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Broglio SP, Register-Mihalik JK, Guskiewicz KM, Leddy JJ, Merriman A, Valovich McLeod TC. National Athletic Trainers' Association Bridge Statement: Management of Sport-Related Concussion. J Athl Train 2024; 59:225-242. [PMID: 38530653 DOI: 10.4085/1062-6050-0046.22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/28/2024]
Abstract
OBJECTIVE To provide athletic trainers and team physicians with updated recommendations to the 2014 National Athletic Trainers' Association (NATA) concussion position statement regarding concussion management, specifically in the areas of education, assessment, prognostic factors, mental health, return to academics, physical activity, rest, treatment, and return to sport. BACKGROUND Athletic trainers have benefited from the 2 previous NATA position statements on concussion management, and although the most recent NATA position statement is a decade old, knowledge gains in the medical literature warrant updating several (but not all) recommendations. Furthermore, in various areas of the body of literature, current evidence now exists to address items not adequately addressed in the 2014 statement, necessitating the new recommendations. This document therefore serves as a bridge from the 2014 position statement to the current state of concussion evidence, recommendations from other organizations, and discrepancies between policy and practice. RECOMMENDATIONS These recommendations are intended to update the state of the evidence concerning the management of patients with sport-related concussion, specifically in the areas of education; assessment advances; prognostic recovery indicators; mental health considerations; academic considerations; and exercise, activity, and rehabilitation management strategies.
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Affiliation(s)
| | - Johna K Register-Mihalik
- Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, Department of Exercise and Sport Science and Injury Prevention Research Center, University of North Carolina at Chapel Hill
| | - Kevin M Guskiewicz
- Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, Department of Exercise and Sport Science and Injury Prevention Research Center, University of North Carolina at Chapel Hill
| | - John J Leddy
- UBMD Orthopaedics and Sports Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, NY
| | | | - Tamara C Valovich McLeod
- Athletic Training Program, A.T. Still University, Mesa, AZ. Dr Guskiewicz is now at the Department of Kinesiology, Michigan State University, East Lansing
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Lang B, Kerr ZY, Chandran A, Walton SR, Mannix R, Lempke LB, DeFreese JD, Echemendia RJ, Guskiewicz KM, Meehan III WP, McCrea MA, Brett BL. The Longitudinal Relationship Between Concussion History, Years of American Football Participation, and Alcohol Use Among Former National Football League Players: an NFL-LONG Study. Arch Clin Neuropsychol 2024; 39:221-226. [PMID: 37609946 PMCID: PMC10879921 DOI: 10.1093/arclin/acad059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/30/2023] [Indexed: 08/24/2023] Open
Abstract
OBJECTIVE Investigate the relationships between concussion history and years of football participation (repetitive head impact proxy) with alcohol use across multiple decades in former professional football players. METHODS Participants (n = 348; mean age = 49.0 ± 9.4) completed health questionnaires in 2001 and 2019, which included self-reported concussion history and years of participation. Alcohol use frequency and amount per occasion were reported for three timepoints: during professional career, 2001, and 2019. Ordinal logistic regression models were fit to test associations of concussion history and years of participation with alcohol use at each timepoint. RESULTS There were no significant associations between either concussion history or years of football participation with alcohol use (frequency and amount per occasion) at any timepoint. Effect estimates for concussion history and years of football participation with alcohol use were generally comparable across timepoints. CONCLUSIONS Later life alcohol use by former American football players is not associated with concussion history or years of exposure to football.
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Affiliation(s)
- Brittany Lang
- Department of Neurosurgery, Medical College of Wisconsin, Wauwatosa, WI 53226, United States
| | - Zachary Yukio Kerr
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC 27559, United States
| | - Avinash Chandran
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, IN 46220, United States
| | - Samuel R Walton
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, VA 23284, United States
| | - Rebekah Mannix
- Boston Children’s Hospital, Boston, MA 02115, United States
- Department of Pediatrics and Emergency Medicine, Harvard Medical School, Boston, MA 02115, United States
| | - Landon B Lempke
- Michigan Concussion Center, School of Kinesiology, University of Michigan, Ann Arbor, MI 48109, United States
| | - J D DeFreese
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC 27559, United States
| | - Ruben J Echemendia
- Psychological and Neurobehavioral Associates, Inc., State College, PA 16801, United States
| | - Kevin M Guskiewicz
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC 27559, United States
| | - William P Meehan III
- Boston Children’s Hospital, Boston, MA 02115, United States
- Department of Pediatrics and Orthopedics, Harvard Medical School, Boston, MA 02115, United States
| | - Michael A McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Wauwatosa, WI 53226, United States
| | - Benjamin L Brett
- Department of Neurosurgery, Medical College of Wisconsin, Wauwatosa, WI 53226, United States
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Allen AT, Cole WR, Walton SR, Kerr ZY, Chandran A, Mannix R, Guskiewicz KM, Meehan WP, Echemendia RJ, McCrea MA, Brett BL. Subjective and Performance-Based Cognition and Their Associations with Head Injury History in Older Former National Football League Players. Med Sci Sports Exerc 2023; 55:2170-2179. [PMID: 37443456 PMCID: PMC10787800 DOI: 10.1249/mss.0000000000003256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/15/2023]
Abstract
PURPOSE Investigate the association between self-reported subjective and performance-based cognition among older (50-70 years) former professional American football players, as well as the relationship of cognitive measures with concussion history and years of football participation, as a proxy for repetitive head impact exposure. METHODS Among older former National Football League (NFL) players ( N = 172; mean age = 60.69 ± 5.64), associations of subjective (Patient Reported Outcome Measurement Information System Cognitive Function-Short Form) and performance-based cognitive measures (Brief Test of Adult Cognition by Telephone [BTACT] Executive Function and Episodic Memory indices) were assessed via univariable and multivariable regression models, with a priori covariates of depression and race. A similar univariate and multivariable regression approach assessed associations between concussion history and years of football participation with subjective and performance-based cognitive measures. In a sample subset ( n = 114), stability of subjective cognitive rating was assessed via partial correlation. RESULTS Subjective ratings of cognition were significantly associated with performance-based assessment, with moderate effect sizes (episodic memory ηp2 = 0.12; executive function ηp2 = 0.178). These associations were weakened, but remained significant ( P s < 0.05), with the inclusion of covariates. Greater concussion history was associated with lower subjective cognitive function ( ηp2 = 0.114, P < 0.001), but not performance-based cognition. The strength of association between concussion history and subjective cognition was substantially weakened with inclusion of covariates ( ηp2 = 0.057). Years of participation were not associated with measures of subjective or objective cognition ( P s > 0.05). CONCLUSIONS These findings reinforce the importance of comprehensive evaluation reflecting both subjective and objective measures of cognition, as well as the consideration of patient-specific factors, as part of a comprehensive neurobehavioral and health assessment of older former contact sport athletes.
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Affiliation(s)
- Andrew T. Allen
- Department of Neurosurgery, Medical College of Wisconsin, Wauwatosa, WI
| | - Wesley R. Cole
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Samuel R. Walton
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, VA
| | - Zachary Yukio Kerr
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Avinash Chandran
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, VA
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, IN
| | - Rebekah Mannix
- Division of Emergency Medicine, Boston Children’s Hospital, Boston, MA
- Department of Pediatrics and Emergency Medicine, Harvard Medical School, Boston, MA
| | - Kevin M. Guskiewicz
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - William P. Meehan
- Sports Medicine Division, Boston Children’s Hospital, Boston, MA
- Department of Pediatrics and Orthopedics, Harvard Medical School, Boston, MA
| | - Ruben J. Echemendia
- Psychological and Neurobehavioral Associates, Inc, State College, PA
- University Orthopedics Center Concussion Clinic, State College, PA
| | - Michael A. McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Wauwatosa, WI
- Department of Neurology, Medical College of Wisconsin, Wauwatosa, WI
| | - Benjamin L. Brett
- Department of Neurosurgery, Medical College of Wisconsin, Wauwatosa, WI
- Department of Neurology, Medical College of Wisconsin, Wauwatosa, WI
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Lopez Hernandez DW, Cantu R, Guskiewicz KM, Kelly DF, Swerdloff R, Woo E, Wright MJ. A - 151 Assessing the Role of Executive Function in the Memory Performances of Retired National Football League Players. Arch Clin Neuropsychol 2023; 38:1323. [PMID: 37807294 DOI: 10.1093/arclin/acad067.168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/10/2023] Open
Abstract
OBJECTIVE We evaluated the relationship between retired National Football League players executive functioning (EF) abilities on verbal memory performance and subprocesses. METHOD Fifty-eight participants were divided into two groups: intact executive functioning (IEF) and deficit executive functioning (DEF). Participants completed the California Verbal Learning Test, Second Edition (CVLT-II) to evaluate verbal memory performance. Additionally, the Item Specific Deficit Approach (ISDA) was applied to the CVLT-II to quantify verbal memory subprocesses (i.e., encoding, consolidation, & retrieval). Next, we determined which ISDA indices predicted long-delayed free recall (LDFR) for both groups. We then computed hierarchal regressions to determine which ISDA indices were predictive of LDFR for each group. Next, we retained significant predictors from the ISDA and correlated them with measures of executive function in both groups with and without partialling out cognitive reserve (CR). RESULTS We found the IEF group outperformed the DEF group on the CVLT-II learning trials and LDFR, and demonstrated better encoding abilities. Hierarchical regression revealed that the ISDA was predictive of LDFR in both groups. The DEF group LDFR issues were only predicted by encoding problems. In contrast, LDFR deficits in the IEF were primarily driven by consolidation problems. The ISDA encoding index correlated with Trail Making Test part B and Phonemic Fluency Test. However, after partialling out the variance accounted for by CR, the associations between the encoding index and executive function were nonsignificant. CONCLUSIONS Our results suggest that greater executive function results in better memory performances in retired football players. Lastly, improved executive function is related to greater CR.
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Wu YC, Wen Q, Thukral R, Yang HC, Gill JM, Gao S, Lane KA, Meier TB, Riggen LD, Harezlak J, Giza CC, Goldman J, Guskiewicz KM, Mihalik JP, LaConte SM, Duma SM, Broglio SP, Saykin AJ, McAllister TW, McCrea MA. Longitudinal Associations Between Blood Biomarkers and White Matter MRI in Sport-Related Concussion: A Study of the NCAA-DoD CARE Consortium. Neurology 2023; 101:e189-e201. [PMID: 37328299 PMCID: PMC10351550 DOI: 10.1212/wnl.0000000000207389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 03/22/2023] [Indexed: 06/18/2023] Open
Abstract
BACKGROUND AND OBJECTIVES To study longitudinal associations between blood-based neural biomarkers (including total tau, neurofilament light [NfL], glial fibrillary acidic protein [GFAP], and ubiquitin C-terminal hydrolase-L1) and white matter neuroimaging biomarkers in collegiate athletes with sport-related concussion (SRC) from 24 hours postinjury to 1 week after return to play. METHODS We analyzed clinical and imaging data of concussed collegiate athletes in the Concussion Assessment, Research, and Education (CARE) Consortium. The CARE participants completed same-day clinical assessments, blood draws, and diffusion tensor imaging (DTI) at 3 time points: 24-48 hours postinjury, point of becoming asymptomatic, and 7 days after return to play. DTI probabilistic tractography was performed for each participant at each time point to render 27 participant-specific major white matter tracts. The microstructural organization of these tracts was characterized by 4 DTI metrics. Mixed-effects models with random intercepts were applied to test whether white matter microstructural abnormalities are associated with the blood-based biomarkers at the same time point. An interaction model was used to test whether the association varies across time points. A lagged model was used to test whether early blood-based biomarkers predict later microstructural changes. RESULTS Data from 77 collegiate athletes were included in the following analyses. Among the 4 blood-based biomarkers, total tau had significant associations with the DTI metrics across the 3 time points. In particular, high tau level was associated with high radial diffusivity (RD) in the right corticospinal tract (β = 0.25, SE = 0.07, p FDR-adjusted = 0.016) and superior thalamic radiation (β = 0.21, SE = 0.07, p FDR-adjusted = 0.042). NfL and GFAP had time-dependent associations with the DTI metrics. NfL showed significant associations only at the asymptomatic time point (|β|s > 0.12, SEs <0.09, psFDR-adjusted < 0.05) and GFAP showed a significant association only at 7 days after return to play (βs > 0.14, SEs <0.06, psFDR-adjusted < 0.05). The p values for the associations of early tau and later RD were not significant after multiple comparison adjustment, but were less than 0.1 in 7 white matter tracts. DISCUSSION This prospective study using data from the CARE Consortium demonstrated that in the early phase of SRC, white matter microstructural integrity detected by DTI neuroimaging was associated with elevated levels of blood-based biomarkers of traumatic brain injury. Total tau in the blood showed the strongest association with white matter microstructural changes.
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Affiliation(s)
- Yu-Chien Wu
- From the Department of Radiology and Imaging Sciences (Y.-C.W., Q.W., R.T., H.-C.Y., A.J.S.), Indiana University School of Medicine, Indianapolis; School of Nursing (J.M.G.), Johns Hopkins University, Baltimore, MD; Department of Biostatistics and Health Data Science (S.G., K.A.L., L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at University of California Los Angeles; Family Medicine (J.G.), Ronald Reagan UCLA Medical Center, UCLA Health-Santa Monica Medical Center; Matthew Gfeller Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L., S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; Michigan Concussion Center (S.P.B.), University of Michigan, Ann Arbor; and Department of Psychiatry (T.W.M.), Indiana University School of Medicine, Indianapolis.
