angeles, CA, United States of America
- Department of Pediatrics, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States of America
| | - Bradley S. Peterson
- Institute for the Developing Mind, Children’s Hospital, Los Angeles, CA, United States of America
- Department of Psychiatry, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States of America
| |
Collapse
|
7
|
Mayer AR, Ling JM, Dodd AB, Stephenson DD, Pabbathi Reddy S, Robertson-Benta CR, Erhardt EB, Harms RL, Meier TB, Vakhtin AA, Campbell RA, Sapien RE, Phillips JP. Multicompartmental models and diffusion abnormalities in paediatric mild traumatic brain injury. Brain 2022; 145:4124-4137. [PMID: 35727944 DOI: 10.1093/brain/awac221] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 04/29/2022] [Accepted: 06/09/2022] [Indexed: 01/23/2023] Open
Abstract
The underlying pathophysiology of paediatric mild traumatic brain injury and the time-course for biological recovery remains widely debated, with clinical care principally informed by subjective self-report. Similarly, clinical evidence indicates that adolescence is a risk factor for prolonged recovery, but the impact of age-at-injury on biomarkers has not been determined in large, homogeneous samples. The current study collected diffusion MRI data in consecutively recruited patients (n = 203; 8-18 years old) and age and sex-matched healthy controls (n = 170) in a prospective cohort design. Patients were evaluated subacutely (1-11 days post-injury) as well as at 4 months post-injury (early chronic phase). Healthy participants were evaluated at similar times to control for neurodevelopment and practice effects. Clinical findings indicated persistent symptoms at 4 months for a significant minority of patients (22%), along with residual executive dysfunction and verbal memory deficits. Results indicated increased fractional anisotropy and reduced mean diffusivity for patients, with abnormalities persisting up to 4 months post-injury. Multicompartmental geometric models indicated that estimates of intracellular volume fractions were increased in patients, whereas estimates of free water fractions were decreased. Critically, unique areas of white matter pathology (increased free water fractions or increased neurite dispersion) were observed when standard assumptions regarding parallel diffusivity were altered in multicompartmental models to be more biologically plausible. Cross-validation analyses indicated that some diffusion findings were more reproducible when ∼70% of the total sample (142 patients, 119 controls) were used in analyses, highlighting the need for large-sample sizes to detect abnormalities. Supervised machine learning approaches (random forests) indicated that diffusion abnormalities increased overall diagnostic accuracy (patients versus controls) by ∼10% after controlling for current clinical gold standards, with each diffusion metric accounting for only a few unique percentage points. In summary, current results suggest that novel multicompartmental models are more sensitive to paediatric mild traumatic brain injury pathology, and that this sensitivity is increased when using parameters that more accurately reflect diffusion in healthy tissue. Results also indicate that diffusion data may be insufficient to achieve a high degree of objective diagnostic accuracy in patients when used in isolation, which is to be expected given known heterogeneities in pathophysiology, mechanism of injury and even criteria for diagnoses. Finally, current results indicate ongoing clinical and physiological recovery at 4 months post-injury.
Collapse
Affiliation(s)
- Andrew R Mayer
- The Mind Research Network/LBERI, Albuquerque, NM 87106, USA.,Department of Psychology, University of New Mexico, Albuquerque, NM 87131, USA.,Department of Neurology, University of New Mexico, Albuquerque, NM 87131, USA.,Department of Psychiatry and Behavioral Sciences, University of New Mexico, Albuquerque, NM 87131, USA
| | - Josef M Ling
- The Mind Research Network/LBERI, Albuquerque, NM 87106, USA
| | - Andrew B Dodd
- The Mind Research Network/LBERI, Albuquerque, NM 87106, USA
| | | | | | | | - Erik B Erhardt
- Department of Mathematics and Statistics, University of New Mexico, Albuquerque, NM 87131, USA
| | | | - Timothy B Meier
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI 53226, USA.,Department of Cell Biology, Neurobiology and Anatomy, Medical College of Wisconsin, Milwaukee, WI 53226, USA.,Department of Biomedical Engineering, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | | | - Richard A Campbell
- Department of Psychiatry and Behavioral Sciences, University of New Mexico, Albuquerque, NM 87131, USA
| | - Robert E Sapien
- Department of Emergency Medicine, University of New Mexico, Albuquerque, NM 87131, USA
| | - John P Phillips
- The Mind Research Network/LBERI, Albuquerque, NM 87106, USA.,Department of Neurology, University of New Mexico, Albuquerque, NM 87131, USA
| |
Collapse
|
8
|
Harrison A, Lane-Cordova A, La Fountaine MF, Moore RD. Concussion History and Heart Rate Variability During Bouts of Acute Stress. J Athl Train 2022; 57:741-747. [PMID: 36356617 PMCID: PMC9661928 DOI: 10.4085/1062-6050-0314.21] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
CONTEXT After a sport-related concussion, many athletes experience persisting neurophysiological alterations. These alterations may be absent at rest but emerge during moments of physiological stress. Unnoticed and untreated neurophysiological dysfunction may negatively affect long-term neurologic health in adolescent athletes, as they are at a critical point in development. OBJECTIVE To assess cardio-autonomic functioning in athletes with and those without a history of concussion by quantifying measures of heart rate variability (HRV) during times of physical and mental exertion. DESIGN Case-control study. SETTING Research laboratory. PATIENTS OR OTHER PARTICIPANTS Thirty-four male Hockey Quebec Midget-AAA hockey players were separated into those with (n = 16; age = 16.06 ± 0.73 years, body mass index = 23.29 ± 1.79) and those without (n = 18; age = 15.98 ± 0.62 years, body mass index = 23.60 ± 2.49) a history of concussion. INTERVENTION(S) All athletes underwent a series of HRV recording sessions (1) at rest, (2) while completing a cognitive task at rest, and (3) while completing a cognitive task after a bout of submaximal aerobic exercise. MAIN OUTCOME MEASURE(S) Time-domain measures of HRV, including mean NN intervals, SD of NN intervals, and root mean square of successive NN interval differences, were quantified for each assessment. RESULTS No differences in characteristics were evident between groups. No between-groups differences in HRV at rest were observed. However, during the cognitive task at rest and after aerobic exercise, athletes with a history of concussion demonstrated a higher SD of NN intervals (78.1 ± 4.3 versus 63.2 ± 4.1 milliseconds and 71.2 ± 4.3 versus 65.2 ± 3.8 milliseconds, respectively; F1,31 = 4.31, P = .046) and root mean square of successive NN interval differences (75.8 ± 6.0 versus 59.0 ± 5.6 milliseconds and 74.0 ± 5.5 versus 59.0 ± 5.2 milliseconds, respectively; F1,31 = 4.88, P = .04) than athletes without a history of concussion. CONCLUSIONS Concussive injuries may result in long-term cardio-autonomic dysfunction. These deficits may not be present at rest but may be triggered by physiological stress.