| | - Qiuting Wen
- From the Department of Radiology and Imaging Sciences (Y.-C.W., Q.W., R.T., H.-C.Y., A.J.S.), Indiana University School of Medicine, Indianapolis; School of Nursing (J.M.G.), Johns Hopkins University, Baltimore, MD; Department of Biostatistics and Health Data Science (S.G., K.A.L., L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at University of California Los Angeles; Family Medicine (J.G.), Ronald Reagan UCLA Medical Center, UCLA Health-Santa Monica Medical Center; Matthew Gfeller Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L., S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; Michigan Concussion Center (S.P.B.), University of Michigan, Ann Arbor; and Department of Psychiatry (T.W.M.), Indiana University School of Medicine, Indianapolis
| | - Rhea Thukral
- From the Department of Radiology and Imaging Sciences (Y.-C.W., Q.W., R.T., H.-C.Y., A.J.S.), Indiana University School of Medicine, Indianapolis; School of Nursing (J.M.G.), Johns Hopkins University, Baltimore, MD; Department of Biostatistics and Health Data Science (S.G., K.A.L., L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at University of California Los Angeles; Family Medicine (J.G.), Ronald Reagan UCLA Medical Center, UCLA Health-Santa Monica Medical Center; Matthew Gfeller Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L., S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; Michigan Concussion Center (S.P.B.), University of Michigan, Ann Arbor; and Department of Psychiatry (T.W.M.), Indiana University School of Medicine, Indianapolis
| | - Ho-Ching Yang
- From the Department of Radiology and Imaging Sciences (Y.-C.W., Q.W., R.T., H.-C.Y., A.J.S.), Indiana University School of Medicine, Indianapolis; School of Nursing (J.M.G.), Johns Hopkins University, Baltimore, MD; Department of Biostatistics and Health Data Science (S.G., K.A.L., L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at University of California Los Angeles; Family Medicine (J.G.), Ronald Reagan UCLA Medical Center, UCLA Health-Santa Monica Medical Center; Matthew Gfeller Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L., S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; Michigan Concussion Center (S.P.B.), University of Michigan, Ann Arbor; and Department of Psychiatry (T.W.M.), Indiana University School of Medicine, Indianapolis
| | - Jessica M Gill
- From the Department of Radiology and Imaging Sciences (Y.-C.W., Q.W., R.T., H.-C.Y., A.J.S.), Indiana University School of Medicine, Indianapolis; School of Nursing (J.M.G.), Johns Hopkins University, Baltimore, MD; Department of Biostatistics and Health Data Science (S.G., K.A.L., L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at University of California Los Angeles; Family Medicine (J.G.), Ronald Reagan UCLA Medical Center, UCLA Health-Santa Monica Medical Center; Matthew Gfeller Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L., S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; Michigan Concussion Center (S.P.B.), University of Michigan, Ann Arbor; and Department of Psychiatry (T.W.M.), Indiana University School of Medicine, Indianapolis
| | - Sujuan Gao
- From the Department of Radiology and Imaging Sciences (Y.-C.W., Q.W., R.T., H.-C.Y., A.J.S.), Indiana University School of Medicine, Indianapolis; School of Nursing (J.M.G.), Johns Hopkins University, Baltimore, MD; Department of Biostatistics and Health Data Science (S.G., K.A.L., L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at University of California Los Angeles; Family Medicine (J.G.), Ronald Reagan UCLA Medical Center, UCLA Health-Santa Monica Medical Center; Matthew Gfeller Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L., S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; Michigan Concussion Center (S.P.B.), University of Michigan, Ann Arbor; and Department of Psychiatry (T.W.M.), Indiana University School of Medicine, Indianapolis
| | - Kathleen A Lane
- From the Department of Radiology and Imaging Sciences (Y.-C.W., Q.W., R.T., H.-C.Y., A.J.S.), Indiana University School of Medicine, Indianapolis; School of Nursing (J.M.G.), Johns Hopkins University, Baltimore, MD; Department of Biostatistics and Health Data Science (S.G., K.A.L., L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at University of California Los Angeles; Family Medicine (J.G.), Ronald Reagan UCLA Medical Center, UCLA Health-Santa Monica Medical Center; Matthew Gfeller Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L., S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; Michigan Concussion Center (S.P.B.), University of Michigan, Ann Arbor; and Department of Psychiatry (T.W.M.), Indiana University School of Medicine, Indianapolis
| | - Timothy B Meier
- From the Department of Radiology and Imaging Sciences (Y.-C.W., Q.W., R.T., H.-C.Y., A.J.S.), Indiana University School of Medicine, Indianapolis; School of Nursing (J.M.G.), Johns Hopkins University, Baltimore, MD; Department of Biostatistics and Health Data Science (S.G., K.A.L., L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at University of California Los Angeles; Family Medicine (J.G.), Ronald Reagan UCLA Medical Center, UCLA Health-Santa Monica Medical Center; Matthew Gfeller Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L., S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; Michigan Concussion Center (S.P.B.), University of Michigan, Ann Arbor; and Department of Psychiatry (T.W.M.), Indiana University School of Medicine, Indianapolis
| | - Larry D Riggen
- From the Department of Radiology and Imaging Sciences (Y.-C.W., Q.W., R.T., H.-C.Y., A.J.S.), Indiana University School of Medicine, Indianapolis; School of Nursing (J.M.G.), Johns Hopkins University, Baltimore, MD; Department of Biostatistics and Health Data Science (S.G., K.A.L., L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at University of California Los Angeles; Family Medicine (J.G.), Ronald Reagan UCLA Medical Center, UCLA Health-Santa Monica Medical Center; Matthew Gfeller Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L., S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; Michigan Concussion Center (S.P.B.), University of Michigan, Ann Arbor; and Department of Psychiatry (T.W.M.), Indiana University School of Medicine, Indianapolis
| | - Jaroslaw Harezlak
- From the Department of Radiology and Imaging Sciences (Y.-C.W., Q.W., R.T., H.-C.Y., A.J.S.), Indiana University School of Medicine, Indianapolis; School of Nursing (J.M.G.), Johns Hopkins University, Baltimore, MD; Department of Biostatistics and Health Data Science (S.G., K.A.L., L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at University of California Los Angeles; Family Medicine (J.G.), Ronald Reagan UCLA Medical Center, UCLA Health-Santa Monica Medical Center; Matthew Gfeller Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L., S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; Michigan Concussion Center (S.P.B.), University of Michigan, Ann Arbor; and Department of Psychiatry (T.W.M.), Indiana University School of Medicine, Indianapolis
| | - Christopher C Giza
- From the Department of Radiology and Imaging Sciences (Y.-C.W., Q.W., R.T., H.-C.Y., A.J.S.), Indiana University School of Medicine, Indianapolis; School of Nursing (J.M.G.), Johns Hopkins University, Baltimore, MD; Department of Biostatistics and Health Data Science (S.G., K.A.L., L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at University of California Los Angeles; Family Medicine (J.G.), Ronald Reagan UCLA Medical Center, UCLA Health-Santa Monica Medical Center; Matthew Gfeller Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L., S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; Michigan Concussion Center (S.P.B.), University of Michigan, Ann Arbor; and Department of Psychiatry (T.W.M.), Indiana University School of Medicine, Indianapolis
| | - Joshua Goldman
- From the Department of Radiology and Imaging Sciences (Y.-C.W., Q.W., R.T., H.-C.Y., A.J.S.), Indiana University School of Medicine, Indianapolis; School of Nursing (J.M.G.), Johns Hopkins University, Baltimore, MD; Department of Biostatistics and Health Data Science (S.G., K.A.L., L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at University of California Los Angeles; Family Medicine (J.G.), Ronald Reagan UCLA Medical Center, UCLA Health-Santa Monica Medical Center; Matthew Gfeller Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L., S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; Michigan Concussion Center (S.P.B.), University of Michigan, Ann Arbor; and Department of Psychiatry (T.W.M.), Indiana University School of Medicine, Indianapolis
| | - Kevin M Guskiewicz
- From the Department of Radiology and Imaging Sciences (Y.-C.W., Q.W., R.T., H.-C.Y., A.J.S.), Indiana University School of Medicine, Indianapolis; School of Nursing (J.M.G.), Johns Hopkins University, Baltimore, MD; Department of Biostatistics and Health Data Science (S.G., K.A.L., L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at University of California Los Angeles; Family Medicine (J.G.), Ronald Reagan UCLA Medical Center, UCLA Health-Santa Monica Medical Center; Matthew Gfeller Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L., S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; Michigan Concussion Center (S.P.B.), University of Michigan, Ann Arbor; and Department of Psychiatry (T.W.M.), Indiana University School of Medicine, Indianapolis
| | - Jason P Mihalik
- From the Department of Radiology and Imaging Sciences (Y.-C.W., Q.W., R.T., H.-C.Y., A.J.S.), Indiana University School of Medicine, Indianapolis; School of Nursing (J.M.G.), Johns Hopkins University, Baltimore, MD; Department of Biostatistics and Health Data Science (S.G., K.A.L., L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at University of California Los Angeles; Family Medicine (J.G.), Ronald Reagan UCLA Medical Center, UCLA Health-Santa Monica Medical Center; Matthew Gfeller Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L., S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; Michigan Concussion Center (S.P.B.), University of Michigan, Ann Arbor; and Department of Psychiatry (T.W.M.), Indiana University School of Medicine, Indianapolis
| | - Stephen M LaConte
- From the Department of Radiology and Imaging Sciences (Y.-C.W., Q.W., R.T., H.-C.Y., A.J.S.), Indiana University School of Medicine, Indianapolis; School of Nursing (J.M.G.), Johns Hopkins University, Baltimore, MD; Department of Biostatistics and Health Data Science (S.G., K.A.L., L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at University of California Los Angeles; Family Medicine (J.G.), Ronald Reagan UCLA Medical Center, UCLA Health-Santa Monica Medical Center; Matthew Gfeller Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L., S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; Michigan Concussion Center (S.P.B.), University of Michigan, Ann Arbor; and Department of Psychiatry (T.W.M.), Indiana University School of Medicine, Indianapolis
| | - Stefan M Duma
- From the Department of Radiology and Imaging Sciences (Y.-C.W., Q.W., R.T., H.-C.Y., A.J.S.), Indiana University School of Medicine, Indianapolis; School of Nursing (J.M.G.), Johns Hopkins University, Baltimore, MD; Department of Biostatistics and Health Data Science (S.G., K.A.L., L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at University of California Los Angeles; Family Medicine (J.G.), Ronald Reagan UCLA Medical Center, UCLA Health-Santa Monica Medical Center; Matthew Gfeller Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L., S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; Michigan Concussion Center (S.P.B.), University of Michigan, Ann Arbor; and Department of Psychiatry (T.W.M.), Indiana University School of Medicine, Indianapolis
| | - Steven P Broglio
- From the Department of Radiology and Imaging Sciences (Y.-C.W., Q.W., R.T., H.-C.Y., A.J.S.), Indiana University School of Medicine, Indianapolis; School of Nursing (J.M.G.), Johns Hopkins University, Baltimore, MD; Department of Biostatistics and Health Data Science (S.G., K.A.L., L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at University of California Los Angeles; Family Medicine (J.G.), Ronald Reagan UCLA Medical Center, UCLA Health-Santa Monica Medical Center; Matthew Gfeller Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L., S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; Michigan Concussion Center (S.P.B.), University of Michigan, Ann Arbor; and Department of Psychiatry (T.W.M.), Indiana University School of Medicine, Indianapolis
| | - Andrew J Saykin
- From the Department of Radiology and Imaging Sciences (Y.-C.W., Q.W., R.T., H.-C.Y., A.J.S.), Indiana University School of Medicine, Indianapolis; School of Nursing (J.M.G.), Johns Hopkins University, Baltimore, MD; Department of Biostatistics and Health Data Science (S.G., K.A.L., L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at University of California Los Angeles; Family Medicine (J.G.), Ronald Reagan UCLA Medical Center, UCLA Health-Santa Monica Medical Center; Matthew Gfeller Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L., S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; Michigan Concussion Center (S.P.B.), University of Michigan, Ann Arbor; and Department of Psychiatry (T.W.M.), Indiana University School of Medicine, Indianapolis
| | - Thomas Walker McAllister
- From the Department of Radiology and Imaging Sciences (Y.-C.W., Q.W., R.T., H.-C.Y., A.J.S.), Indiana University School of Medicine, Indianapolis; School of Nursing (J.M.G.), Johns Hopkins University, Baltimore, MD; Department of Biostatistics and Health Data Science (S.G., K.A.L., L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at University of California Los Angeles; Family Medicine (J.G.), Ronald Reagan UCLA Medical Center, UCLA Health-Santa Monica Medical Center; Matthew Gfeller Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L., S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; Michigan Concussion Center (S.P.B.), University of Michigan, Ann Arbor; and Department of Psychiatry (T.W.M.), Indiana University School of Medicine, Indianapolis
| | - Michael A McCrea
- From the Department of Radiology and Imaging Sciences (Y.-C.W., Q.W., R.T., H.-C.Y., A.J.S.), Indiana University School of Medicine, Indianapolis; School of Nursing (J.M.G.), Johns Hopkins University, Baltimore, MD; Department of Biostatistics and Health Data Science (S.G., K.A.L., L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at University of California Los Angeles; Family Medicine (J.G.), Ronald Reagan UCLA Medical Center, UCLA Health-Santa Monica Medical Center; Matthew Gfeller Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L., S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; Michigan Concussion Center (S.P.B.), University of Michigan, Ann Arbor; and Department of Psychiatry (T.W.M.), Indiana University School of Medicine, Indianapolis
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6
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Echemendia RJ, Burma JS, Bruce JM, Davis GA, Giza CC, Guskiewicz KM, Naidu D, Black AM, Broglio S, Kemp S, Patricios JS, Putukian M, Zemek R, Arango-Lasprilla JC, Bailey CM, Brett BL, Didehbani N, Gioia G, Herring SA, Howell D, Master CL, Valovich McLeod TC, Meehan WP, Premji Z, Salmon D, van Ierssel J, Bhathela N, Makdissi M, Walton SR, Kissick J, Pardini J, Schneider KJ. Acute evaluation of sport-related concussion and implications for the Sport Concussion Assessment Tool (SCAT6) for adults, adolescents and children: a systematic review. Br J Sports Med 2023; 57:722-735. [PMID: 37316213 DOI: 10.1136/bjsports-2022-106661] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/25/2023] [Indexed: 06/16/2023]
Abstract
OBJECTIVES To systematically review the scientific literature regarding the acute assessment of sport-related concussion (SRC) and provide recommendations for improving the Sport Concussion Assessment Tool (SCAT6). DATA SOURCES Systematic searches of seven databases from 2001 to 2022 using key words and controlled vocabulary relevant to concussion, sports, SCAT, and acute evaluation. ELIGIBILITY CRITERIA (1) Original research articles, cohort studies, case-control studies, and case series with a sample of >10; (2) ≥80% SRC; and (3) studies using a screening tool/technology to assess SRC acutely (<7 days), and/or studies containing psychometric/normative data for common tools used to assess SRC. DATA EXTRACTION Separate reviews were conducted involving six subdomains: Cognition, Balance/Postural Stability, Oculomotor/Cervical/Vestibular, Emerging Technologies, and Neurological Examination/Autonomic Dysfunction. Paediatric/Child studies were included in each subdomain. Risk of Bias and study quality were rated by coauthors using a modified SIGN (Scottish Intercollegiate Guidelines Network) tool. RESULTS Out of 12 192 articles screened, 612 were included (189 normative data and 423 SRC assessment studies). Of these, 183 focused on cognition, 126 balance/postural stability, 76 oculomotor/cervical/vestibular, 142 emerging technologies, 13 neurological examination/autonomic dysfunction, and 23 paediatric/child SCAT. The SCAT discriminates between concussed and non-concussed athletes within 72 hours of injury with diminishing utility up to 7 days post injury. Ceiling effects were apparent on the 5-word list learning and concentration subtests. More challenging tests, including the 10-word list, were recommended. Test-retest data revealed limitations in temporal stability. Studies primarily originated in North America with scant data on children. CONCLUSION Support exists for using the SCAT within the acute phase of injury. Maximal utility occurs within the first 72 hours and then diminishes up to 7 days after injury. The SCAT has limited utility as a return to play tool beyond 7 days. Empirical data are limited in pre-adolescents, women, sport type, geographical and culturally diverse populations and para athletes. PROSPERO REGISTRATION NUMBER CRD42020154787.
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Affiliation(s)
- Ruben J Echemendia
- Concussion Care Clinic, University Orthopedics, State College, Pennsylvania, USA
- University of Missouri Kansas City, Kansas City, Missouri, USA
| | - Joel S Burma
- Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Jared M Bruce
- Biomedical and Health Informatics, University of Missouri - Kansas City, Kansas City, Missouri, USA
| | - Gavin A Davis
- Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Cabrini Health, Malvern, Victoria, Australia
| | - Christopher C Giza
- Neurosurgery, UCLA Steve Tisch BrainSPORT Program, Los Angeles, California, USA
- Pediatrics/Pediatric Neurology, Mattel Children's Hospital UCLA, Los Angeles, California, USA
| | - Kevin M Guskiewicz
- Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Dhiren Naidu
- Medicine, University of Alberta, Edmonton, Alberta, Canada
| | | | - Steven Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, Michigan, USA
| | - Simon Kemp
- Sports Medicine, Rugby Football Union, London, UK
| | - Jon S Patricios
- Wits Sport and Health (WiSH), School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
| | | | - Roger Zemek
- Children's Hospital of Eastern Ontario Research Institute, Ottawa, Ontario, Canada
- Department of Pediatrics, University of Ottawa, Ottawa, Ontario, Canada
| | | | - Christopher M Bailey
- Neurology, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
- Neurology, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | - Benjamin L Brett
- Neurosurgery/ Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | | | - Gerry Gioia
- Depts of Pediatrics and Psychiatry & Behavioral Sciences, Children's National Health System, Washington, District of Columbia, USA
| | - Stanley A Herring
- Department of Rehabilitation Medicine, Orthopaedics and Sports Medicine, and Neurological Surgery, University of Washington, Seattle, Washington, USA
| | - David Howell
- Orthopedics, Sports Medicine Center, Children's Hospital Colorado, Aurora, Colorado, USA
| | | | - Tamara C Valovich McLeod
- Department of Athletic Training and School of Osteopathic Medicine in Arizona, A.T. Still University, Mesa, Arizona, USA
| | - William P Meehan
- Sports Medicine, Children's Hospital Boston, Boston, Massachusetts, USA
- Emergency Medicine, Children's Hospital Boston, Boston, Massachusetts, USA
| | - Zahra Premji
- Libraries, University of Victoria, Victoria, British Columbia, Canada
| | | | | | - Neil Bhathela
- UCLA Health Steve Tisch BrainSPORT Program, Los Angeles, California, USA
| | - Michael Makdissi
- Florey Institute of Neuroscience and Mental Health - Austin Campus, Heidelberg, Victoria, Australia
- La Trobe Sport and Exercise Medicine Research Centre, Melbourne, Victoria, Australia
| | - Samuel R Walton
- Department of Physical Medicine and Rehabilitation, School of Medicine, Richmond, Virginia, USA
| | - James Kissick
- Dept of Family Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Jamie Pardini
- Departments of Internal Medicine and Neurology, University of Arizona College of Medicine, Phoenix, Arizona, USA
| | - Kathryn J Schneider
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
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7
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Kuenze C, Pietrosimone B, Currie KD, Walton SR, Kerr ZY, Brett BL, Chandran A, DeFreese JD, Mannix R, Echemendia RJ, McCrea M, Guskiewicz KM, Meehan WP. Joint Injury, Osteoarthritis, and Cardiovascular Disease Risk Factors in Former National Football League Athletes: An NFL-LONG Study. J Athl Train 2023; 58:528-535. [PMID: 36645831 PMCID: PMC10496448 DOI: 10.4085/1062-6050-0437.22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
CONTEXT Individuals with lower extremity osteoarthritis (OA) have a 25% greater risk of cardiovascular disease (CVD) than those without OA. The prevalence of traumatic joint injuries among National Football League (NFL) players exposes these athletes to an elevated risk for OA and potentially a greater risk of cardiovascular risk factors (CRFs) and CVD. OBJECTIVES To examine the associations between a history of lower extremity joint injury, lower extremity OA, and the prevalence of CRFs and CVD among former NFL athletes. DESIGN Cross-sectional study. PATIENTS OR OTHER PARTICIPANTS Former NFL players completed a comprehensive health questionnaire that was used in an ongoing study, the Neurologic Function Across the Lifespan: A Prospective, Longitudinal, and Translational Study for Former NFL Players (NFL-LONG). A subsample of 1738 former players reported lifetime medical diagnoses including CVD or CRFs. MAIN OUTCOME MEASURE(S) Crude and adjusted prevalence ratios (PRsadj) characterized the associations between CVD or CRFs and injury, OA diagnosis, or both among athletes who reported (1) no history of lower extremity joint injury or surgery and no diagnosed OA, (2) a history of lower extremity joint injury or surgery and no diagnosed OA, and (3) a history of lower extremity joint injury or surgery and diagnosed OA. RESULTS Neither a history of lower extremity joint injury (PRadj = 1.34; 95% CI = 0.86, 2.07) nor a history of lower extremity joint injury and diagnosed OA (PRadj = 1.41; 95% CI = 0.89, 2.25) was significantly associated with CVD. However, CRFs were 30% and 53% more prevalent in former players with lower extremity joint injury and no diagnosed OA (PRadj = 1.30; 95% CI = 1.12, 1.50) and those with lower extremity joint injury and diagnosed OA (PRadj = 1.53; 95% CI = 1.31, 1.78), respectively, versus athletes with no history of either condition. CONCLUSIONS The prevalence of CRFs was highest among former NFL athletes with a history of lower extremity joint injury and diagnosed OA. These findings provide insight regarding the potential pathways to chronic diseases that may be initiated by joint injury early in life.
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Affiliation(s)
| | - Brian Pietrosimone
- Department of Exercise & Sport Science, University of North Carolina at Chapel Hill
| | | | - Samuel R. Walton
- Department of Exercise & Sport Science, University of North Carolina at Chapel Hill
| | - Zachary Y. Kerr
- Department of Exercise & Sport Science, University of North Carolina at Chapel Hill
| | | | - Avinash Chandran
- Department of Exercise & Sport Science, University of North Carolina at Chapel Hill
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, IN
| | - J. D. DeFreese
- Department of Exercise & Sport Science, University of North Carolina at Chapel Hill
| | | | - Ruben J. Echemendia
- University of Missouri–Kansas City
- University Orthopedics Center Concussion Clinic, State College, PA
| | | | - Kevin M. Guskiewicz
- Department of Exercise & Sport Science, University of North Carolina at Chapel Hill
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8
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Echemendia RJ, Brett BL, Broglio S, Davis GA, Giza CC, Guskiewicz KM, Harmon KG, Herring S, Howell DR, Master C, McCrea M, Naidu D, Patricios JS, Putukian M, Walton SR, Schneider KJ, Burma JS, Bruce JM. Sport concussion assessment tool™ - 6 (SCAT6). Br J Sports Med 2023; 57:622-631. [PMID: 37316203 DOI: 10.1136/bjsports-2023-107036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/05/2023] [Indexed: 06/16/2023]
Affiliation(s)
- Ruben J Echemendia
- Psychology, University of Missouri Kansas City, Kansas City, Missouri, USA
- Psychological and Neurobehavioral Associates, Inc, Miami, Florida, USA
| | - Benjamin L Brett
- Neurosurgery/ Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Steven Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, Michigan, USA
| | - Gavin A Davis
- Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Cabrini Health, Malvern, Victoria, Australia
| | - Christopher C Giza
- Neurosurgery, UCLA Steve Tisch BrainSPORT Program, Los Angeles, California, USA
- Pediatrics/Pediatric Neurology, Mattel Children's Hospital UCLA, Los Angeles, California, USA
| | - Kevin M Guskiewicz
- Sports Medicine Research laboratory, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | | | - Stanley Herring
- Rehabilitation Medicine, University of Washington, Seattle, Washington, USA
| | - David R Howell
- Orthopedics, Sports Medicine Center, Children's Hospital Colorado, University of Colorado, Aurora, Colorado, USA
| | - Christina Master
- Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Michael McCrea
- Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Dhiren Naidu
- Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Jon S Patricios
- Wits Sport and Health (WiSH), School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
| | - Margot Putukian
- Chief Medical Officer, Major League Soccer, New York, New York, USA
- Princeton, New Jersey, USA
| | - Samuel R Walton
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
| | - Kathryn J Schneider
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Joel S Burma
- Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Jared M Bruce
- Biomedical and Health Informatics, University of Missouri - Kansas City, Kansas City, Missouri, USA
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9
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Davis GA, Echemendia RJ, Ahmed OH, Anderson V, Blauwet C, Brett BL, Broglio S, Bruce JM, Burma JS, Gioia G, Giza CC, Guskiewicz KM, Harmon KG, Herring SA, Makdissi M, Master CL, McCrea M, Meehan WP, Naidu D, Patricios JS, Purcell LK, Putukian M, Schneider KJ, Valovich McLeod TC, Walton SR, Yeates KO, Zemek R. Child SCAT6. Br J Sports Med 2023; 57:636-647. [PMID: 37316212 DOI: 10.1136/bjsports-2023-106982] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/05/2023] [Indexed: 06/16/2023]
Affiliation(s)
- Gavin A Davis
- Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Cabrini Health, Malvern, Victoria, Australia
| | - Ruben J Echemendia
- Psychology, University of Missouri Kansas City, Kansas City, Missouri, USA
- Psychological and Neurobehavioral Associates, Inc, Port Matilda, Pennsylvania, USA
| | - Osman Hassan Ahmed
- Physiotherapy Department, University Hospitals Dorset NHS Foundation Trust, Poole, UK
- The FA Centre for Para Football Research, The Football Association, Burton-Upon-Trent, UK
| | - Vicki Anderson
- Child Neuropsychology, Murdoch Childrens Research Institute, Parkville, Victoria, Australia
- Psychology, University of Melbourne, Parkville, Victoria, Australia
| | - Cheri Blauwet
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation/Harvard Medical School, Boston, Massachusetts, USA
| | - Benjamin L Brett
- Neurosurgery/ Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Steven Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, Michigan, USA
| | - Jared M Bruce
- Biomedical and Health Informatics, University of Missouri - Kansas City, Kansas City, Missouri, USA
| | - Joel S Burma
- Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Gerry Gioia
- Children's National Health System, Washington, District of Columbia, USA
| | - Christopher C Giza
- Neurosurgery, UCLA Steve Tisch BrainSPORT Program, Los Angeles, California, USA
- Pediatrics / Pediatric Neurology, Mattel Children's Hospital UCLA, Los Angeles, California, USA
| | - Kevin M Guskiewicz
- Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | | | - Stanley A Herring
- Departments of Rehabilitation Medicine, Orthopaedics and Sports Medicine and Neurological Surgery, University of Washington, Seattle, Washington, USA
| | - Michael Makdissi
- Florey Institute of Neuroscience and Mental Health - Austin Campus, Heidelberg, Victoria, Australia
- La Trobe Sport and Exercise Medicine Research Centre, Melbourne, Victoria, Australia
| | - Christina L Master
- Orthopedics and Sports Medicine, Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Michael McCrea
- Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - William P Meehan
- Sports Medicine, Children's Hospital Boston, Boston, Massachusetts, USA
- Emergency Medicine, Children's Hospital Boston, Boston, Massachusetts, USA
| | - Dhiren Naidu
- Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Jon S Patricios
- Wits Sport and Health (WiSH), School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
| | - Laura K Purcell
- The Department of Pediatrics, McMaster University, Hamilton, Ontario, Canada
| | | | - Kathryn J Schneider
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Tamara C Valovich McLeod
- Department of Athletic Training and School of Osteopathic Medicine in Arizona, A.T. Still University, Mesa, Arizona, USA
| | - Samuel R Walton
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
| | | | - Roger Zemek
- Pediatrics, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada
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10
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Davis GA, Echemendia RJ, Ahmed OH, Anderson V, Blauwet C, Brett BL, Broglio S, Bruce JM, Burma JS, Gioia GA, Giza CC, Guskiewicz KM, Harmon KG, Herring S, Makdissi M, Master CL, McCrea M, Valovich McLeod TC, Meehan WP, Naidu D, Patricios J, Purcell LK, Putukian M, Schneider KJ, Walton SR, Yeates KO, Zemek R. Introducing the Child Sport Concussion Assessment Tool 6 (Child SCAT6). Br J Sports Med 2023; 57:632-635. [PMID: 37316202 DOI: 10.1136/bjsports-2023-106853] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/28/2023] [Indexed: 06/16/2023]
Affiliation(s)
- Gavin A Davis
- Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Neurosurgery, Cabrini Health, Malvern, Victoria, Australia
| | - Ruben J Echemendia
- Psychology, University of Missouri, Kansas City, Missouri, USA
- Psychological and Neurobehavioral Associates, Inc, Kansas City, Missouri, USA
| | - Osman Hassan Ahmed
- Physiotherapy Department, University Hospitals Dorset NHS Foundation Trust, Poole, UK
- The FA Centre for Para Football Research, The Football Association, Burton-Upon-Trent, UK
- School of Sport, Health and Exercise Science, University of Portsmouth, Portsmouth, UK
| | - Vicki Anderson
- Psychology, University of Melbourne, Parkville, Victoria, Australia
- Brain and Mind, Murdoch Children's Research Institute, Parkville, Victoria, Australia
| | - C Blauwet
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts, USA
| | - Benjamin L Brett
- Neurosurgery/Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Steven Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, Michigan, USA
| | - Jared M Bruce
- Biomedical and Health Informatics, University of Missouri, Kansas City, Missouri, USA
| | - Joel S Burma
- Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Gerard A Gioia
- Children's National Health System, Washington, District of Columbia, USA
- School of Medicine, George Washington University, Washington, DC, USA
| | - Christopher C Giza
- Neurosurgery, UCLA Steve Tisch BrainSPORT Program, Los Angeles, California, USA
- Pediatrics/Pediatric Neurology, Mattel Children's Hospital UCLA, Los Angeles, California, USA
| | - Kevin M Guskiewicz
- Sports Medicine Research Laboratory, University of North Carolina, Chapel Hill, North Carolina, USA
| | | | - Stanley Herring
- Departments of Rehabilitation Medicine, Orthopaedics and Sports Medicine and Neurological Surgery, University of Washington, Seattle, Washington, USA
| | - Michael Makdissi
- Florey Institute of Neuroscience and Mental Health - Austin Campus, Heidelberg, Victoria, Australia
- La Trobe Sport and Exercise Medicine Research Centre, Melbourne, Victoria, Australia
| | - Christina L Master
- University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Michael McCrea
- Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Tamara C Valovich McLeod
- Department of Athletic Training and School of Osteopathic Medicine, A.T. Still University, Mesa, Arizona, USA
| | - William P Meehan
- Sports Medicine, Children's Hospital Boston, Boston, Massachusetts, USA
- Emergency Medicine, Children's Hospital Boston, Boston, Massachusetts, USA
| | - Dhiren Naidu
- Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Jon Patricios
- Wits Sport and Health (WiSH), School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg-Braamfontein, South Africa
| | | | | | - Kathryn J Schneider
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Samuel R Walton
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
| | | | - Roger Zemek
- Pediatrics, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada
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11
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Echemendia RJ, Brett BL, Broglio S, Davis GA, Giza CC, Guskiewicz KM, Harmon KG, Herring S, Howell DR, Master CL, Valovich McLeod TC, McCrea M, Naidu D, Patricios J, Putukian M, Walton SR, Schneider KJ, Burma JS, Bruce JM. Introducing the Sport Concussion Assessment Tool 6 (SCAT6). Br J Sports Med 2023; 57:619-621. [PMID: 37316207 DOI: 10.1136/bjsports-2023-106849] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/02/2023] [Indexed: 06/16/2023]
Affiliation(s)
- Ruben J Echemendia
- Psychology, University of Missouri, Kansas City, Missouri, USA
- Psychological and Neurobehavioral Associates, Inc
| | - Benjamin L Brett
- Neurosurgery/Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Steven Broglio
- Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Gavin A Davis
- Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Cabrini Health, Malvern, Victoria, Australia
| | - Christopher C Giza
- Neurosurgery, UCLA Steve Tisch BrainSPORT Program, Los Angeles, California, USA
- Pediatrics/Pediatric Neurology, Mattel Children's Hospital UCLA, Los Angeles, California, USA
| | - Kevin M Guskiewicz
- Sports Medicine Research Laboratory, University of North Carolina, Chapel Hill, North Carolina, USA
| | | | - Stanley Herring
- Rehabilitation Medicine, University of Washington, Seattle, Washington, USA
| | - David R Howell
- Orthopedics, Sports Medicine Center, Children's Hospital Colorado, Aurora, Colorado, USA
| | - Christina L Master
- Division of Orthopedics and Sports Medicine, The Children's Hosputal of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | - Michael McCrea
- Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Dhiren Naidu
- Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Jon Patricios
- Wits Sport and Health (WISH), School of Clinical Medicine, Faculty of Health Sciences, University of Witwaterstrand, Johannesburg, South Africa
| | - Margot Putukian
- Athletic Medicine, Princeton University, Princeton, New Jersey, USA
| | - Samuel R Walton
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
| | - Kathryn J Schneider
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Joel S Burma
- Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Jared M Bruce
- Department of Biomedical and Health Informatics, University of Missouri-Kansas City, Kansas City, Missouri, USA
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12
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Patricios JS, Schneider KJ, Dvorak J, Ahmed OH, Blauwet C, Cantu RC, Davis GA, Echemendia RJ, Makdissi M, McNamee M, Broglio S, Emery CA, Feddermann-Demont N, Fuller GW, Giza CC, Guskiewicz KM, Hainline B, Iverson GL, Kutcher JS, Leddy JJ, Maddocks D, Manley G, McCrea M, Purcell LK, Putukian M, Sato H, Tuominen MP, Turner M, Yeates KO, Herring SA, Meeuwisse W. Consensus statement on concussion in sport: the 6th International Conference on Concussion in Sport-Amsterdam, October 2022. Br J Sports Med 2023; 57:695-711. [PMID: 37316210 DOI: 10.1136/bjsports-2023-106898] [Citation(s) in RCA: 98] [Impact Index Per Article: 98.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/02/2023] [Indexed: 06/16/2023]
Abstract
For over two decades, the Concussion in Sport Group has held meetings and developed five international statements on concussion in sport. This 6th statement summarises the processes and outcomes of the 6th International Conference on Concussion in Sport held in Amsterdam on 27-30 October 2022 and should be read in conjunction with the (1) methodology paper that outlines the consensus process in detail and (2) 10 systematic reviews that informed the conference outcomes. Over 3½ years, author groups conducted systematic reviews of predetermined priority topics relevant to concussion in sport. The format of the conference, expert panel meetings and workshops to revise or develop new clinical assessment tools, as described in the methodology paper, evolved from previous consensus meetings with several new components. Apart from this consensus statement, the conference process yielded revised tools including the Concussion Recognition Tool-6 (CRT6) and Sport Concussion Assessment Tool-6 (SCAT6, Child SCAT6), as well as a new tool, the Sport Concussion Office Assessment Tool-6 (SCOAT6, Child SCOAT6). This consensus process also integrated new features including a focus on the para athlete, the athlete's perspective, concussion-specific medical ethics and matters related to both athlete retirement and the potential long-term effects of SRC, including neurodegenerative disease. This statement summarises evidence-informed principles of concussion prevention, assessment and management, and emphasises those areas requiring more research.
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Affiliation(s)
- Jon S Patricios
- Wits Sport and Health (WiSH), School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Kathryn J Schneider
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Jiri Dvorak
- Spine Unit, Schulthess Clinic Human Performance Lab, Zurich, Switzerland
| | - Osman Hassan Ahmed
- Physiotherapy Department, University Hospitals Dorset NHS Foundation Trust, Poole, UK
- The FA Centre for Para Football Research, The Football Association, Burton-Upon-Trent, Staffordshire, UK
| | - Cheri Blauwet
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation/Harvard Medical School, Boston, Massachusetts, USA
- Kelley Adaptive Sports Research Institute, Spaulding Rehabilitation, Boston, Massachusetts, USA
| | - Robert C Cantu
- CTE Center, Boston University School of Medicine, Boston, Massachusetts, USA
- Neurology, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Gavin A Davis
- Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Cabrini Health, Malvern, Victoria, Australia
| | - Ruben J Echemendia
- Psychology, University of Missouri Kansas City, Kansas City, Missouri, USA
- Psychological and Neurobehavioral Associates, Inc, Miami, Florida, USA
| | - Michael Makdissi
- Florey Institute of Neuroscience and Mental Health-Austin Campus, Heidelberg, Victoria, Australia
- La Trobe Sport and Exercise Medicine Research Centre, Melbourne, Victoria, Australia
| | - Michael McNamee
- Department of Movement Sciences, KU Leuven, Leuven, Belgium
- School of Sport and Exercise Medicine, Swansea University, Swansea, UK
| | - Steven Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, Michigan, USA
| | - Carolyn A Emery
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Nina Feddermann-Demont
- University Hospital Zurich, Zurich, Switzerland
- Sports Neuroscience, University of Zurich, Zurich, Switzerland
| | - Gordon Ward Fuller
- School of Health and Related Research, University of Sheffield, Sheffield, South Yorkshire, UK
| | - Christopher C Giza
- Neurosurgery, UCLA Steve Tisch BrainSPORT Program, Los Angeles, California, USA
- Pediatrics/Pediatric Neurology, Mattel Children's Hospital UCLA, Los Angeles, California, USA
| | - Kevin M Guskiewicz
- Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Brian Hainline
- National Collegiate Athletic Association (NCAA), Indianapolis, Indiana, USA
| | - Grant L Iverson
- Physical Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts, USA
- Sports Concussion Program, MassGeneral Hospital for Children, Boston, Massachusetts, USA
| | | | - John J Leddy
- UBMD Orthopaedics and Sports Medicne, SUNY Buffalo, Buffalo, New York, USA
| | - David Maddocks
- Melbourne Neuropsychology Services & Perry Maddocks Trollope Lawyers, Melbourne, Victoria, Australia
| | - Geoff Manley
- Neurosurgery, University of California, San Francisco, San Francisco, California, USA
| | - Michael McCrea
- Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Laura K Purcell
- Department of Pediatrics, McMaster University, Hamilton, Ontario, Canada
| | | | - Haruhiko Sato
- Neurosurgery, Seirei Mikatahara Hospital, Hamamatsu, Japan
| | | | - Michael Turner
- International Concussion and Head Injury Research Foundation, London, UK
- University College London, London, UK
| | | | - Stanley A Herring
- Department of Rehabilitation Medicine, Orthopaedics and Sports Medicine, University of Washington, Seattle, Washington, USA
- Department of Neurological Surgery, University of Washington, Seattle, Washington, USA
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13
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Schneider KJ, Critchley ML, Anderson V, Davis GA, Debert CT, Feddermann-Demont N, Gagnon I, Guskiewicz KM, Hayden KA, Herring S, Johnstone C, Makdissi M, Master CL, Moser RS, Patricios JS, Register-Mihalik JK, Ronksley PE, Silverberg ND, Yeates KO. Targeted interventions and their effect on recovery in children, adolescents and adults who have sustained a sport-related concussion: a systematic review. Br J Sports Med 2023; 57:771-779. [PMID: 37316188 DOI: 10.1136/bjsports-2022-106685] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/04/2023] [Indexed: 06/16/2023]
Abstract
OBJECTIVES We evaluated interventions to facilitate recovery in children, adolescents and adults with a sport-related concussion (SRC). DESIGN Systematic review including risk of bias (modified Scottish Intercollegiate Guidelines Network tool). DATA SOURCES MEDLINE(R) and Epub Ahead of Print, In-Process & Other Non-Indexed Citations, Embase, APA PsycINFO, Cochrane Central Register of Controlled Trials, CINAHL Plus with Full Text, SPORTDiscus and Scopus searched until March 2022. STUDY ELIGIBILITY CRITERIA (1) Original research including randomised controlled trials (RCTs), quasi-experimental designs, cohort, comparative effectiveness studies; (2) focus on SRC; (3) English; (4) peer-reviewed and (5) evaluated treatment. RESULTS 6533 studies were screened, 154 full texts reviewed and 13 met inclusion (10 RCTs, 1 quasi-experimental and 2 cohort studies; 1 high-quality study, 7 acceptable and 5 at high risk of bias). Interventions, comparisons, timing and outcomes varied, precluding meta-analysis. For adolescents and adults with dizziness, neck pain and/or headaches >10 days following concussion, individualised cervicovestibular rehabilitation may decrease time to return to sport compared with rest followed by gradual exertion (HR 3.91 (95% CI 1.34 to 11.34)) and when compared with a subtherapeutic intervention (HR 2.91 (95% CI 1.01 to 8.43)). For adolescents with vestibular symptoms/impairments, vestibular rehabilitation may decrease time to medical clearance (vestibular rehab group 50.2 days (95% CI 39.9 to 60.4) compared with control 58.4 (95% CI 41.7 to 75.3) days). For adolescents with persisting symptoms >30 days, active rehabilitation and collaborative care may decrease symptoms. CONCLUSIONS Cervicovestibular rehabilitation is recommended for adolescents and adults with dizziness, neck pain and/or headaches for >10 days. Vestibular rehabilitation (for adolescents with dizziness/vestibular impairments >5 days) and active rehabilitation and/or collaborative care (for adolescents with persisting symptoms >30 days) may be of benefit.