Collapse
Affiliation(s)
- Adam Harrison
- Department of Exercise Science, University of South Carolina, Columbia
| | - Abbi Lane-Cordova
- Department of Exercise Science, University of South Carolina, Columbia
| | - Michael F. La Fountaine
- Department of Physical Therapy, The Institute for Advanced Study of Rehabilitation and Sports Science, Seton Hall University, Nutley, NJ
- Departments of Medical Sciences and Neurology, Hackensack Meridian School of Medicine, Seton Hall University, Nutley, NJ
| | | |
Collapse
|
9
|
Socioeconomic and demographic considerations of pediatric concussion recovery. J Clin Neurosci 2022; 100:94-99. [DOI: 10.1016/j.jocn.2022.04.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 03/21/2022] [Accepted: 04/09/2022] [Indexed: 11/20/2022]
|
10
|
Virani S, Barton A, Goodyear BG, Yeates KO, Brooks BL. Susceptibility-Weighted Magnetic Resonance Imaging (MRI) of Microbleeds in Pediatric Concussion. J Child Neurol 2021; 36:867-874. [PMID: 33966537 PMCID: PMC8438780 DOI: 10.1177/08830738211002946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE The long-term consequences of pediatric concussion on brain structure are poorly understood. This study aimed to evaluate the presence and clinical significance of cerebral microbleeds several years after pediatric concussion. METHODS Children and adolescents 8-19 years of age with either a history of concussion (n = 35), or orthopedic injury (n = 20) participated. Mean time since injury for the sample was 30.4 months (SD = 19.6). Participants underwent susceptibility-weighted imaging, rated their depression and postconcussion symptoms, and completed cognitive testing. Parents of participants also completed symptom ratings for their child. Hypointensities in susceptibility-weighted images indicative of cerebral microbleeds were calculated as a measure of hypointensity burden. RESULTS Hypointensity burden did not differ significantly between participants with a history of concussion and those with a history of orthopedic injury. Depression ratings (self and parent report), postconcussion symptom ratings (self and parent report), and cognitive performance did not significantly correlate with hypointensity burden in the concussion group. CONCLUSIONS These findings suggest that at approximately 2.5 years postinjury, children and adolescents with prior concussion do not have a greater amount of cerebral microbleeds compared to those with orthopedic injury. Future research should use longitudinal study designs and investigate children with persistent postconcussive symptoms to gain better insight into the long-term effects of concussion on cerebral microbleeds.
Collapse
Affiliation(s)
- Shane Virani
- Department of Pediatrics, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada,Department of Pediatrics, Neurosciences Program, Alberta Children’s Hospital, Calgary, Alberta, Canada
| | - Alexander Barton
- Department of Radiology, University of Calgary, Calgary, Alberta, Canada
| | - Bradley G. Goodyear
- Department of Radiology, University of Calgary, Calgary, Alberta, Canada,Department of Psychiatry, University of Calgary, Calgary, Alberta, Canada,Hotchkiss Brain Institute, Calgary, Alberta, Canada,Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Keith Owen Yeates
- Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada,Hotchkiss Brain Institute, Calgary, Alberta, Canada,Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada,Department of Psychology, University of Calgary, Calgary, Alberta, Canada,Alberta Children’s Hospital Research Institute, Calgary, Alberta, Canada
| | - Brian L. Brooks
- Department of Pediatrics, Neurosciences Program, Alberta Children’s Hospital, Calgary, Alberta, Canada,Department of Pediatrics, University of Calgary, Calgary, Alberta, Canada,Hotchkiss Brain Institute, Calgary, Alberta, Canada,Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada,Department of Psychology, University of Calgary, Calgary, Alberta, Canada,Alberta Children’s Hospital Research Institute, Calgary, Alberta, Canada,Brian L. Brooks, PhD, Alberta Children’s Hospital, 28 Oki Drive NW, Calgary, Alberta, Canada T3B 6A8.
| |
Collapse
|
11
|
Haarbauer-Krupa J, Pugh MJ, Prager EM, Harmon N, Wolfe J, Yaffe K. Epidemiology of Chronic Effects of Traumatic Brain Injury. J Neurotrauma 2021; 38:3235-3247. [PMID: 33947273 PMCID: PMC9122127 DOI: 10.1089/neu.2021.0062] [Citation(s) in RCA: 130] [Impact Index Per Article: 32.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Although many patients diagnosed with traumatic brain injury (TBI), particularly mild TBI, recover from their symptoms within a few weeks, a small but meaningful subset experience symptoms that persist for months or years after injury and significantly impact quality of life for the person and their family. Factors associated with an increased likelihood of negative TBI outcomes include not only characteristics of the injury and injury mechanism, but also the person’s age, pre-injury status, comorbid conditions, environment, and propensity for resilience. In this article, as part of the Brain Trauma Blueprint: TBI State of the Science framework, we examine the epidemiology of long-term outcomes of TBI, including incidence, prevalence, and risk factors. We identify the need for increased longitudinal, global, standardized, and validated assessments on incidence, recovery, and treatments, as well as standardized assessments of the influence of genetics, race, ethnicity, sex, and environment on TBI outcomes. By identifying how epidemiological factors contribute to TBI outcomes in different groups of persons and potentially impact differential disease progression, we can guide investigators and clinicians toward more-precise patient diagnosis, along with tailored management, and improve clinical trial designs, data evaluation, and patient selection criteria.