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Affiliation(s)
- Kathryn J Schneider
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
| | | | - Vicki Anderson
- Child Neuropsychology, Murdoch Childrens Research Institute, Parkville, Victoria, Australia
- Psychology, University of Melbourne, Parkville, Victoria, Australia
| | - Gavin A Davis
- Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Cabrini Health, Malvern, Victoria, Australia
| | - Chantel T Debert
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Nina Feddermann-Demont
- Department of Neurology, University Hospital Zurich, Zurich Switzerland Sports Neuroscience, University of Zurich, Zurich, Switzerland
| | - Isabelle Gagnon
- School of Physical and Occupational Therapy, Faculty of Medicine and Health Sciences, McGill University, Montreal, Quebec, Canada
| | - Kevin M Guskiewicz
- Sports Medicine Research Laboratory, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - K Alix Hayden
- Libraries and Cultural Resources, University of Calgary, Calgary, Alberta, Canada
| | - Stanley Herring
- Departments of Rehabilitation Medicine, Orthopaedics and Sports Medicine and Neurological Surgery, University of Washington, Seattle, Washington, USA
| | | | - Michael Makdissi
- Florey Institute of Neuroscience and Mental Health - Austin Campus, Heidelberg, Victoria, Australia
- Australian Football League, Melbourne, Victoria, Australia
| | - Christina L Master
- Pediatrics and Sports Medicine, Children's Hospital of Philadelphia, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA
| | | | - Jon S Patricios
- Wits Sport and Health (WiSH), School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Johna K Register-Mihalik
- Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Paul E Ronksley
- Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Noah D Silverberg
- Department of Psychology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Keith Owen Yeates
- Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
- Psychology, University of Calgary, Calgary, Alberta, Canada
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14
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Vorn R, Devoto C, Meier TB, Lai C, Yun S, Broglio SP, Mithani S, McAllister TW, Giza CC, Kim HS, Huber D, Harezlak J, Cameron KL, McGinty G, Jackson J, Guskiewicz KM, Mihalik JP, Brooks A, Duma S, Rowson S, Nelson LD, Pasquina P, McCrea MA, Gill JM. Are EPB41 and alpha-synuclein diagnostic biomarkers of sport-related concussion? Findings from the NCAA and Department of Defense CARE Consortium. J Sport Health Sci 2023; 12:379-387. [PMID: 36403906 DOI: 10.1016/j.jshs.2022.11.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Revised: 07/15/2022] [Accepted: 10/08/2022] [Indexed: 05/17/2023]
Abstract
BACKGROUND Current protein biomarkers are only moderately predictive at identifying individuals with mild traumatic brain injury or concussion. Therefore, more accurate diagnostic markers are needed for sport-related concussion. METHODS This was a multicenter, prospective, case-control study of athletes who provided blood samples and were diagnosed with a concussion or were a matched non-concussed control within the National Collegiate Athletic Association-Department of Defense Concussion Assessment, Research, and Education Consortium conducted between 2015 and 2019. The blood was collected within 48 h of injury to identify protein abnormalities at the acute and subacute timepoints. Athletes with concussion were divided into 6 h post-injury (0-6 h post-injury) and after 6 h post-injury (7-48 h post-injury) groups. We applied a highly multiplexed proteomic technique that used a DNA aptamers assay to target 1305 proteins in plasma samples from athletes with and without sport-related concussion. RESULTS A total of 140 athletes with concussion (79.3% males; aged 18.71 ± 1.10 years, mean ± SD) and 21 non-concussed athletes (76.2% males; 19.14 ± 1.10 years) were included in this study. We identified 338 plasma proteins that significantly differed in abundance (319 upregulated and 19 downregulated) in concussed athletes compared to non-concussed athletes. The top 20 most differentially abundant proteins discriminated concussed athletes from non-concussed athletes with an area under the curve (AUC) of 0.954 (95% confidence interval: 0.922‒0.986). Specifically, after 6 h of injury, the individual AUC of plasma erythrocyte membrane protein band 4.1 (EPB41) and alpha-synuclein (SNCA) were 0.956 and 0.875, respectively. The combination of EPB41 and SNCA provided the best AUC (1.000), which suggests this combination of candidate plasma biomarkers is the best for diagnosing concussion in athletes after 6 h of injury. CONCLUSION Our data suggest that proteomic profiling may provide novel diagnostic protein markers and that a combination of EPB41 and SNCA is the most predictive biomarker of concussion after 6 h of injury.
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Affiliation(s)
- Rany Vorn
- Johns Hopkins School of Nursing and Medicine, Baltimore, MD 21205, USA; National Institutes of Health, Bethesda, MD 20892, USA
| | | | - Timothy B Meier
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Chen Lai
- National Institutes of Health, Bethesda, MD 20892, USA
| | - Sijung Yun
- Predictiv Care, Inc., Mountain View, CA 94086, USA
| | - Steven P Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI 48109, USA
| | - Sara Mithani
- National Institutes of Health, Bethesda, MD 20892, USA
| | - Thomas W McAllister
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Christopher C Giza
- Departments of Pediatrics and Neurosurgery, University of California at Los Angeles (UCLA), Los Angeles, CA 90024, USA
| | - Hyung-Suk Kim
- National Institutes of Health, Bethesda, MD 20892, USA
| | - Daniel Huber
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Jaroslaw Harezlak
- Department of Epidemiology and Biostatistics School of Public Health - Bloomington, Indiana University, Bloomington, IN 47405, USA
| | - Kenneth L Cameron
- John A. Feagin Sports Medicine Fellowship, Keller Army Community Hospital, West Point, NY 10996, USA
| | - Gerald McGinty
- United States Air Force Academy, Colorado Springs, CO 80840, USA
| | - Jonathan Jackson
- United States Air Force Academy, Colorado Springs, CO 80840, USA
| | - Kevin M Guskiewicz
- Mathew Gfeller Center, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA
| | - Jason P Mihalik
- Mathew Gfeller Center, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA
| | - Alison Brooks
- Department of Orthopedics, Division of Sports Medicine, School of Medicine and Public Health, University of Wisconsin, Madison, WI 53705, USA
| | - Stefan Duma
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA 24061, USA
| | - Steven Rowson
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA 24061, USA
| | - Lindsay D Nelson
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Paul Pasquina
- Center for Neuroscience & Regenerative Medicine, Uniformed Services University, Bethesda, MD 20814, USA
| | - Michael A McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Jessica M Gill
- Johns Hopkins School of Nursing and Medicine, Baltimore, MD 21205, USA.
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15
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Bryant AM, Kerr ZY, Walton SR, Barr WB, Guskiewicz KM, McCrea MA, Brett BL. Investigating the association between subjective and objective performance-based cognitive function among former collegiate football players. Clin Neuropsychol 2023; 37:595-616. [PMID: 35670306 PMCID: PMC9726994 DOI: 10.1080/13854046.2022.2083021] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Accepted: 05/22/2022] [Indexed: 11/03/2022]
Abstract
OBJECTIVE Studies have observed variable associations of prior contact sport participation with subjective and objective measures of cognitive function. This study directly investigated the association between subjective self-report and objective performance-based cognition among former collegiate football players, as well as its relationship to self-reported concussion history. METHODS Former collegiate football players (N = 57; mean age = 37.9 years [SD = 1.49]) retired from sport 15-years prior were enrolled. Linear regression models examined associations between subjective cognition (Quality of Life in Neurological Disorders Cognitive Functioning-Short Form), and performance on a neuropsychological battery. Domain specific (executive function) metrics of subjective (Behavior Rating Inventory of Executive Function-Adult) and objective cognition were also exclusively examined. Associations between self-reported concussion history with subjective and objective measures were tested. Potential influential factors (sleep quality and distress) were included as covariates. RESULTS Subjective cognition was not significantly associated with any objective measures of cognitive functioning (p's > .05). Greater self-reported concussion history was inversely associated with subjective cognition (B = -2.49, p = .004), but not objective performance-based cognition (p's > .05). Distress was significantly related to all metrics of subjective cognition (p's < .001) as well as performance on delayed recall and verbal fluency (p's < .05). Sleep quality was only significantly related to timed visuospatial sequencing (p = .033). CONCLUSIONS Reliance on self-reported measures of cognitive functioning alone is insufficient when assessing cognition in former contact sport athletes. Assessment of other factors known to influence subjective cognitive complaints should also be examined in determining the presence of cognitive deficits.
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Affiliation(s)
- Andrew M. Bryant
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin
- Department of Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Zachary Y. Kerr
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill
| | - Samuel R. Walton
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill
| | | | - Kevin M. Guskiewicz
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill
| | - Michael A. McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin
- Department of Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Benjamin L. Brett
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin
- Department of Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin
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16
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Ghiles CW, Clark MD, Kuzminski SJ, Fraser MA, Petrella JR, Guskiewicz KM. Changes in resting state networks in high school football athletes across a single season. Br J Radiol 2023; 96:20220359. [PMID: 36607807 PMCID: PMC10078860 DOI: 10.1259/bjr.20220359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
OBJECTIVE The aim of this pilot cohort study was to examine changes in the organization of resting-state brain networks in high school football athletes and its relationship to exposure to on-field head impacts over the course of a single season. METHODS Seventeen male high school football players underwent functional magnetic resonance imaging and computerized neurocognitive testing (CNS Vital Signs) before the start of contact practices and again after the conclusion of the season. The players were equipped with helmet accelerometer systems (Head Impact Telemetry System) to record head impacts in practices and games. Graph theory analysis was applied to study intranetwork local efficiency and strength of connectivity within six anatomically defined brain networks. RESULTS We observed a significant decrease in the local efficiency (-24.9 ± 51.4%, r = 0.7, p < 0.01) and strength (-14.5 ± 26.8%, r = 0.5, p < 0.01) of functional connectivity within the frontal lobe resting-state network and strength within the parietal lobe resting-state network (-7.5 ± 17.3%, r = 0.1, p < 0.01), as well as a concomitant increase in the local efficiency (+55.0 +/- 59.8%, r = 0.5, p < 0.01) and strength (+47.4 +/- 47.3%, r = 0.5, p < 0.01) within the mediotemporal networks. These alterations in network organization were associated with changes in performance on verbal memory (p < 0.05) and executive function (p < 0.05). We did not observe a significant relationship between the frequency or cumulative magnitude of impacts sustained during the season and neurocognitive or imaging outcomes (p > 0.05). CONCLUSION Our findings suggest the efficiency and strength of resting-state networks are altered across a season of high school football, but the association of exposure levels to subconcussive impacts is unclear. ADVANCES IN KNOWLEDGE The efficiency of resting-state networks is dynamic in high school football athletes; such changes may be related to impacts sustained during the season, though further study is needed.
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Affiliation(s)
- Connor W Ghiles
- Wake Forest University School of Medicine, Winston-Salem, United States
| | - Michael D Clark
- Department of Exercise and Sport Science, University of North Carolina, Chapel Hill, United States
| | | | - Melissa A Fraser
- Department of Exercise and Sport Science, University of North Carolina, Chapel Hill, United States
| | | | - Kevin M Guskiewicz
- Department of Exercise and Sport Science, University of North Carolina, Chapel Hill, United States
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17
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Brett BL, Aggarwal NT, Chandran A, Kerr ZY, Walton SR, DeFreese JD, Guskiewicz KM, Echemendia RJ, Meehan WP, McCrea MA, Mannix R. Incorporation of concussion history as part of the LIfestyle for BRAin Health (LIBRA) modifiable factors risk score and associations with cognition in older former National Football League players. Alzheimers Dement 2023. [PMID: 36708229 PMCID: PMC10374874 DOI: 10.1002/alz.12929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Revised: 11/23/2022] [Accepted: 12/19/2022] [Indexed: 01/29/2023]
Abstract
OBJECTIVE Investigate associations between the LIfestyle for BRAin Health (LIBRA) risk score with odds of mild cognitive impairment (MCI) diagnosis and cognitive function, incorporating concussion history. METHODS Former National Football League (NFL) players (N = 1050; mean age = 64.8 ± 9.0-years) completed initial testing for integration of concussion history into LIBRA scores (i.e., modified-LIBRA) and completed the Brief Test of Adult Cognition by Telephone (BTACT). Modified-LIBRA score (including concussion history) associations with odds of MCI and cognitive dysfunction were assessed via logistic and linear regression. RESULTS The highest quartile LIBRA scores were six times more likely to have a diagnosis of MCI compared to the lowest quartile (OR = 6.27[3.61, 10.91], p < 0.001). Modified-LIBRA scores significantly improved model fit for odds of MCI above original LIBRA scores (χ2 (1) = 7.76, p = 0.005) and accounted for a greater fraction of variance in executive function (ΔR2 = 0.02, p = 0.003) and episodic memory (ΔR2 = 0.02, p = 0.002). CONCLUSIONS Modified-LIBRA score, incorporating concussion history, may help monitoring risk status in former contact sport athletes, by targeting modifiable, lifestyle-related risk factors.
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Affiliation(s)
- Benjamin L Brett
- Department of Neurosurgery, Medical College of Wisconsin, Wauwatosa, Wisconsin, USA
| | | | - Avinash Chandran
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, Indiana, USA.,Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Zachary Yukio Kerr
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Samuel R Walton
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, Virginia, USA
| | - J D DeFreese
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Kevin M Guskiewicz
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Ruben J Echemendia
- Psychological and Neurobehavioral Associates, Inc., State College, Pennsylvania, USA
| | - William P Meehan
- Boston Children's Hospital, Boston, Massachusetts, USA.,Department of Pediatrics and Orthopedics, Harvard Medical School, Boston, Massachusetts, USA
| | - Michael A McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Wauwatosa, Wisconsin, USA
| | - Rebekah Mannix
- Boston Children's Hospital, Boston, Massachusetts, USA.,Department of Pediatrics and Emergency Medicine, Harvard Medical School, Boston, Massachusetts, USA
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18
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Mustafi SM, Yang HC, Harezlak J, Meier TB, Brett BL, Giza CC, Goldman J, Guskiewicz KM, Mihalik JP, LaConte SM, Duma SM, Broglio SP, McCrea MA, McAllister TW, Wu YC. Effects of White-Matter Tract Length in Sport-Related Concussion: A Tractography Study from the NCAA-DoD CARE Consortium. J Neurotrauma 2022; 39:1495-1506. [PMID: 35730116 PMCID: PMC9689766 DOI: 10.1089/neu.2021.0239] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Sport-related concussion (SRC) is an important public health issue. White-matter alterations after SRC are widely studied by neuroimaging approaches, such as diffusion magnetic resonance imaging (MRI). Although the exact anatomical location of the alterations may differ, significant white-matter alterations are commonly observed in long fiber tracts, but are never proven. In the present study, we performed streamline tractography to characterize the association between tract length and white-matter microstructural alterations after SRC. Sixty-eight collegiate athletes diagnosed with acute concussion (24-48 h post-injury) and 64 matched contact-sport controls were included in this study. The athletes underwent diffusion tensor imaging (DTI) in 3.0 T MRI scanners across three study sites. DTI metrics were used for tract-based spatial statistics to map white-matter regions-of-interest (ROIs) with significant group differences. Whole-brain white-mater streamline tractography was performed to extract "affected" white-matter streamlines (i.e., streamlines passing through the identified ROIs). In the concussed athletes, streamline counts and DTI metrics of the affected white-matter fiber tracts were summarized and compared with unaffected white-matter tracts across tract length in the same participant. The affected white-matter tracts had a high streamline count at length of 80-100 mm and high length-adjusted affected ratio for streamline length longer than 80 mm. DTI mean diffusivity was higher in the affected streamlines longer than 100 mm with significant associations with the Brief Symptom Inventory score. Our findings suggest that long fibers in the brains of collegiate athletes are more vulnerable to acute SRC with higher mean diffusivity and a higher affected ratio compared with the whole distribution.
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Affiliation(s)
- Sourajit M. Mustafi
- Institute of Genetics, San Diego, California, USA
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Ho-Ching Yang
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Jaroslaw Harezlak
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University, Bloomington, Indiana, USA
| | - Timothy B. Meier
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Benjamin L. Brett
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Christopher C. Giza
- Department of Neurosurgery, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California, USA
- Division of Pediatric Neurology, Mattel Children's Hospital, University of California, Los Angeles, Los Angeles, California, USA
| | - Joshua Goldman
- Family Medicine, Ronald Reagan UCLA Medical Center, UCLA Health - Santa Monica Medical Center, Los Angeles, California, USA
| | - Kevin M. Guskiewicz
- Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, Department of Exercise and Sport Science, University of North Carolina, at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Jason P. Mihalik
- Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, Department of Exercise and Sport Science, University of North Carolina, at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Stephen M. LaConte
- School of Biomedical Engineering and Sciences, Wake-Forest and Virginia Tech University, Blacksburg, Virginia, USA
- Virginia Tech Carilion Research Institute, Roanoke, Virginia, USA
| | - Stefan M. Duma
- School of Biomedical Engineering and Sciences, Wake-Forest and Virginia Tech University, Blacksburg, Virginia, USA
| | - Steven P. Broglio
- Michigan Concussion Center, School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Michael A. McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Thomas W. McAllister
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Yu-Chien Wu
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, USA
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19
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Kerr ZY, Chandran A, Brett BL, Walton SR, DeFreese JD, Mannix R, Echemendia RJ, McCrea MA, Guskiewicz KM, Meehan WP. The stability of self-reported professional football concussion history among former players: A longitudinal NFL-LONG study. Brain Inj 2022; 36:968-976. [PMID: 35971311 DOI: 10.1080/02699052.2022.2109739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
OBJECTIVES To examine the stability of former National Football League (NFL) players' recall of professional football concussion. METHODS Two-hundred-and-nine former NFL players (ceasing football participation before/in 2001) completed surveys in 2001, 2010, and 2019 and reported the number of concussions sustained during their professional careers (0, 1 … 10, >10). Participants were categorized into four 'recall stability' groups, based upon concussion recall [e.g., 'Same' (same number recalled), 'Increased' (more recalled than in prior time point)]. In 2019, participants completed measures of functioning (e.g., PROMIS Cognitive Function, Anxiety, Depression). Fleiss Kappa and generalized linear mixed models (GLMM)-based ordinal measures Kappa assessed stability across time points. 'Recall stability group' functioning scores were compared. RESULTS Overall, 45.9% recalled more concussions over time; 14.8% reported the same number. Fleiss Kappa and GLMM-based ordinal measures Kappa suggested fair (0.22, 95% CI: 0.26, 0.38) and moderate stability (0.41, 95% CI: 0.35, 0.46), respectively. Higher cognitive functioning (P = 0.002), lower anxiety (P = 0.003), and lower depression (P = 0.007) were observed in the 'Same' vs 'Increased' groups. CONCLUSIONS Despite subtle time-based variations in reporting, professional football concussion history recall was relatively stable. Better cognitive and psychological functioning was associated with greater stability in concussion recall.
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Affiliation(s)
- Zachary Yukio Kerr
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Avinash Chandran
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Datalys Center for Sports Injury Research and Prevention, Indianapolis, Indiana, USA
| | - Benjamin L Brett
- Neurosurgery/Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Samuel R Walton
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - J D DeFreese
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Rebekah Mannix
- Brain Injury Center, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Ruben J Echemendia
- Psychological and Neurobehavioral Associates, Inc, State College, Columbia, Pennsylvania, USA.,Psychology, University of Missouri Kansas City, Kansas City, Missouri, USA
| | - Michael A McCrea
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, Indiana, USA
| | - Kevin M Guskiewicz
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - William P Meehan
- Brain Injury Center, Boston Children's Hospital, Boston, Massachusetts, USA
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20
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Seifert J, Shah AS, Harezlak J, Rowson S, Mihalik JP, Riggen L, Duma S, Brooks A, Cameron KL, Giza CC, Goldman J, Guskiewicz KM, Houston MN, Jackson JC, McGinty G, Pasquina P, Broglio SP, McAllister TW, McCrea MA, Stemper BD. Time Delta Head Impact Frequency: An Analysis on Head Impact Exposure in the Lead Up to a Concussion: Findings from the NCAA-DOD Care Consortium. Ann Biomed Eng 2022; 50:1473-1487. [PMID: 35933459 PMCID: PMC9652163 DOI: 10.1007/s10439-022-03032-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 07/18/2022] [Indexed: 11/30/2022]
Abstract
Sport-related concussions can result from a single high magnitude impact that generates concussive symptoms, repeated subconcussive head impacts aggregating to generate concussive symptoms, or a combined effect from the two mechanisms. The array of symptoms produced by these mechanisms may be clinically interpreted as a sport-related concussion. It was hypothesized that head impact exposure resulting in concussion is influenced by severity, total number, and frequency of subconcussive head impacts. The influence of total number and magnitude of impacts was previously explored, but frequency was investigated to a lesser degree. In this analysis, head impact frequency was investigated over a new metric called ‘time delta’, the time difference from the first recorded head impact of the day until the concussive impact. Four exposure metrics were analyzed over the time delta to determine whether frequency of head impact exposure was greater for athletes on their concussion date relative to other dates of contact participation. Those metrics included head impact frequency, head impact accrual rate, risk weighted exposure (RWE), and RWE accrual rate. Athletes experienced an elevated median number of impacts, RWE, and RWE accrual rate over the time delta on their concussion date compared to non-injury sessions. This finding suggests elevated frequency of head impact exposure on the concussion date compared to other dates that may precipitate the onset of concussion.
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Affiliation(s)
- Jack Seifert
- Joint Department of Biomedical Engineering, Marquette University and Medical College of Wisconsin, Milwaukee, WI, USA.,Neuroscience Research Labs, Clement J. Zablocki Veterans Affairs Medical Center, Research 151, 5000 W. National Ave., Milwaukee, WI, 53295, USA
| | - Alok S Shah
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA.,Neuroscience Research Labs, Clement J. Zablocki Veterans Affairs Medical Center, Research 151, 5000 W. National Ave., Milwaukee, WI, 53295, USA
| | - Jaroslaw Harezlak
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health, Bloomington, IN, USA
| | - Steven Rowson
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, USA
| | - Jason P Mihalik
- Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Larry Riggen
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health, Bloomington, IN, USA
| | - Stefan Duma
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, USA
| | - Alison Brooks
- Department of Orthopedics, School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Kenneth L Cameron
- John A. Feagin Jr. Sports Medicine Fellowship, Keller Army Hospital, United States Military Academy, West Point, NY, USA
| | - Christopher C Giza
- Departments of Neurosurgery and Pediatrics, UCLA Steve Tisch BrainSPORT Program, David Geffem School of Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - Joshua Goldman
- Departments of Neurosurgery and Pediatrics, UCLA Steve Tisch BrainSPORT Program, David Geffem School of Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - Kevin M Guskiewicz
- Matthew Gfeller Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Megan N Houston
- John A. Feagin Jr. Sports Medicine Fellowship, Keller Army Hospital, United States Military Academy, West Point, NY, USA
| | - Jonathan C Jackson
- Department of Sports Medicine, United States Air Force Academy, Colorado Springs, CO, USA
| | - Gerald McGinty
- Department of Sports Medicine, United States Air Force Academy, Colorado Springs, CO, USA
| | - Paul Pasquina
- Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Steven P Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA
| | | | - Michael A McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA.,Neuroscience Research Labs, Clement J. Zablocki Veterans Affairs Medical Center, Research 151, 5000 W. National Ave., Milwaukee, WI, 53295, USA
| | - Brian D Stemper
- Joint Department of Biomedical Engineering, Marquette University and Medical College of Wisconsin, Milwaukee, WI, USA. .,Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA. .,Neuroscience Research Labs, Clement J. Zablocki Veterans Affairs Medical Center, Research 151, 5000 W. National Ave., Milwaukee, WI, 53295, USA.
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21
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Vorn R, Mithani S, Devoto C, Meier TB, Lai C, Yun S, Broglio SP, McAllister TW, Giza CC, Kim HS, Huber D, Harezlak J, Cameron KL, McGinty G, Jackson J, Guskiewicz KM, Mihalik JP, Brooks A, Duma S, Rowson S, Nelson LD, Pasquina P, McCrea MA, Gill JM. Proteomic Profiling of Plasma Biomarkers Associated With Return to Sport Following Concussion: Findings From the NCAA and Department of Defense CARE Consortium. Front Neurol 2022; 13:901238. [PMID: 35928129 PMCID: PMC9343581 DOI: 10.3389/fneur.2022.901238] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 06/08/2022] [Indexed: 11/30/2022] Open
Abstract
Objective To investigate the plasma proteomic profiling in identifying biomarkers related to return to sport (RTS) following a sport-related concussion (SRC). Methods This multicenter, prospective, case-control study was part of a larger cohort study conducted by the NCAA-DoD Concussion Assessment, Research, and Education (CARE) Consortium, athletes (n = 140) with blood collected within 48 h of injury and reported day to asymptomatic were included in this study, divided into two groups: (1) recovery <14-days (n = 99) and (2) recovery ≥14-days (n = 41). We applied a highly multiplexed proteomic technique that uses DNA aptamers assay to target 1,305 proteins in plasma samples from concussed athletes with <14-days and ≥14-days. Results We identified 87 plasma proteins significantly dysregulated (32 upregulated and 55 downregulated) in concussed athletes with recovery ≥14-days relative to recovery <14-days groups. The significantly dysregulated proteins were uploaded to Ingenuity Pathway Analysis (IPA) software for analysis. Pathway analysis showed that significantly dysregulated proteins were associated with STAT3 pathway, regulation of the epithelial mesenchymal transition by growth factors pathway, and acute phase response signaling. Conclusion Our data showed the feasibility of large-scale plasma proteomic profiling in concussed athletes with a <14-days and ≥ 14-days recovery. These findings provide a possible understanding of the pathophysiological mechanism in neurobiological recovery. Further study is required to determine whether these proteins can aid clinicians in RTS decisions.
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Affiliation(s)
- Rany Vorn
- School of Nursing, Johns Hopkins University, Baltimore, MD, United States
- National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, United States
| | - Sara Mithani
- National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, United States
- School of Nursing, University of Texas Health Science Center San Antonio, San Antonio, TX, United States
| | - Christina Devoto
- National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, United States
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, United States
| | - Timothy B. Meier
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Chen Lai
- National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, United States
- Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Sijung Yun
- Predictiv Care, Mountain View, CA, United States
| | - Steven P. Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, United States
| | - Thomas W. McAllister
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Christopher C. Giza
- Departments of Pediatrics and Neurosurgery, University of California, Los Angeles, Los Angeles, CA, United States
- UCLA Steve Tisch BrainSPORT Program, University of California, Los Angeles, Los Angeles, CA, United States
| | - Hyung-Suk Kim
- National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, United States
| | - Daniel Huber
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Jaroslaw Harezlak
- Department of Epidemiology and Biostatistics School of Public Health-Bloomington, Indiana University, Bloomington, IN, United States
| | - Kenneth L. Cameron
- John A. Feagin Sports Medicine Fellowship, Keller Army Hospital, West Point, NY, United States
| | - Gerald McGinty
- United States Air Force Academy, Colorado Springs, CO, United States
| | - Jonathan Jackson
- United States Air Force Academy, Colorado Springs, CO, United States
| | - Kevin M. Guskiewicz
- Matthew Gfeller Center, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Jason P. Mihalik
- Matthew Gfeller Center, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Alison Brooks
- Department of Orthopedics, Division of Sports Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States
| | - Stefan Duma
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, United States
| | - Steven Rowson
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, United States
| | - Lindsay D. Nelson
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Paul Pasquina
- Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Michael A. McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Jessica M. Gill
- School of Nursing, Johns Hopkins University, Baltimore, MD, United States
- Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
- Department of Neurology, Johns Hopkins University, Baltimore, MD, United States
- *Correspondence: Jessica M. Gill
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22
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Kerr ZY, Walton SR, Brett BL, Chandran A, DeFreese JD, Mannix R, Echemendia RJ, McCrea MA, Guskiewicz KM, Meehan WP. Measurement implications on the association between self-reported concussion history and depression: An NFL-LONG study. Clin Neuropsychol 2022:1-18. [PMID: 35791900 DOI: 10.1080/13854046.2022.2094834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
ObjectiveThis study examined how associations of self-reported concussion history and depression vary based on different variable characterizations. Methods Former NFL players (n = 1,697) completed a General Health Survey, indicating the number of concussions they sustained during their football career and whether a physician had diagnosed them with depression, and the PROMIS 4-item Depression scale. Self-reported concussion history was characterized as: a 3-category variable (0, 1-2, 3+) with (1) indicator variables and (2) as an ordinal variable; a 5-category variable (0, 1-2, 3-5, 6-9, 10+) with (3) indicator variables and (4) as an ordinal variable; and (5) the original interval scale (0, 1, 2,…, 10, 10+). Depression was characterized as: (1) physician diagnosis (yes/no); and the PROMIS 4-item Depression scale treated as: (2) the original T-score variable and (3) using a cut-off of a T-score >60 versus ≤60. Regression models with various combinations of the characterizations, while adjusting for age, race/ethnicity, education, pain interference, and stress level, estimated prevalence ratios and mean differences for binary and continuous outcomes, respectively. Concussion history-related effect estimates were compared across all models. Results Self-reported concussion history emerged as a significant predictor of each depression measure. With a higher number of concussions reported, be it via the categories or the interval scale, stronger associations between self-reported concussion history and depression were observed. Conclusions The various approaches to characterize self-reported concussion history and depression provided evidence of significant associations between the two variables, with the degree of association varying based on characterization of each construct.
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Affiliation(s)
- Zachary Yukio Kerr
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Samuel R. Walton
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Benjamin L. Brett
- Neurosurgery/Neurology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Avinash Chandran
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, IN, USA
| | - J. D. DeFreese
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Rebekah Mannix
- Brain Injury Center, Boston Children’s Hospital, Boston, MA, USA
| | - Ruben J. Echemendia
- Psychological and Neurobehavioral Associates, Inc, State College, PA, USA
- Psychology, University of Missouri Kansas City, Kansas City, MO, USA
| | - Michael A. McCrea
- Neurosurgery/Neurology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Kevin M. Guskiewicz
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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23
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DeFreese JD, Walton SR, Kerr ZY, Brett BL, Chandran A, Mannix R, Campbell H, Echemendia RJ, McCrea MA, Meehan WP, Guskiewicz KM. Transition-Related Psychosocial Factors and Mental Health Outcomes in Former National Football League Players: An NFL-LONG Study. J Sport Exerc Psychol 2022; 44:169-176. [PMID: 35279017 DOI: 10.1123/jsep.2021-0218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 01/25/2022] [Accepted: 02/07/2022] [Indexed: 06/14/2023]
Abstract
Transition from professional sport to nonsport endeavors has implications for postcareer health and well-being of athletes. The purpose of the current study was to examine associations among transition-related psychosocial factors and current mental health outcomes in former National Football League (NFL) players. Participants were former NFL players (n = 1,784; mean age = 52.3 ± 16.3 years) who responded to a questionnaire assessing the nature of their discontinuation from professional football (i.e., any degree of voluntary choice vs. forced discontinuation), prediscontinuation transition planning (yes vs. no), and current symptoms of depression and anxiety. After adjusting for relevant covariates, having an involuntary discontinuation and no transition plan prior to discontinuation were associated with greater depressive and anxiety symptom severity. Autonomy in discontinuation and pretransition planning are important to former NFL football players' mental health. Increasing autonomy in the discontinuation decision and pretransition planning represent psychoeducational intervention targets for this population.
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Affiliation(s)
- J D DeFreese
- University of North Carolina at Chapel Hill, Chapel Hill, NC,USA
| | - Samuel R Walton
- University of North Carolina at Chapel Hill, Chapel Hill, NC,USA
| | | | | | - Avinash Chandran
- University of North Carolina at Chapel Hill, Chapel Hill, NC,USA
- Datalys Center for Sports Injury Research and Prevention, Inc., University of North Carolina at Chapel Hill, Chapel Hill, NC,USA
| | | | | | - Ruben J Echemendia
- University of Missouri-Kansas City, Kansas City, MO,USA
- University Orthopedics Center Concussion Clinic, State College, PA,USA
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24
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Brett BL, Kerr ZY, Walton SR, Chandran A, Defreese JD, Mannix R, Echemendia RJ, Meehan WP, Guskiewicz KM, McCrea M. Longitudinal trajectory of depression symptom severity and the influence of concussion history and physical function over a 19-year period among former National Football League (NFL) players: an NFL-LONG Study. J Neurol Neurosurg Psychiatry 2022; 93:272-279. [PMID: 34663623 PMCID: PMC8854336 DOI: 10.1136/jnnp-2021-326602] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Accepted: 10/03/2021] [Indexed: 11/03/2022]
Abstract
OBJECTIVE This study investigated the longitudinal course of depressive symptom severity over 19 years in former American football players and the influence of concussion history, contact sport participation and physical function on observed trajectories. METHODS Former American football players completed a general health questionnaire involving demographic information, medical/psychiatric history, concussion/football history and validated measures of depression and physical function at three time points (2001, 2010 and 2019). Parallel process latent growth curve modelling tested associations between concussion history, years of football participation, and overall and change in physical function on the overall level and trajectory of depressive symptoms. RESULTS Among the 333 participants (mean(SD) age, 48.95 (9.37) at enrolment), there was a statistically significant, but small increase in depressive symptom severity from 2001 (48.34 (7.75)) to 2019 (49.77 (9.52)), slope=0.079 (SE=0.11), p=0.007. Those with greater concussion history endorsed greater overall depressive symptom severity, B=1.38 (SE=0.33), p<0.001. Concussion history, B<0.001 (SE=0.02), p=0.997 and years of participation, B<0.001 (SE=0.01), p=0.980, were not associated with rate of change (slope factor) over 19 years. Greater decline in physical function, B=-0.71 (SE=0.16), p<0.001, was predictive of a faster growth rate (ie, steeper increase) of depression symptom endorsement over time. CONCLUSIONS Concussion history, not years of participation, was associated with greater depressive symptom severity. Neither factor was predictive of changes over a 19-year period. Decline in physical function was a significant predictor of a steeper trajectory of increased depressive symptoms, independent of concussion effects. This represents one viable target for preventative intervention to mitigate long-term neuropsychiatric difficulties associated with concussion across subsequent decades of life.
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Affiliation(s)
- Benjamin L Brett
- Department of Neurosurgery, Medical College of Wisconsin, Wauwatosa, WI, USA
- Department of Neurology, Medical College of Wisconsin, Wauwatosa, WI, USA
| | - Zachary Y Kerr
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Samuel R Walton
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Avinash Chandran
- Datalys Center for Sports Injury Research and Prevention, indianapolis, IN, USA
| | - J D Defreese
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Rebekah Mannix
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
- Department of Pediatrics and Emergency Medicine, Harvard Medical School, Boston, MA, USA
| | - Ruben J Echemendia
- Psychological and Neurobehavioral Associates, Inc, State College, Pennsylvania, USA
- Department of Psychology, University of Missouri-Kansas City, Kansas City, MO, USA
| | - William P Meehan
- Sports Medicine Division, Boston Children's Hospital, Boston, Massachusetts, USA
- Department of Pediatrics and Orthopedics, Harvard Medical School, Boston, MA, USA
| | - Kevin M Guskiewicz
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Michael McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Wauwatosa, WI, USA
- Department of Neurology, Medical College of Wisconsin, Wauwatosa, WI, USA
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25
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Swartz EE, Register-Mihalik JK, Broglio SP, Mihalik JP, Myers JL, Guskiewicz KM, Bailes J, Hoge M. National Athletic Trainers' Association Position Statement: Reducing Intentional Head-First Contact Behavior in American Football Players. J Athl Train 2022; 57:113-124. [PMID: 35201304 PMCID: PMC8876879 DOI: 10.4085/1062-6050-0062.21] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To provide evidence-based recommendations for reducing the prevalence of head-first contact behavior in American football players with the aim of reducing the risk of head and neck injuries. BACKGROUND In American football, using the head as the point of contact is a persistent, well-documented, and direct cause of catastrophic head and cervical spine injury. Equally concerning is that repeated head-impact exposures are likely to result from head-first contact behavior and may be associated with long-term neurocognitive conditions such as dementia, depression, and chronic traumatic encephalopathy. CONCLUSIONS The National Athletic Trainers' Association proposes 14 recommendations to help the certified athletic trainer, allied health care provider, coach, player, parent, and broader community implement strategies for reducing the prevalence of head-first contact in American football.
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Affiliation(s)
- Erik E. Swartz
- Department of Physical Therapy and Kinesiology, University of Massachusetts, Lowell
| | - Johna K. Register-Mihalik
- Matthew Gfeller Center, Department of Exercise and Sport Science, University of North Carolina, Chapel Hill
| | | | - Jason P. Mihalik
- Matthew Gfeller Center, Department of Exercise and Sport Science, University of North Carolina, Chapel Hill
| | - Jay L Myers
- Department of Physical Therapy and Kinesiology, University of Massachusetts, Lowell
| | - Kevin M. Guskiewicz
- Matthew Gfeller Center, Department of Exercise and Sport Science, University of North Carolina, Chapel Hill
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Brett BL, Kerr ZY, Aggarwal NT, Chandran A, Mannix R, Walton S, DeFreese JD, Echemendia RJ, Guskiewicz KM, McCrea MA, Meehan WP. Cumulative Concussion and Odds of Stroke in Former National Football League Players. Stroke 2022; 53:e5-e8. [PMID: 34839696 PMCID: PMC8966617 DOI: 10.1161/strokeaha.121.035607] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
BACKGROUND AND PURPOSE Postmortem and experimental studies indicate a potential association between repeated concussions and stroke risk in older contact sport athletes. We examined the relationship between concussion and stroke history in former National Football League players aged ≥50 years. METHODS Former professional football players aged ≥50 years who played ≥1 year in the National Football League were enrolled in the cross-sectional study. Indirect standardization was used to calculate overall and decade-specific standardized prevalence ratios. Logistic regression using Firth's bias reduction method examined the association between lifetime concussion history 0 (n=119; 12.2%), 1 to 2 (n=152; 15.5%), 3 to 5 (n=242; 24.7%), 6 to 9 (201; 20.5%), and 10+(n=265; 27.1%) and stroke. Adjusted odds ratios for stroke were calculated for concussion history groups, age, and coronary artery disease and/or myocardial infarction. RESULTS The 979 participants who met inclusion criteria had a mean age of 65.0±9.0 years (range, 50-99). The prevalence of stroke was 3.4% (n=33), significantly lower than expected based on rates of stroke in US men aged 50 and over (standardized prevalence ratio=0.56, Z= -4.56, P<0.001). Greater odds of stroke history were associated with concussion history (10+ versus 0, adjusted odds ratio [95% CI]=5.51 [1.61-28.95]), cardiovascular disease (adjusted odds ratio [95% CI]=2.24 [1.01-4.77]), and age (1-year-increase adjusted odds ratio [95% CI]=1.07 [1.02-1.11]). CONCLUSIONS The prevalence of stroke among former National Football League players aged ≥50 years was lower than the general population, with significantly increased risk among those with 10 or more prior concussions. Findings add to the evidence suggesting that traumatic brain injuries are associated with increased risk of stroke. Clinically, management of cardio- and cerebrovascular health may be pertinent to those with a history of multiple prior concussions.