Collapse
Affiliation(s)
- Juliet Haarbauer-Krupa
- Division of Injury Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Mary Jo Pugh
- Informatics, Decision-Enhancement and Analytic Sciences Center, VA Salt Lake City, Salt Lake City, Utah, USA.,Department of Internal Medicine, Division of Epidemiology, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | | | | | | | - Kristine Yaffe
- Department of Neurology, University of California San Francisco, San Francisco, California, USA.,San Francisco Veterans Affairs Medical Center, San Francisco, California, USA.,Departments of Epidemiology/Biostatistics and Psychiatry, University of California San Francisco, San Francisco, California, USA
| |
Collapse
|
12
|
Severity of Ongoing Post-Concussive Symptoms as a Predictor of Cognitive Performance Following a Pediatric Mild Traumatic Brain Injury. J Int Neuropsychol Soc 2021; 27:686-696. [PMID: 33243310 DOI: 10.1017/s1355617720001228] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE This study aimed to examine the predictors of cognitive performance in patients with pediatric mild traumatic brain injury (pmTBI) and to determine whether group differences in cognitive performance on a computerized test battery could be observed between pmTBI patients and healthy controls (HC) in the sub-acute (SA) and the early chronic (EC) phases of injury. METHOD 203 pmTBI patients recruited from emergency settings and 159 age- and sex-matched HC aged 8-18 rated their ongoing post-concussive symptoms (PCS) on the Post-Concussion Symptom Inventory and completed the Cogstate brief battery in the SA (1-11 days) phase of injury. A subset (156 pmTBI patients; 144 HC) completed testing in the EC (~4 months) phase. RESULTS Within the SA phase, a group difference was only observed for the visual learning task (One-Card Learning), with pmTBI patients being less accurate relative to HC. Follow-up analyses indicated higher ongoing PCS and higher 5P clinical risk scores were significant predictors of lower One-Card Learning accuracy within SA phase, while premorbid variables (estimates of intellectual functioning, parental education, and presence of learning disabilities or attention-deficit/hyperactivity disorder) were not. CONCLUSIONS The absence of group differences at EC phase is supportive of cognitive recovery by 4 months post-injury. While the severity of ongoing PCS and the 5P score were better overall predictors of cognitive performance on the Cogstate at SA relative to premorbid variables, the full regression model explained only 4.1% of the variance, highlighting the need for future work on predictors of cognitive outcomes.
Collapse
|
13
|
Thanjavur K, Babul A, Foran B, Bielecki M, Gilchrist A, Hristopulos DT, Brucar LR, Virji-Babul N. Recurrent neural network-based acute concussion classifier using raw resting state EEG data. Sci Rep 2021; 11:12353. [PMID: 34117309 PMCID: PMC8196170 DOI: 10.1038/s41598-021-91614-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 05/24/2021] [Indexed: 02/05/2023] Open
Abstract
Concussion is a global health concern. Despite its high prevalence, a sound understanding of the mechanisms underlying this type of diffuse brain injury remains elusive. It is, however, well established that concussions cause significant functional deficits; that children and youths are disproportionately affected and have longer recovery time than adults; and that individuals suffering from a concussion are more prone to experience additional concussions, with each successive injury increasing the risk of long term neurological and mental health complications. Currently, the most significant challenge in concussion management is the lack of objective, clinically- accepted, brain-based approaches for determining whether an athlete has suffered a concussion. Here, we report on our efforts to address this challenge. Specifically, we introduce a deep learning long short-term memory (LSTM)-based recurrent neural network that is able to distinguish between non-concussed and acute post-concussed adolescent athletes using only short (i.e. 90 s long) samples of resting state EEG data as input. The athletes were neither required to perform a specific task nor expected to respond to a stimulus during data collection. The acquired EEG data were neither filtered, cleaned of artefacts, nor subjected to explicit feature extraction. The LSTM network was trained and validated using data from 27 male, adolescent athletes with sports related concussion, benchmarked against 35 non-concussed adolescent athletes. During rigorous testing, the classifier consistently identified concussions with an accuracy of > 90% and achieved an ensemble median Area Under the Receiver Operating Characteristic Curve (ROC/AUC) equal to 0.971. This is the first instance of a high-performing classifier that relies only on easy-to-acquire resting state, raw EEG data. Our concussion classifier represents a promising first step towards the development of an easy-to-use, objective, brain-based, automatic classification of concussion at an individual level.