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Affiliation(s)
- Benjamin L. Brett
- Department of Neurosurgery, Medical College of Wisconsin,Correspondence: Benjamin L. Brett, 414-955-7316, , Medical College of Wisconsin, 8701 Watertown Plank Road, Milwaukee, WI 53226, Twitter: @BenjaminBrett1
| | - Zachary Y. Kerr
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill
| | | | - Avinash Chandran
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill,Datalys Center for Sports Injury Research and Prevention
| | | | - Samuel Walton
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill
| | - J. D. DeFreese
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill
| | | | - Kevin M. Guskiewicz
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill
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Brett BL, Campbell H, Aggarwal NT, Kerr ZY, Chandran A, Walton S, Mannix R, DeFreese JD, Echemendia RJ, Guskiewicz KM, Meehan WP, McCrea MA. Investigating the relationships between race, cardiovascular disease, mild cognitive impairment, Alzheimer’s disease, and functional outcomes among older former National Football League players. Alzheimers Dement 2021. [DOI: 10.1002/alz.049518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
| | | | | | - Zachary Y Kerr
- University of North Carolina at Chapel Hill Chapel Hill NC USA
| | | | - Samuel Walton
- University of North Carolina at Chapel Hill Chapel Hill NC USA
| | | | - JD DeFreese
- University of North Carolina at Chapel Hill Chapel Hill NC USA
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Walton SR, Kerr ZY, Mannix R, Brett BL, Chandran A, DeFreese JD, McCrea MA, Guskiewicz KM, Meehan WP, Echemendia RJ. Subjective Concerns Regarding the Effects of Sport-Related Concussion on Long-Term Brain Health among Former NFL Players: An NFL-LONG Study. Sports Med 2021; 52:1189-1203. [PMID: 34773581 DOI: 10.1007/s40279-021-01589-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/21/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND Potential links between a history of sport-related concussions and later-life neurobiological and psychological brain health have been studied in former collision-sport athletes. However, empirical studies of how former athletes perceive the future of their brain health as a result of these injuries are missing. OBJECTIVES We aimed to (1) identify the extent to which former National Football League players currently have concerns about their long-term psychological and cognitive functioning as a result of concussions sustained while playing football; (2) examine whether current concerns are different than concerns they had while playing football; (3) examine the relationship between current brain health concerns and self-reported concussion history (SR-CHx); and (4) explore other important factors associated with these concerns. METHODS In this cross-sectional study, former National Football League players with a SR-CHx of one or more concussions (n = 1514; aged mean [standard deviation] = 52.3 [15.7] years) completed a general health questionnaire. Participants reported their lifetime concussion history, as well as both their current concerns and concerns while playing football (i.e., retrospective concerns) regarding the long-term effects of concussions on their memory, thinking skills, and risk of developing chronic traumatic encephalopathy. Current and retrospective concerns were self-reported on a five-point Likert scale. Four concussion history categories were created based on SR-CHx: 1-2 (n = 309); 3-5 (n = 413); 6-9 (n = 356); and 10 + (n = 436) lifetime concussions. Proportions of participants reporting each level of current and retrospective concerns were examined to identify whether concerns presently exist in these former players, and whether their current concerns are different than retrospective concerns. Next, we explored associations between current concerns and SR-CHx. RESULTS More than one-third of participants reported being currently "extremely concerned" about memory problems (36.9%), thinking skills (37.8%), and developing chronic traumatic encephalopathy (39.5%). In contrast, when asked about concerns while playing, most reported being "not at all concerned" regarding memory = 61.2%, thinking skills = 56.1%, and developing chronic traumatic encephalopathy = 71.2%. Of those who retrospectively endorsed being "not at all" or "slightly" concerned regarding memory (n = 1159/1514), thinking skills (n = 1080/1514), and developing chronic traumatic encephalopathy (n = 1219/1514), approximately half reported being currently "moderately" or "extremely" concerned about those same issues (n = 586/1159; n = 534/1080; n = 619/1219, respectively). Current concerns regarding memory (χ216 = 316.61; p < 0.001; V = 0.264), thinking skills (χ216 = 333.17; p < 0.001; V = 0.271), and developing chronic traumatic encephalopathy (χ216 = 280.85; p < 0.001; V = 0.249) were significantly related to SR-CHx, with more concussions being associated with greater current concerns. CONCLUSIONS Former National Football League players reported significant concerns regarding the potential effects of their prior concussions on long-term brain health, and these concerns are more prevalent now than when they were playing football. Cognitive and mental health concerns are readily identifiable targets for clinical intervention. Clinicians working with former players may wish to explore the extent to which individual players experience these concerns, the nature and depth of these concerns, and the impact of these concerns on the player's functioning and well-being.
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Affiliation(s)
- Samuel R Walton
- Center for the Study of Retired Athletes, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Zachary Y Kerr
- Center for the Study of Retired Athletes, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Rebekah Mannix
- Pediatrics and Emergency Medicine, Harvard Medical School, Boston, MA, USA
| | - Benjamin L Brett
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Avinash Chandran
- Center for the Study of Retired Athletes, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, IN, USA
| | - Jonathan D DeFreese
- Center for the Study of Retired Athletes, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Michael A McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Kevin M Guskiewicz
- Center for the Study of Retired Athletes, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - William P Meehan
- Micheli Center for Sports Injury Prevention and Boston Children's Hospital, Waltham, MA, USA
- Department of Pediatrics and Orthopedics, Harvard Medical School, Boston, MA, USA
| | - Ruben J Echemendia
- Department of Psychology, University of Missouri, Kansas City, Kansas City, MO, USA.
- University Orthopedics Center Concussion Clinic, 101 Regent Ct., State College, PA, 16801, USA.
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Walton SR, Brett BL, Chandran A, DeFreese JD, Mannix R, Echemendia RJ, Meehan WP, McCrea M, Guskiewicz KM, Kerr ZY. Mild Cognitive Impairment and Dementia Reported by Former Professional Football Players over 50 Years of Age: An NFL-LONG Study. Med Sci Sports Exerc 2021; 54:424-431. [PMID: 34593716 DOI: 10.1249/mss.0000000000002802] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
PURPOSE To estimate prevalences of MCI and dementia diagnoses in former National Football League (NFL) players ≥50 years old and examine the relationships among these diagnoses and an array of predictors of long-term brain health. METHODS A cross-section of former NFL players (n = 922; aged [mean ± SD] 64.8 ± 8.9 years) completed a questionnaire. Prevalences of self-reported medical diagnoses of MCI and dementia were reported alongside U.S. population estimates across 5-year age intervals (e.g., 60-64 years). Prevalence ratios (PRs) were calculated for multiple predictors of long-term brain health. RESULTS Overall, MCI and dementia prevalences were n = 219(23.8%) and n = 82(8.9%), respectively. Each diagnosis was more prevalent in former NFL players across age groups than U.S. norms, with greater disparities at relatively younger ages (e.g., 65-69) compared with older ages. Greater prevalences of MCI and dementia were associated with: self-reported concussion history (10+ vs. 0; PRadjusted[95%CI] = 1.66[1.02-2.71] and 2.61[1.01-6.71], respectively); recent pain intensity (PRadjusted[95%CI] = 1.13[1.07-1.20] and 1.15[1.03-1.28]); and diagnoses of depression (PRadjusted[95%CI] = 2.70[1.92-3.81] and 3.22[1.69-6.14]), anxiety (PRadjusted[95%CI] = 1.96[1.26-3.07] and 3.14[1.47-6.74]), or both (PRadjusted[95%CI] = 3.11[2.38-4.08] and 4.43[2.71-7.25]). Higher MCI prevalence was related to sleep apnea (PRadjusted[95%CI] = 1.30[1.06-1.60]); higher dementia prevalence was associated with age (5-year interval, PRadjusted[95%CI] = 1.42[1.26-1.60]) and race (non-White vs. White, PRadjusted[95%CI] = 1.64[1.07-2.53]). CONCLUSIONS Self-reported MCI and dementia prevalences were higher in former NFL players than national estimates and were associated with numerous personal factors, including mood-related disorders and a high number of self-reported concussions. Predictors of higher MCI and dementia prevalence may be modifiable and warrant consideration by clinicians and researchers as potential targets to mitigate the onset of these conditions.
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Affiliation(s)
- Samuel R Walton
- Department of Exercise and Sport Science and Center for the Study of Retired Athletes, University of North Carolina at Chapel Hill, Chapel Hill, NC Department of Neurosurgery/Neurology, Medical College of Wisconsin, Milwaukee, WI Datalys Center for Sports Injury Research and Prevention, Indianapolis, IN Division of Emergency Medicine, Boston Children's Hospital, Boston, MA Department of Pediatrics and Emergency Medicine, Harvard Medical School, Boston, MA Department of Psychology, University of Missouri - Kansas City, Kansas City, MO University Orthopedics Center Concussion Care Clinic, State College, PA Sports Medicine Division, Boston Children's Hospital, Boston, MA The Micheli Center for Sports Injury Prevention, Boston, MA Department of Pediatrics and Orthopedics, Harvard Medical School, Boston, MA
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Nordberg B, Lopez-Hernandez DW, Bueno A, Victor TL, Saravia S, Baez AJ, Sidhu J, Munoz I, Cantu RC, Guskiewicz KM, Kelly DF, Swerdloff R, Hardy DJ, Woo E, Litvin PY, Wright MJ. A-122 Verbal Fluency Switching and Clustering Performance in Retired Professional Football Players. Arch Clin Neuropsychol 2021. [DOI: 10.1093/arclin/acab062.140] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Introduction
Repeated sports-related concussion has been associated with cognitive deficits, like other forms of traumatic brain injury. Football speed players (FSP; e.g., quarterbacks) are at greater risk of cognitive impairment compared to football non-speed players (FNP). Verbal fluency is typically comprised of two tasks: letter fluency (LF) and semantic fluency (SF). Verbal clustering (production of continuous words belonging to the same category or subcategory) and switching (abandoning an exhausted semantic cluster to a new one in order to produce more words) reflect executive control and strategy use. We examined LF, SF, as well as LF and SF switching and clustering performance in retired FSP, FNP, and healthy comparison (HC) participants.
Methods
The sample consisted of 28 HC, 17 retired FSP, and 53 retired FNP. ANOVAs were conducted to determine group differences on LF, SF, switching, and clustering. FSP and FNP did not differ in concussion frequency.
Results
We found the HC group outperformed the FSP group in LF, p = 0.042, ηp2 = 0.07. For SF, the HC and FNP groups outperformed the FSP group, p = 0.013, ηp2 = 0.09. Furthermore, we found the HC group outperformed both football groups in SF switching, p = 0.000, ηp2 = 0.17.
Conclusion
As expected, the HC group outperformed the FSP group on LF and SF. Also, the FNP group outperformed the FSP group on SF. Interestingly, FSP displayed generally worse performances, supporting the notion that their experience of sub-concussive blows puts them at greater risk for cognitive impairment. Further investigation is needed with larger sample sizes to evaluate SF and other cognitive deficits in the FSP participants.
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Lopez-Hernandez DW, Nordberg BA, Bueno A, Litvin PY, Bichlmeier A, Smith KE, Olmos W, Sidhu J, Saravia S, Mangassarian S, Fatoorechi S, Hardy D, Woo E, Schmitter-Edgecombe M, Cantu RC, Guskiewicz KM, Kelly DF, Swerdloff R, Wright MJ. A-104 Examining Methods of Executive Ability from Trail Making Test Part B in Retired Football Players. Arch Clin Neuropsychol 2021. [DOI: 10.1093/arclin/acab062.122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Introduction
Repeated sports-related concussions have been associated with cognitive deficits, similar to other forms of traumatic brain injury. We investigated three different measures of executive ability derived from the Trail Making Test part B (TMT-B) in healthy comparison (HC) adults and retired football players.
Methods
The sample consisted of 32 HC, 15 retired football speed players (FSP; e.g., quarterbacks), and 53 retired football non-speed players (FNP) participants. Participants were administered both TMT part A (TMT-A) and TMT-B, and total time for completion was recorded. A series of ANCOVAs, controlling for age and education were conducted to evaluate group differences in executive abilities. Executive measures included the TMT-B raw score (i.e., seconds to complete TMT-B), the raw score difference (in seconds) between TMT-A and TMT-B (TMT-BA), and the difference between a predicted TMT-B score (TMT-BP) and the obtained TMT-B score (TMT-BBP). Correlations between TMT-B, TMT-BA, and TMT-BBP and other executive functioning tests (i.e., letter fluency and animal naming) were evaluated.
Results
Results revealed that the HC group outperformed both retired football player groups on all measures of executive ability derived from TMT-B, p’s < 0.05, ηps2 = 0.18–0.45. Furthermore, the retired FNP TMT-B and TMT-BA were significantly correlated with both letter fluency and animal naming, r’s = −0.40 to −0.36, p’s < 0.05.
Discussion
We found that the HC group outperformed both retired football player groups on all three TMT variables. In our retired FNP sample, more TMT variables correlated with executive functioning measures which suggests that TMT-B and TMT-BA are likely better measures of executive ability than TMT-BBP.
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Walton SR, Brett BL, Kerr ZY, DeFreese JD, Chandran A, Mannix R, Echemendia RJ, Meehan WP, McCrea MA, Guskiewicz KM. Changes In Health Over 18-years And In Relation To Concussion History In Former NFL Players. Med Sci Sports Exerc 2021. [DOI: 10.1249/01.mss.0000763164.55790.12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Kerr ZY, Walton SR, Brett BL, Chandran A, DeFreese JD, Mannix R, Echemendia R, Meehan WP, McCrea MW, Guskiewicz KM. Depression And Concussion History Among Former NFL Players Aged Over 50 Years: An NFL-LONG Study. Med Sci Sports Exerc 2021. [DOI: 10.1249/01.mss.0000761368.63267.bf] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Brett BL, Meier TB, Savitz J, Guskiewicz KM, McCrea M. Research Letter: Sleep Mediates the Association Between Prior Concussion and Depressive Symptoms. J Head Trauma Rehabil 2021; 36:E284-E288. [PMID: 33656485 PMCID: PMC8249320 DOI: 10.1097/htr.0000000000000663] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To test sleep quality as one mechanistic pathway through which repeated concussion increases risk of depression later in life among former contact sport athletes. SETTING Multicenter study enrolled former American collegiate football players from 16 different National Collegiate Athletic Association member institutions. PARTICIPANTS Fifty-eight former American collegiate football players approximately 15 years following sport discontinuation. DESIGN Participants completed in-person evaluations including comprehensive semistructured interviews with detailed concussion history and sport history, as well as self-reported measures of depression symptom severity (Beck Depression Inventory-II) and sleep quality (Pittsburgh Sleep Quality Index). Years of football participation were included as a covariate. Mediation modeling examined the degree to which sleep quality accounted for the association between repeated concussion and depression symptoms. RESULTS Within the mediation model, concussion history significantly predicted sleep quality (B = 1.03; 95% CI, 0.37 to 1.65; P = .002) and sleep quality significantly predicted depressive symptom severity (controlling for the effects of concussion history; B = 0.15; 95% CI, 0.06 to 0.24; P = .001). The association between prior concussion and depressive symptom severity was fully mediated by sleep quality. With inclusion of the indirect effects, concussion history did not predict depressive symptom severity (direct effect: B = 0.14; 95% CI, -0.09 to 0.41; P = .249; indirect effect: 0.15; 95% CI, 0.03 to 0.29; P = .016). CONCLUSIONS Current findings raise the possibility that the greater risk of depression reported in those with a history of mTBI/concussion is mediated by sleep quality, a common sequela of mTBI. These findings highlight potential opportunities for prophylactic sleep-related intervention among individuals with multiple prior concussions to mitigate the risk of depression.
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Affiliation(s)
- Benjamin L. Brett
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin
- Department of Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Timothy B. Meier
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin
- Department of Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin
- Department of Biomedical Engineering, Medical College of Wisconsin, Milwaukee, Wisconsin
- Department of Cell Biology, Neurobiology and Anatomy, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Jonathan Savitz
- Laureate Institute for Brain Research, Tulsa, Oklahoma
- Oxley College of Health Sciences, Tulsa, Oklahoma
| | - Kevin M. Guskiewicz
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill
| | - Michael McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin
- Department of Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin
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Espinoza TR, Hendershot KA, Liu B, Knezevic A, Jacobs BB, Gore RK, Guskiewicz KM, Bazarian JJ, Phelps SE, Wright DW, LaPlaca MC. A Novel Neuropsychological Tool for Immersive Assessment of Concussion and Correlation with Subclinical Head Impacts. Neurotrauma Rep 2021; 2:232-244. [PMID: 34223554 PMCID: PMC8240822 DOI: 10.1089/neur.2020.0022] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Mild traumatic brain injury (mTBI) remains a diagnostic challenge and therefore strategies for objective assessment of neurological function are key to limiting long-term sequelae. Current assessment methods are not optimal in austere environments such as athletic fields; therefore, we developed an immersive tool, the Display Enhanced Testing for Cognitive Impairment and mTBI (DETECT) platform, for rapid objective neuropsychological (NP) testing. The objectives of this study were to assess the ability of DETECT to accurately identify neurocognitive deficits associated with concussion and evaluate the relationship between neurocognitive measures and subconcussive head impacts. DETECT was used over a single season of two high school and two college football teams. Study participants were instrumented with Riddell Head Impact Telemetry (HIT) sensors and a subset tested with DETECT immediately after confirmed impacts for different combinations of linear and rotational acceleration. A total of 123 athletes were enrolled and completed baseline testing. Twenty-one players were pulled from play for suspected concussion and tested with DETECT. DETECT was 86.7% sensitive (95% confidence interval [CI]: 59.5%, 98.3%) and 66.7% specific (95% CI: 22.3%, 95.7%) in correctly identifying athletes with concussions (15 of 21). Weak but significant correlations were found between complex choice response time (processing speed and divided attention) and both linear (Spearman rank correlation coefficient 0.262, p = 0.02) and rotational (Spearman coefficient 0.254, p = 0.03) acceleration on a subset of 76 players (113 DETECT tests) with no concussion symptoms. This study demonstrates that DETECT confers moderate to high sensitivity in identifying acute cognitive impairment and suggests that football impacts that do not result in concussion may negatively affect cognitive performance immediately following an impact. Specificity, however, was not optimal and points to the need for additional studies across multiple neurological domains. Given the need for more objective concussion screening in triage situations, DETECT may provide a solution for mTBI assessment.
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Affiliation(s)
- Tamara R Espinoza
- Department of Emergency Medicine, Division of Emergency Neurosciences, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Kristopher A Hendershot
- Department of Emergency Medicine, Division of Emergency Neurosciences, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Brian Liu
- Georgia Tech Research Institute (GTRI), Advanced Human Integration Branch, Atlanta, Georgia, USA
| | - Andrea Knezevic
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Breanne B Jacobs
- Department of Emergency Medicine, Division of Emergency Neurosciences, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Russell K Gore
- Complex Concussion Clinic, Shepherd Center, Atlanta, Georgia, USA
| | - Kevin M Guskiewicz
- Department of Exercise and Sport Science, University of North Carolina, North Carolina, USA
| | - Jeffery J Bazarian
- Department of Emergency Medicine, University of Rochester, Rochester, New York, USA
| | - Shean E Phelps
- Georgia Tech Research Institute (GTRI), Advanced Human Integration Branch, Atlanta, Georgia, USA
| | - David W Wright
- Department of Emergency Medicine, Division of Emergency Neurosciences, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Michelle C LaPlaca
- Department of Biomedical Engineering, Georgia Institute of Technology/Emory University, Atlanta, Georgia, USA
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Campbell KR, Marshall SW, Luck JF, Pinton GF, Stitzel JD, Boone JS, Guskiewicz KM, Mihalik JP. Head Impact Telemetry System's Video-based Impact Detection and Location Accuracy. Med Sci Sports Exerc 2021; 52:2198-2206. [PMID: 32936594 DOI: 10.1249/mss.0000000000002371] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
PURPOSE This study aimed to quantify the Head Impact Telemetry (HIT) System's impact detection and location measurement accuracy using an impact biomechanics data set paired with video of high school football special teams plays. METHODS The head impact biomechanics data set and video were collected from 22 high school football players, wearing HIT System instrumented helmets, competing in 218 special teams plays over a single high school football season. We used two separate video analysis approaches. To quantify the impact detection accuracy, we evaluated the video for head impacts independently of the impact data collection triggers collected by the HIT System. Video-observed impacts matched to valid and invalid head impacts by the HIT System algorithm were categorized as true positives, false positives, false negatives, and true negatives. To quantify impact location accuracy, we analyzed video-synchronized head impacts for impact location independent of the HIT System's impact location measurement and quantified the estimated percent agreement of impact location between the HIT System recorded impact location and the impact location observed on video. RESULTS The HIT System's impact-filtering algorithm had 69% sensitivity, 72% specificity, and 70% accuracy in categorizing true and non-head impact data collection triggers. The HIT System agreed with video-observed impact locations on 64% of the 129 impacts we analyzed (unweighted k = 0.43, 95% confidence interval = 0.31-0.54). CONCLUSION This work provides data on the HIT System's impact detection and location accuracy during high school football special teams plays using game video analysis that has not been previously published. Based on our data, we believe that the HIT System is useful for estimating population-based impact location distributions for special teams plays.
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Affiliation(s)
| | - Stephen W Marshall
- Injury Prevention Research Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Jason F Luck
- Injury Biomechanics Laboratory, Department of Biomedical Engineering, Duke University, Durham, NC
| | - Gianmarco F Pinton
- Joint Department of Biomedical Engineering, The University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, NC
| | | | - Joshua S Boone
- Department of Exercise and Sport Science, Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC
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Brett BL, Walton SR, Kerr ZY, Nelson LD, Chandran A, Defreese JD, Echemendia RJ, Guskiewicz KM, Meehan Iii WP, McCrea MA. Distinct latent profiles based on neurobehavioural, physical and psychosocial functioning of former National Football League (NFL) players: an NFL-LONG Study. J Neurol Neurosurg Psychiatry 2021; 92:282-290. [PMID: 33483350 DOI: 10.1136/jnnp-2020-324244] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2020] [Revised: 07/30/2020] [Accepted: 09/22/2020] [Indexed: 12/27/2022]
Abstract
OBJECTIVE To identify subgroups of former National Football League (NFL) players using latent profile analysis (LPA) and examine their associations with total years of participation (TYP) and self-reported lifetime sport-related concussion history (SR-CHx). METHODS Former NFL players (N=686) aged 50-70 years, with an average 18.0 TYP (±4.5) completed a questionnaire. SR-CHx distributions included: low (0-3; n=221); intermediate (4-8; n=209) and high (9+; n=256). LPA measures included: Quality of Life in Neurological Disorders Emotional-Behavioral Dyscontrol, Patient Reported Outcomes Measurement Information System Cognitive Function, Emotional Support, Self-Efficacy, Meaning and Purpose, Physical Function, Pain Interference, Participation in Social Roles and Activities, Anxiety, Depression, Fatigue, and Sleep Disturbance. Demographic, medical/psychiatric history, current psychosocial stressors, TYP and SR-CHx were compared across latent profiles (LPs). RESULTS A five profile solution emerged: (LP1) global higher functioning (GHF; 26.5%); (LP2) average functioning (10.2%); (LP3) mild somatic (pain and physical functioning) concerns (22.0%); (LP4) somatic and cognitive difficulties with mild anxiety (SCA; 27.5%); LP5) global impaired functioning (GIF; 13.8%). The GIF and SCA groups reported the largest number ofe- medical/psychiatric conditions and higher psychosocial stressor levels. SR-CHx was associated with profile group (χ2(8)=100.38, p<0.001); with a higher proportion of GIF (72.6%) and SCA (43.1%) groups reporting being in the high SR-CHx category, compared with GHF (23.1%), average (31.4%) and somatic (27.8%) groups. TYP was not significantly associated with group (p=0.06), with greater TYP reported by the GHF group. CONCLUSIONS Five distinct profiles of self-reported functioning were identified among former NFL players. Several comorbid factors (ie, medical/psychiatric diagnoses and psychosocial stressors) and SR-CHx were associated with greater neurobehavioural and psychosocial dysfunction.
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Affiliation(s)
- Benjamin L Brett
- Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA .,Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Samuel R Walton
- Exercise and Sports Science, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Zachery Y Kerr
- Exercise and Sports Science, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Lindsay D Nelson
- Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.,Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Avinash Chandran
- NCAA Injury Surveillance Program, Datalys Center for Sports Injury Research and Prevention, Indianapolis, Indiana, USA
| | - J D Defreese
- Exercise and Sports Science, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Ruben J Echemendia
- Psychological and Neurobehavioral Associates, State College, Pennsylvania, USA
| | - Kevin M Guskiewicz
- Exercise and Sports Science, University of North Carolina, Chapel Hill, North Carolina, USA
| | | | - Michael A McCrea
- Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.,Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
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Walton SR, Kerr ZY, Brett BL, Chandran A, DeFreese JD, Smith-Ryan AE, Stoner L, Echemendia RJ, McCrea M, Meehan Iii WP, Guskiewicz KM. Health-promoting behaviours and concussion history are associated with cognitive function, mood-related symptoms and emotional-behavioural dyscontrol in former NFL players: an NFL-LONG Study. Br J Sports Med 2021; 55:683-690. [PMID: 33397673 DOI: 10.1136/bjsports-2020-103400] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/16/2020] [Indexed: 11/03/2022]
Abstract
OBJECTIVES To examine the relationships among self-reported sport-related concussion (SRC) history and current health-promoting behaviours (exercise frequency, diet quality and sleep duration) with self-reported measures of brain health (cognitive function, symptoms of depression and anxiety and emotional-behavioural dyscontrol) in former NFL players. METHODS In this cross-sectional study, a questionnaire was sent to former NFL players. Respondents reported SRC history (categorical: 0; 1-2; 3-5; 6-9; 10+ concussions), number of moderate-to-vigorous aerobic and resistance exercise sessions per week, diet quality (Rapid Eating Assessment for Participants-Shortened) and average nightly sleep duration. Outcomes were Patient-Reported Outcomes Measurement Information System Cognitive Function, Depression, and Anxiety, and Neuro-QoL Emotional-Behavioral Dyscontrol domain T-scores. Multivariable linear regression models were fit for each outcome with SRC history, exercise frequency, diet quality and sleep duration as explanatory variables alongside select covariates. RESULTS Multivariable regression models (n=1784) explained approximately 33%-38% of the variance in each outcome. For all outcomes, SRC history (0.144≤|β|≤0.217) was associated with poorer functioning, while exercise frequency (0.064≤|β|≤0.088) and diet quality (0.057≤|β|≤0.086) were associated with better functioning. Sleeping under 6 hours per night (0.061≤|β|≤0.093) was associated with worse depressive symptoms, anxiety and emotional-behavioural dyscontrol. CONCLUSION Several variables appear to be associated with mood and perceived cognitive function in former NFL players. SRC history is non-modifiable in former athletes; however, the effects of increasing postplaying career exercise frequency, making dietary improvements, and obtaining adequate sleep represent important potential opportunities for preventative and therapeutic interventions.
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Affiliation(s)
- Samuel R Walton
- Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Zachary Y Kerr
- Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Benjamin L Brett
- Neurosurgery/Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Avinash Chandran
- Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- NCAA Injury Surveillance Program, Datalys Center for Sports Injury Research and Prevention, Indianapolis, Indiana, USA
| | - J D DeFreese
- Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Abbie E Smith-Ryan
- Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Lee Stoner
- Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Ruben J Echemendia
- Psychology, University of Missouri Kansas City, Kansas City, Missouri, USA
- Neuropsychology, University Orthopedics Center Concussion Clinic, State College, PA, USA
| | - Michael McCrea
- Neurosurgery/Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - William P Meehan Iii
- Sports Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
- Division of Emergency Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Kevin M Guskiewicz
- Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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Wu YC, Harezlak J, Elsaid NMH, Lin Z, Wen Q, Mustafi SM, Riggen LD, Koch KM, Nencka AS, Meier TB, Mayer AR, Wang Y, Giza CC, DiFiori JP, Guskiewicz KM, Mihalik JP, LaConte SM, Duma SM, Broglio SP, Saykin AJ, McCrea MA, McAllister TW. Longitudinal white-matter abnormalities in sports-related concussion: A diffusion MRI study. Neurology 2020; 95:e781-e792. [PMID: 32641518 PMCID: PMC7605507 DOI: 10.1212/wnl.0000000000009930] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Accepted: 02/07/2020] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVE To study longitudinal recovery trajectories of white matter after sports-related concussion (SRC) by performing diffusion tensor imaging (DTI) on collegiate athletes who sustained SRC. METHODS Collegiate athletes (n = 219, 82 concussed athletes, 68 contact-sport controls, and 69 non-contact-sport controls) were included from the Concussion Assessment, Research and Education Consortium. The participants completed clinical assessments and DTI at 4 time points: 24 to 48 hours after injury, asymptomatic state, 7 days after return-to-play, and 6 months after injury. Tract-based spatial statistics was used to investigate group differences in DTI metrics and to identify white-matter areas with persistent abnormalities. Generalized linear mixed models were used to study longitudinal changes and associations between outcome measures and DTI metrics. Cox proportional hazards model was used to study effects of white-matter abnormalities on recovery time. RESULTS In the white matter of concussed athletes, DTI-derived mean diffusivity was significantly higher than in the controls at 24 to 48 hours after injury and beyond the point when the concussed athletes became asymptomatic. While the extent of affected white matter decreased over time, part of the corpus callosum had persistent group differences across all the time points. Furthermore, greater elevation of mean diffusivity at acute concussion was associated with worse clinical outcome measures (i.e., Brief Symptom Inventory scores and symptom severity scores) and prolonged recovery time. No significant differences in DTI metrics were observed between the contact-sport and non-contact-sport controls. CONCLUSIONS Changes in white matter were evident after SRC at 6 months after injury but were not observed in contact-sport exposure. Furthermore, the persistent white-matter abnormalities were associated with clinical outcomes and delayed recovery time.
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Affiliation(s)
- Yu-Chien Wu
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor.
| | - Jaroslaw Harezlak
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
| | - Nahla M H Elsaid
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
| | - Zikai Lin
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
| | - Qiuting Wen
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
| | - Sourajit M Mustafi
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
| | - Larry D Riggen
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
| | - Kevin M Koch
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
| | - Andrew S Nencka
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
| | - Timothy B Meier
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
| | - Andrew R Mayer
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
| | - Yang Wang
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
| | - Christopher C Giza
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
| | - John P DiFiori
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
| | - Kevin M Guskiewicz
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
| | - Jason P Mihalik
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
| | - Stephen M LaConte
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
| | - Stefan M Duma
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
| | - Steven P Broglio
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
| | - Andrew J Saykin
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
| | - Michael A McCrea
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
| | - Thomas W McAllister
- From the Departments of Radiology and Imaging Sciences (Y.-C.W., N.M.H.E., Q.W., S.M.M., A.J.S.), Psychiatry (Z.L., T.W.M.), and Biostatistics (L.D.R.), Indiana University School of Medicine, Indianapolis; Department of Epidemiology and Biostatistics (J.H.), School of Public Health, Indiana University, Bloomington; Nanoscope Technology LLC (S.M.M.), Bedford, TX; Departments of Radiology (K.M.K., A.S.N., Y.W.) and Neurosurgery (T.B.M., M.A.M.), Medical College of Wisconsin, Milwaukee; The Mind Research Network (A.R.M.), Albuquerque, NM; Department of Neurosurgery (C.C.G.), David Geffen School of Medicine at the University of California Los Angeles; Division of Pediatric Neurology (C.C.G.), Mattel Children's Hospital-UCLA; Departments of Family Medicine and Orthopedics (J.P.D.), Division of Sports Medicine, University of California Los Angeles; Primary Care Sports Medicine (J.P.D.), Hospital for Special Surgery, New York, NY; Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center (K.M.G., J.P.M.), Department of Exercise and Sport Science, University of North Carolina, Chapel Hill; School of Biomedical Engineering and Sciences (S.M.L.), Wake-Forest and Virginia Tech University, Virginia Tech Carilion Research Institute, Roanoke; School of Biomedical Engineering and Sciences (S.M.D.), Wake-Forest and Virginia Tech University, Blacksburg; and NeuroTrauma Research Laboratory (S.P.B.), Michigan Concussion Center, University of Michigan, Ann Arbor
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Northam WT, Cools MJ, Chandran A, Alexander A, Mihalik JP, Guskiewicz KM, Carneiro KA. Sports Medicine Fellowship Training Improves Sport-related Concussion Evaluation. Curr Sports Med Rep 2020; 19:272-276. [PMID: 32692063 DOI: 10.1249/jsr.0000000000000730] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Evaluating acute sport-related concussion (SRC) differs among providers, who apply international consensus and national guidelines variably. Retrospective medical record review was completed for 889 outpatients aged 7 to 18 years, diagnosed with SRC from 2014 to 2017. Associations between board-certified sports medicine fellowship (SMF) training status and assessment of concussion-specific history and physical examination items were tested using nonparametric χ tests. Differential odds (by fellowship training status) of using history and physical examination items were assessed using multivariable logistic regression modeling. Each SRC history and physical examination items were assessed in higher proportions by SMFs, as compared with non-SMFs, statistically significant for all tested items with the exception of headache history. SMFs demonstrated higher odds of detailed neurologic examinations and clinical cognitive testing compared with non-SMFs, after adjusting for patient and physician characteristics. Physicians caring for concussed patients should seek continuing education opportunities aligning them with training provided to sports medicine fellows.
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Affiliation(s)
| | | | | | | | | | - Kevin M Guskiewicz
- Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, Department of Exercise and Sport Science, University of North Carolina, Chapel Hill, NC
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Vander Vegt CB, Appelbaum LG, Mihalik JP, Guskiewicz KM, Register-Mihalik JK. Pupillary Responses Indicate Working Memory Processing Differences: Implications For Healthy And Clinical Populations. Med Sci Sports Exerc 2020. [DOI: 10.1249/01.mss.0000684540.45077.2d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Register-Mihalik JK, Ranapurwala SI, Guskiewicz KM, Gildner P, Marshall SW, McCulloch KL, Mihalik JP, McCrea MA. Concussion History And Contact Sport Participation Influence Post-concussion Psychological Distress: Active Rehab Study Findings. Med Sci Sports Exerc 2020. [DOI: 10.1249/01.mss.0000676980.03013.bc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Walton SR, Brett BL, Chandran A, DeFreese JD, Giovanello KS, Nader A, Kerr ZY, McCrea M, Guskiewicz KM. Associations Of Concussion And Playing History With Clinical Outcomes In Young College Football Alumni. Med Sci Sports Exerc 2020. [DOI: 10.1249/01.mss.0000685936.03760.a0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Brett BL, Wu YC, Mustafi SM, Saykin AJ, Koch KM, Nencka AS, Giza CC, Goldman J, Guskiewicz KM, Mihalik JP, Duma SM, Broglio SP, McAllister TW, McCrea MA, Meier TB. The Association Between Persistent White-Matter Abnormalities and Repeat Injury After Sport-Related Concussion. Front Neurol 2020; 10:1345. [PMID: 32038451 PMCID: PMC6990104 DOI: 10.3389/fneur.2019.01345] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Accepted: 12/05/2019] [Indexed: 12/04/2022] Open
Abstract
Objective: A recent systematic review determined that the physiological effects of concussion may persist beyond clinical recovery. Preclinical models suggest that ongoing physiological effects are accompanied by increased cerebral vulnerability that is associated with risk for subsequent, more severe injury. This study examined the association between signal alterations on diffusion tensor imaging following clinical recovery of sport-related concussion in athletes with and without a subsequent second concussion. Methods: Average mean diffusivity (MD) was calculated in a region of interest (ROI) in which concussed athletes (n = 82) showed significantly elevated MD acutely after injury (<48 h), at an asymptomatic time point, 7 days post-return to play (RTP), and 6 months relative to controls (n = 69). The relationship between MD in the identified ROI and likelihood of sustaining a subsequent concussion over a 1-year period was examined with a binary logistic regression (re-injured, yes/no). Results: Eleven of 82 concussed athletes (13.4%) sustained a second concussion within 12 months of initial injury. Mean MD at 7 days post-RTP was significantly higher in those athletes who went on to sustain a repeat concussion within 1 year of initial injury than those who did not (p = 0.048; d = 0.75). In this underpowered sample, the relationship between MD at 7 days post-RTP and likelihood of sustaining a secondary injury approached significance [χ2 (1) = 4.17, p = 0.057; B = 0.03, SE = 0.017; OR = 1.03, CI = 0.99, 1.07]. Conclusions: These preliminary findings raise the hypothesis that persistent signal abnormalities in diffusion imaging metrics at RTP following concussion may be predictive of a repeat concussion. This may reflect a window of cerebral vulnerability or increased susceptibility following concussion, though understanding the clinical significance of these findings requires further study.
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Affiliation(s)
- Benjamin L. Brett
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
- Department of Neurology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Yu-Chien Wu
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Sourajit M. Mustafi
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Andrew J. Saykin
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Kevin M. Koch
- Department of Radiology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Andrew S. Nencka
- Department of Radiology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Christopher C. Giza
- Department of Neurosurgery, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA, United States
| | - Joshua Goldman
- Division of Sports Medicine, Departments of Family Medicine and Orthopedics, University of California, Los Angeles, Los Angeles, CA, United States
| | - Kevin M. Guskiewicz
- Department of Exercise and Sport Science, Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Jason P. Mihalik
- Department of Exercise and Sport Science, Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Stefan M. Duma
- School of Biomedical Engineering and Sciences, Wake-Forest and Virginia Tech University, Blacksburg, VA, United States
| | - Steven P. Broglio
- Michigan Concussion Center, School of Kinesiology, University of Michigan, Ann Arbor, MI, United States
| | - Thomas W. McAllister
- Department of Psychiatry, Indiana University School of Medicine, Bloomington, IN, United States
| | - Michael A. McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
- Department of Neurology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Timothy B. Meier
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
- Department of Biomedical Engineering, Medical College of Wisconsin, Milwaukee, WI, United States
- Department of Cell Biology, Neurobiology and Anatomy, Medical College of Wisconsin, Milwaukee, WI, United States
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Register-Mihalik JK, Guskiewicz KM, Marshall SW, McCulloch KL, Mihalik JP, Mrazik M, Murphy I, Naidu D, Ranapurwala SI, Schneider K, Gildner P, McCrea M. Methodology and Implementation of a Randomized Controlled Trial (RCT) for Early Post-concussion Rehabilitation: The Active Rehab Study. Front Neurol 2019; 10:1176. [PMID: 31781021 PMCID: PMC6856221 DOI: 10.3389/fneur.2019.01176] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Accepted: 10/21/2019] [Indexed: 11/18/2022] Open
Abstract
Background: Sports-related concussion (SRC) is a complex injury with heterogeneous presentation and management. There are few studies that provide guidance on the most effective and feasible strategies for recovery and return to sports participation. Furthermore, there have been no randomized studies of the feasibility, safety, and efficacy of early rehabilitation strategies across multiple sports and age groups. This international cluster-randomized pragmatic trial evaluates the effectiveness of early multi-dimensional rehabilitation integrated with the current return to sport strategy vs. the current return to sport strategy alone. Methods: The study is a cluster-randomized pragmatic trial enrolling male and female athletes from 28 sites. The sites span three countries, and include multiple sports, levels of play (high school, college, and professional), and levels of contact. The two study arms are Enhanced Graded Exertion (EGE) and Multidimensional Rehabilitation (MDR). The EGE arm follows the current return to sport strategy and the MDR arm integrates early, MDR strategies in the context of the current return to sport strategy. Each arm employs a post-injury protocol that applies to all athletes from that site in the event they sustain a concussion during their study enrollment. Participants are enrolled at pre-season baseline. Assessment timepoints include pre-season baseline, time of injury (concussion), 24–48 h post-injury, asymptomatic, and 1-month post-injury. Symptoms and activity levels are tracked post injury through the return to play process and beyond. Injury and recovery characteristics are obtained for all participants. Primary endpoints include time to medical clearance for full return to sport and time to become asymptomatic. Secondary endpoints include symptom, neurocognitive, mental status, balance, convergence insufficiency, psychological distress, and quality of life trajectories post-injury. Discussion: Outputs from the trial are expected to inform both research and clinical practice in post-concussion rehabilitation across all levels of sport and extend beyond civilian medicine to care for military personnel. Ethics and Dissemination: The study is approved by the data coordinating center Institutional Review Board and registered at clinicaltrials.gov. Dissemination will include peer-reviewed publications, presentation to patients and public groups, as well as dissemination in other healthcare and public venues of interest. Clinical Trial Registration:www.ClinicalTrials.gov, identifier: NCT02988596 Trial Funding: National Football League.