Collapse
Affiliation(s)
- Karun Thanjavur
- Department of Physics and Astronomy, University of Victoria, Victoria, BC, V8P 5C2, Canada.
| | - Arif Babul
- Department of Physics and Astronomy, University of Victoria, Victoria, BC, V8P 5C2, Canada
| | - Brandon Foran
- Department of Computer Science, Middlesex College, Western University, London, ON, N6A 5B7, Canada
| | - Maya Bielecki
- Department of Computer Science, Middlesex College, Western University, London, ON, N6A 5B7, Canada
| | - Adam Gilchrist
- Department of Computer Science, Middlesex College, Western University, London, ON, N6A 5B7, Canada
| | - Dionissios T Hristopulos
- School of Electrical and Computer Engineering, Technical University of Crete, 73100, Chania, Greece
| | - Leyla R Brucar
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, V6T 1Z3, Canada
| | - Naznin Virji-Babul
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, V6T 1Z3, Canada
- Department of Physical Therapy, Faculty of Medicine, University of British Columbia, Vancouver, BC, V6T 1Z3, Canada
| |
Collapse
|
14
|
Wilson JC, Patsimas T, Cohen K, Putukian M. Considerations for Athlete Retirement After Sport-Related Concussion. Clin Sports Med 2020; 40:187-197. [PMID: 33187608 DOI: 10.1016/j.csm.2020.08.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The recommendation to retire from sport after concussion has evolved with the understanding of concussion. Age, sport, position, level of play, relevant medical and concussion history, severity and duration of symptoms, neuroimaging and neuropsychological testing should all be considered. Susceptibility to injury, persistence of symptoms, psychological distress, and personal values and support may also play a role. Pediatric athletes may require a more conservative approach, given ongoing growth and development. For professional and/or elite athletes, financial or career implications may be considerations. When possible, retirement should be a shared decision among the athlete, the family, and the health care team.
Collapse
Affiliation(s)
- Julie C Wilson
- Concussion Program, Orthopedics Institute, Children's Hospital Colorado, 13123 East 16th Avenue, B060, Aurora, CO 80045, USA; Department of Orthopedics, University of Colorado School of Medicine, Aurora, CO, USA; Department of Pediatrics, University of Colorado School of Medicine, 13123 East 16th Avenue, B060, Aurora, CO 80045, USA.
| | - Tatiana Patsimas
- Department of Pediatrics, University of Colorado School of Medicine, 13123 East 16th Avenue, B060, Aurora, CO 80045, USA
| | - Kathleen Cohen
- University Health Services, Princeton University, McCosh Health Center, 1st Floor, Washington Road, Princeton, NJ 08544, USA; Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Margot Putukian
- University Health Services, Princeton University, McCosh Health Center, 1st Floor, Washington Road, Princeton, NJ 08544, USA; Rutgers-Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| |
Collapse
|
15
|
Choudhury R, Kolstad A, Prajapati V, Samuel G, Yeates KO. Loss and recovery after concussion: Adolescent patients give voice to their concussion experience. Health Expect 2020; 23:1533-1542. [PMID: 33029859 PMCID: PMC7752190 DOI: 10.1111/hex.13138] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 08/26/2020] [Accepted: 09/11/2020] [Indexed: 12/21/2022] Open
Abstract
Background Most concussion studies have focused on the perspectives and expertise of health‐care providers and caregivers. Very little qualitative research has been done, engaging the adolescents who have suffered concussion and continue to experience the consequences in their everyday life. Objective To understand the experiences of recovery from the perspective of adolescent patients of concussion and to present the findings through their voices. Methods Two semi‐structured focus groups and two narrative interviews were conducted with a small group of 7 adolescents. Grounded theory was used to analyse the data. Results Participants experience continuing difficulty 1‐5 years after treatment with cognitive, emotional, social and mental well‐being. The overriding experience among older adolescents (17‐20) is a sense of irreversibility of the impact of concussion in all these areas. Conclusion There is a significant gap between the medical determination of recovery and what patients understand as recovery. Adolescents do not feel ‘recovered’ more than a year after they are clinically assessed as ‘good to go’. Systematic follow‐up and support from a multi‐disciplinary health‐care team would strengthen youths' coping and resilience.