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Affiliation(s)
- Johna K Register-Mihalik
- Department of Exercise and Sport Science, Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.,Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Kevin M Guskiewicz
- Department of Exercise and Sport Science, Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Stephen W Marshall
- Department of Exercise and Sport Science, Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.,Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.,Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Karen L McCulloch
- Division of Physical Therapy, Department of Allied Health Sciences, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Jason P Mihalik
- Department of Exercise and Sport Science, Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Martin Mrazik
- Faculty of Education, University of Alberta, Edmonton, AB, Canada.,Canadian Football League, Toronto, ON, Canada
| | - Ian Murphy
- New Zealand Rugby, Wellington, New Zealand
| | - Dhiren Naidu
- Faculty of Education, University of Alberta, Edmonton, AB, Canada.,Canadian Football League, Toronto, ON, Canada
| | - Shabbar I Ranapurwala
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.,Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Kathryn Schneider
- Faculty of Kinesiology, Sport Injury Prevention Research Centre, University of Calgary, Calgary, AB, Canada.,Cummings School of Medicine, Alberta Children's Hospital Research Institute, Hotchkiss Brain Institute, University of Calgary, AB, Canada.,Acute Sport Concussion Clinic, Sport Medicine Centre, University of Calgary, Calgary, AB, Canada
| | - Paula Gildner
- Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Michael McCrea
- Department of Neurosurgery, Center for Neurotrauma Research, Medical College of Wisconsin, Milwaukee, WI, United States
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Eckner JT, Wang J, Nelson LD, Bancroft R, Pohorence M, He X, Broglio SP, Giza CC, Guskiewicz KM, Kutcher JS, McCrea M. Effect of Routine Sport Participation on Short-Term Clinical Neurological Outcomes: A Comparison of Non-Contact, Contact, and Collision Sport Athletes. Sports Med 2019; 50:1027-1038. [PMID: 31637659 DOI: 10.1007/s40279-019-01200-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
OBJECTIVES To compare pre-season to post-season changes on a battery of clinical neurological outcome measures between non-contact, contact, and collision sport athletes over multiple seasons of play. METHODS 244 high school and collegiate athletes participating in multiple non-contact, contact, and collision sports completed standardized annual pre-season and post-season assessments over 1-4 years. Pre/post-season changes in 10 outcome measures assessing concussion symptoms, neurocognitive performance, and balance were compared between the groups using linear mixed models. RESULTS Small, but statistically significant overall pre/post-season change differences were present between the groups for Axon computerized neurocognitive test processing speed, attention, and working memory speed scores (Axon-PS, Axon-Att, Axon-WMS), as well as Balance Error Scoring System (BESS) total score. Small seasonal declines not exceeding reliable-change thresholds were observed in the collision sport group relative to the contact and non-contact groups for Axon-PS and Axon-Att scores. The collision and contact sport groups demonstrated less pre-/post-season improvement than the non-contact sport group for Axon-WMA and BESS, with less BESS improvement also observed in the collision sport group relative to the contact sport group. Overall, longitudinal performance on all 10 outcome measures remained stable in all 3 groups over 4 years. CONCLUSION Our findings do not necessarily support the notion that participation in sports associated with exposure to repetitive head impacts has clinically meaningful cumulative effects over the course of a season, nor over four consecutive seasons in high school and collegiate athletes.
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Affiliation(s)
- James T Eckner
- Physical Medicine and Rehabilitation, University of Michigan, 325 E. Eisenhower Parkway, Ann Arbor, MI, 48108, USA.
| | | | | | | | | | - Xuming He
- Statistics, University of Michigan, Ann Arbor, USA
| | | | | | - Kevin M Guskiewicz
- Exercise and Sport Science, University of North Carolina, Chapel Hill, USA
| | - Jeffrey S Kutcher
- Neurology, University of Michigan, Ann Arbor, USA.,The Sports Neurology Clinic, Brighton, USA
| | - Michael McCrea
- Neurosurgery, Medical College of Wisconsin, Milwaukee, USA
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47
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Davies MAM, Kerr ZY, DeFreese JD, Arden NK, Marshall SW, Guskiewicz KM, Padua DA, Pietrosimone B. Prevalence of and Risk Factors for Total Hip and Knee Replacement in Retired National Football League Athletes. Am J Sports Med 2019; 47:2863-2870. [PMID: 31498654 DOI: 10.1177/0363546519870804] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Osteoarthritis is a substantial cause of disability. Joint replacement prevalence relates to the burden of severe osteoarthritis, and identifying risk factors for end-stage disease may indicate intervention opportunities. American football has high youth and elite participation, and determining risk factors for severe osteoarthritis may support future morbidity prevention. PURPOSE To (1) determine the prevalence of hip and knee replacement in retired National Football League (NFL) athletes, (2) examine risk factors for replacement, and (3) identify the association between knee injuries and knee replacement. STUDY DESIGN Case-control study; Level of evidence, 3. METHODS Retired NFL athletes who participated in a general health survey were included. This historical cohort included those playing between 1929 and 2001. The association between self-reported playing or injury history, and replacement after retirement, was assessed with prevalence ratios (PRs). Models were adjusted for potential confounders of age and weight. RESULTS Data for 2432 retired male NFL players (69.3% response rate) who had participated in football for a mean 15.2 years were included, in which 277 players reported replacement after retirement (11.4%). More participants reported knee replacement (7.7%) than hip replacement (4.6%). The majority of participants reported previous severe knee injury (53%), and the most prevalent was meniscal tear (32.2%). In multivariable models, age (10-year increase, PR, 2.23; 95% CI, 1.99-2.51), current weight (PR, 1.10; 95% CI, 1.06-1.14), and reporting 1 (PR, 1.78; 95% CI, 1.14-2.77), 2 (PR, 1.91; 95% CI, 1.16-3.15), or ≥3 knee injuries (PR, 3.44; 95% CI, 2.33-5.09) were associated with knee replacement. Age (10-year increase, PR, 1.86; 95% CI, 1.59-2.18), linemen (PR, 1.62; 95% CI, 1.03-2.55), and reporting 1 (PR, 1.72; 95% CI, 1.05-2.80), 2 (PR, 2.77 95% CI, 1.58-4.84), or ≥3 (PR, 2.44; 95% CI, 1.52-3.91) hip injuries were associated with hip replacement. Each reported knee injury type was cross-sectionally associated with replacement after retirement (P < .05). CONCLUSION Knee replacement was more prevalent than hip replacement. Risk factors differed between the hip and the knee, with age and severe joint injury associated with hip and knee replacement, weight with knee replacement, and playing position associated with hip replacement. Joint injury and weight management may be prevention opportunities to reduce morbidity and end-stage osteoarthritis in this population.
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Affiliation(s)
- Madeleine A M Davies
- Department of Health, University of Bath, Bath, UK.,The Centre for Sport, Exercise and Osteoarthritis Research Versus Arthritis, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Science, University of Oxford, Oxford, UK
| | - Zachary Y Kerr
- Department of Exercise and Sport Science, University of North Carolina, Chapel Hill, North Carolina, USA.,Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, University of North Carolina, Chapel Hill, North Carolina, USA.,Center for the Study of Retired Athletes, University of North Carolina, Chapel Hill, North Carolina, USA.,Injury Prevention Research Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - J D DeFreese
- Department of Exercise and Sport Science, University of North Carolina, Chapel Hill, North Carolina, USA.,Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, University of North Carolina, Chapel Hill, North Carolina, USA.,Center for the Study of Retired Athletes, University of North Carolina, Chapel Hill, North Carolina, USA.,Injury Prevention Research Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Nigel K Arden
- The Centre for Sport, Exercise and Osteoarthritis Research Versus Arthritis, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Science, University of Oxford, Oxford, UK
| | - Stephen W Marshall
- Department of Exercise and Sport Science, University of North Carolina, Chapel Hill, North Carolina, USA.,Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, University of North Carolina, Chapel Hill, North Carolina, USA.,Center for the Study of Retired Athletes, University of North Carolina, Chapel Hill, North Carolina, USA.,Injury Prevention Research Center, University of North Carolina, Chapel Hill, North Carolina, USA.,Department of Epidemiology, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Kevin M Guskiewicz
- Department of Exercise and Sport Science, University of North Carolina, Chapel Hill, North Carolina, USA.,Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, University of North Carolina, Chapel Hill, North Carolina, USA.,Center for the Study of Retired Athletes, University of North Carolina, Chapel Hill, North Carolina, USA.,Injury Prevention Research Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Darin A Padua
- MOTION Science Institute, Department of Exercise and Sport Science, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Brian Pietrosimone
- MOTION Science Institute, Department of Exercise and Sport Science, University of North Carolina, Chapel Hill, North Carolina, USA
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48
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Song K, Wikstrom EA, Tennant JN, Guskiewicz KM, Marshall SW, Kerr ZY. Osteoarthritis Prevalence in Retired National Football League Players With a History of Ankle Injuries and Surgery. J Athl Train 2019. [PMID: 31553650 DOI: 10.4085/1062-6050-421-18.] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
CONTEXT Ankle injuries are common at all levels of American football, and retired National Football League (NFL) players have a high prevalence of osteoarthritis (OA), but little is known about how ankle injuries influence OA prevalence and daily activities in this population or how surgical interventions for such injuries alter the risk of OA. OBJECTIVE To examine (1) the association of ankle-injury history with OA prevalence, (2) the association of surgical intervention after ankle injury with OA prevalence, and (3) the relationships among ankle injuries, reported OA, and daily activities in retired NFL players. DESIGN Case-control study. SETTING Survey. PATIENTS OR OTHER PARTICIPANTS Data from the Retired NFL Players General Health Survey. MAIN OUTCOME MEASURE(S) We created a 7-category main exposure variable that differentiated respondents by football-related ankle injury and surgical intervention. Multivariable binomial regression models were used to estimate prevalence ratios and 95% confidence intervals. Among those reporting OA, we examined the distribution of responses regarding whether OA affected daily activities. RESULTS Among the 2446 respondents, 920 participants experienced OA in any joint during their lifetime. Compared with those reporting no ankle injuries, the prevalence of OA was higher among those with a history of ankle injury. Also, the prevalence of OA was higher among those who had undergone surgery versus those who had not. The number of retired NFL players who reported that OA often affected their daily activities increased with the number of ankle injuries. CONCLUSIONS Among former NFL players, a history of ankle injury increased the prevalence of OA. More ankle injuries increased the probability that OA negatively affected daily activities. Future prospective research is needed to better determine the influence of surgical intervention at the ankle or foot on OA.
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Affiliation(s)
| | | | | | - Kevin M Guskiewicz
- Department of Exercise and Sport Science.,Matthew A. Gfeller Sport-Related Traumatic Brain Injury Research Center
| | - Stephen W Marshall
- Department of Epidemiology and Injury Prevention Research Center, University of North Carolina at Chapel Hill
| | - Zachary Y Kerr
- Department of Exercise and Sport Science.,Matthew A. Gfeller Sport-Related Traumatic Brain Injury Research Center
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49
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Song K, Wikstrom EA, Tennant JN, Guskiewicz KM, Marshall SW, Kerr ZY. Osteoarthritis Prevalence in Retired National Football League Players With a History of Ankle Injuries and Surgery. J Athl Train 2019; 54:1165-1170. [PMID: 31553650 DOI: 10.4085/1062-6050-421-18] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
CONTEXT Ankle injuries are common at all levels of American football, and retired National Football League (NFL) players have a high prevalence of osteoarthritis (OA), but little is known about how ankle injuries influence OA prevalence and daily activities in this population or how surgical interventions for such injuries alter the risk of OA. OBJECTIVE To examine (1) the association of ankle-injury history with OA prevalence, (2) the association of surgical intervention after ankle injury with OA prevalence, and (3) the relationships among ankle injuries, reported OA, and daily activities in retired NFL players. DESIGN Case-control study. SETTING Survey. PATIENTS OR OTHER PARTICIPANTS Data from the Retired NFL Players General Health Survey. MAIN OUTCOME MEASURE(S) We created a 7-category main exposure variable that differentiated respondents by football-related ankle injury and surgical intervention. Multivariable binomial regression models were used to estimate prevalence ratios and 95% confidence intervals. Among those reporting OA, we examined the distribution of responses regarding whether OA affected daily activities. RESULTS Among the 2446 respondents, 920 participants experienced OA in any joint during their lifetime. Compared with those reporting no ankle injuries, the prevalence of OA was higher among those with a history of ankle injury. Also, the prevalence of OA was higher among those who had undergone surgery versus those who had not. The number of retired NFL players who reported that OA often affected their daily activities increased with the number of ankle injuries. CONCLUSIONS Among former NFL players, a history of ankle injury increased the prevalence of OA. More ankle injuries increased the probability that OA negatively affected daily activities. Future prospective research is needed to better determine the influence of surgical intervention at the ankle or foot on OA.
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Affiliation(s)
| | | | | | - Kevin M Guskiewicz
- Department of Exercise and Sport Science.,Matthew A. Gfeller Sport-Related Traumatic Brain Injury Research Center
| | - Stephen W Marshall
- Department of Epidemiology and Injury Prevention Research Center, University of North Carolina at Chapel Hill
| | - Zachary Y Kerr
- Department of Exercise and Sport Science.,Matthew A. Gfeller Sport-Related Traumatic Brain Injury Research Center
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50
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Meier TB, Giraldo-Chica M, España LY, Mayer AR, Harezlak J, Nencka AS, Wang Y, Koch KM, Wu YC, Saykin AJ, Giza CC, Goldman J, DiFiori JP, Guskiewicz KM, Mihalik JP, Brooks A, Broglio SP, McAllister T, McCrea MA. Resting-State fMRI Metrics in Acute Sport-Related Concussion and Their Association with Clinical Recovery: A Study from the NCAA-DOD CARE Consortium. J Neurotrauma 2019; 37:152-162. [PMID: 31407610 DOI: 10.1089/neu.2019.6471] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
There has been a recent call for longitudinal cohort studies to track the physiological recovery of sport-related concussion (SRC) and its relationship with clinical recovery. Resting-state functional magnetic resonance imaging (rs-fMRI) has shown potential for detecting subtle changes in brain function after SRC. We investigated the effects of SRC on rs-fMRI metrics assessing local connectivity (regional homogeneity; REHO), global connectivity (average nodal strength), and the relative amplitude of slow oscillations of rs-fMRI (fractional amplitude of low-frequency fluctuations; fALFF). Athletes diagnosed with SRC (n = 92) completed visits with neuroimaging at 24-48 h post-injury (24 h), after clearance to begin the return-to-play (RTP) progression (asymptomatic), and 7 days following unrestricted RTP (post-RTP). Non-injured athletes (n = 82) completed visits yoked to the schedule of matched injured athletes and served as controls. Concussed athletes had elevated symptoms, worse neurocognitive performance, greater balance deficits, and elevated psychological symptoms at the 24-h visit relative to controls. These deficits were largely recovered by the asymptomatic visit. Concussed athletes still reported elevated psychological symptoms at the asymptomatic visit relative to controls. Concussed athletes also had elevated REHO in the right middle and superior frontal gyri at the 24-h visit that returned to normal levels by the asymptomatic visit. Additionally, REHO in these regions at 24 h predicted psychological symptoms at the asymptomatic visit in concussed athletes. Current results suggest that SRC is associated with an acute alteration in local connectivity that follows a similar time course as clinical recovery. Our results do not indicate strong evidence that concussion-related alterations in rs-fMRI persist beyond clinical recovery.
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Affiliation(s)
- Timothy B Meier
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin.,Department of Cell Biology, Neurobiology and Anatomy, Medical College of Wisconsin, Milwaukee, Wisconsin.,Department of Biomedical Engineering, Medical College of Wisconsin, Milwaukee, Wisconsin
| | | | - Lezlie Y España
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Andrew R Mayer
- The Mind Research Network/Lovelace Biomedical and Environmental Research Institute, Neurology and Psychiatry Departments, University of New Mexico School of Medicine, Department of Psychology, University of New Mexico, Albuquerque, New Mexico
| | - Jaroslaw Harezlak
- Department of Epidemiology and Biostatistics, Indiana University, Bloomington, Indiana
| | - Andrew S Nencka
- Department of Radiology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Yang Wang
- Department of Radiology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Kevin M Koch
- Department of Radiology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Yu-Chien Wu
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana
| | - Andrew J Saykin
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana
| | - Christopher C Giza
- Departments of Pediatrics and Neurosurgery, University of California Los Angeles, Los Angeles, California
| | - Joshua Goldman
- Departments of Family Medicine and Orthopaedic Surgery, University of California Los Angeles, Los Angeles, California.,Center for Sports Medicine, Orthopaedic Institute for Children, Los Angeles, California
| | - John P DiFiori
- Hospital for Special Surgery, Primary Sports Medicine Service, New York, New York
| | - Kevin M Guskiewicz
- Department of Exercise and Sport Science, University of North Carolina, Chapel Hill, North Carolina
| | - Jason P Mihalik
- Department of Exercise and Sport Science, University of North Carolina, Chapel Hill, North Carolina
| | - Alison Brooks
- Department of Orthopedics and Rehabilitation, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Steven P Broglio
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan
| | - Thomas McAllister
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana
| | - Michael A McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin
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