Collapse
Affiliation(s)
- Romita Choudhury
- Patient and Community Engagement Research Program, O'Brien Institute of Public Health, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Ash Kolstad
- Patient and Community Engagement Research Program, O'Brien Institute of Public Health, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
| | - Vishvesh Prajapati
- Patient and Community Engagement Research Program, O'Brien Institute of Public Health, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Gina Samuel
- Patient and Community Engagement Research Program, O'Brien Institute of Public Health, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Keith Owen Yeates
- Ronald and Irene Ward Chair in Pediatric Brain Injury, Department of Psychology, University of Calgary, Calgary, AB, Canada
| |
Collapse
|
16
|
Abstract
OBJECTIVE The long-term effects of pediatric concussion on white matter microstructure are poorly understood. This study investigated long-term changes in white matter diffusion properties of the corpus callosum in youth several years after concussion. METHODS Participants were 8-19 years old with a history of concussion (n = 36) or orthopedic injury (OI) (n = 21). Mean time since injury for the sample was 2.6 years (SD = 1.6). Participants underwent diffusion magnetic resonance imaging, completed cognitive testing, and rated their post-concussion symptoms. Measures of diffusivity (fractional anisotropy, mean, axial, and radial diffusivity) were extracted from white matter tracts in the genu, body, and splenium regions of the corpus callosum. The genu and splenium tracts were further subdivided into 21 equally spaced regions along the tract and diffusion values were extracted from each of these smaller regions. RESULTS White matter tracts in the genu, body, and splenium did not differ in diffusivity properties between youth with a history of concussion and those with a history of OI. No significant group differences were found in subdivisions of the genu and splenium after correcting for multiple comparisons. Diffusion metrics did not significantly correlate with symptom reports or cognitive performance. CONCLUSIONS These findings suggest that at approximately 2.5 years post-injury, youth with prior concussion do not have differences in their corpus callosum microstructure compared to youth with OI. Although these results are promising from the perspective of long-term recovery, further research utilizing longitudinal study designs is needed to confirm the long-term effects of pediatric concussion on white matter microstructure.
Collapse
|
17
|
Li W, Chang C, Liang S, Bigler ED. Radiographic and neurobehavioral profile of sports-related concussion associated with scholastic wrestling: a case report. Neurocase 2020; 26:147-155. [PMID: 32412324 DOI: 10.1080/13554794.2020.1764977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Sports-related concussions (SRCs) are typically characterized by transient neurologic deficits due to physiologic and metabolic brain injury. However, following an SRC, subsequent insults may lead to severe and permanent injury in the affected brain cells. We present the case of a 15-year-old female scholastic wrestler who developed acute encephalopathy, macroscopic white matter injury on imaging, and chronic behavioral changes from inadequate neuro-recovery after a documented SRC. We also compare her case with established SRC data, demonstrating that wrestling-related concussions and repetitive head impacts can produce similar degrees of diffuse neuroinflammation, myelinated axonopathy, blood-brain barrier disruption, and post-concussive symptoms.
Collapse
Affiliation(s)
- Wentao Li
- Department of Neurology, University of California Davis , Sacramento, USA
| | - Celia Chang
- Department of Neurology, Division of Pediatric Neurology, University of California Davis , Sacramento, USA
| | - Shannon Liang
- Department of Neurology, Division of Pediatric Neurology, University of California Davis , Sacramento, USA
| | - Erin D Bigler
- Department of Neurology, University of California Davis , Sacramento, USA.,Department of Psychology and Neuroscience, Magnetic Resonance Imaging (MRI) Research Facility, Brigham Young University , Provo, USA.,Department of Neurology and Department of Psychiatry, University of Utah , Salt Lake City, USA
| |
Collapse
|
18
|
Hristopulos DT, Babul A, Babul S, Brucar LR, Virji-Babul N. Disrupted Information Flow in Resting-State in Adolescents With Sports Related Concussion. Front Hum Neurosci 2019; 13:419. [PMID: 31920584 PMCID: PMC6920175 DOI: 10.3389/fnhum.2019.00419] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Accepted: 11/12/2019] [Indexed: 11/30/2022] Open
Abstract
Children and youths are at a greater risk of concussions than adults, and once injured, take longer to recover. A key feature of concussion is an increase in functional connectivity, yet it remains unclear how changes in functional connectivity relate to the patterns of information flow within resting state networks following concussion and how these relate to brain function. We applied a data-driven measure of directed effective brain connectivity to compare the patterns of information flow in healthy adolescents and adolescents with subacute concussion during the resting state condition. Data from 32 healthy adolescents (mean age =16 years) and 21 concussed adolescents (mean age = 15 years) within 1 week of injury were included in the study. Five minutes of resting state data EEG were collected while participants sat quietly with their eyes closed. We applied the information flow rate to measure the transfer of information between the EEG time series of each individual at different source locations, and therefore between different brain regions. Based on the ensemble means of the magnitude of normalized information flow rate, our analysis shows that the dominant nexus of information flow in healthy adolescents is primarily left lateralized and anterior-centric, characterized by strong bidirectional information exchange between the frontal regions, and between the frontal and the central/temporal regions. In contrast, adolescents with concussion show distinct differences in information flow marked by a more left-right symmetrical, albeit still primarily anterior-centric, pattern of connections, diminished activity along the central-parietal midline axis, and the emergence of inter-hemispheric connections between the left and right frontal and the left and right temporal regions of the brain. We also find that the statistical distribution of the normalized information flow rates in each group (control and concussed) is significantly different. This paper is the first to describe the characteristics of the source space information flow and the effective connectivity patterns between brain regions in healthy adolescents in juxtaposition with the altered spatial pattern of information flow in adolescents with concussion, statistically quantifying the differences in the distribution of the information flow rate between the two populations. We hypothesize that the observed changes in information flow in the concussed group indicate functional reorganization of resting state networks in response to brain injury.
Collapse
Affiliation(s)
- Dionissios T Hristopulos
- Telecommunication Systems Research Institute, Technical University of Crete, Chania, Greece.,School of Mineral Resources Engineering, Technical University of Crete, Chania, Greece
| | - Arif Babul
- Department of Physics and Astronomy, University of Victoria, Victoria, BC, Canada
| | - Shazia'Ayn Babul
- Rockefeller College, Princeton University, Princeton, NJ, United States
| | - Leyla R Brucar
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
| | - Naznin Virji-Babul
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada.,Department of Physical Therapy, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| |
Collapse
|
19
|
Abstract
PURPOSE OF REVIEW To provide a summary of recent developments in the field of paediatric traumatic brain injury (TBI). RECENT FINDINGS The epidemiology of paediatric TBI with falling rates of severe TBI, and increasing presentations of apparently minor TBI. There is growing interest in the pathophysiology and outcomes of concussion in children, and detection of 'significant' injury, arising from concern about risks of long-term chronic traumatic encephalopathy. The role of decompressive craniectomy in children is still clarifying. SUMMARY Paediatric TBI remains a major public health issue.
Collapse
Affiliation(s)
| | - Rob J Forsyth
- Department of Paediatric Neurology, Newcastle upon Tyne Hospitals NHS Foundation Trust
- Institute of Neuroscience, Newcastle University, Newcastle upon Tyne, UK
| |
Collapse
|
20
|
Williams-Butler MA, Cantu RC. Concussion Practice Patterns among Speech-Language Pathologists. Health (London) 2019. [DOI: 10.4236/health.2019.117071] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|