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Jo J, Boltz AJ, Williams KL, Pasquina PF, McAllister TW, McCrea MA, Broglio SP, Zuckerman SL, Terry DP, Arbogast K, Benjamin HJ, Brooks A, Cameron KL, Chrisman SPD, Clugston JR, Collins M, DiFiori J, Eckner JT, Estevez C, Feigenbaum LA, Goldman JT, Hoy A, Kaminski TW, Kelly LA, Kontos AP, Langford D, Lintner LJ, Master CL, McDevitt J, McGinty G, Miles C, Ortega J, Port N, Rowson S, Schmidt J, Susmarski A, Svoboda S. Mechanisms of Injury Leading to Concussions in Collegiate Soccer Players: A CARE Consortium Study. Am J Sports Med 2024; 52:1585-1595. [PMID: 38656160 DOI: 10.1177/03635465241240789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/26/2024]
Abstract
BACKGROUND Few previous studies have investigated how different injury mechanisms leading to sport-related concussion (SRC) in soccer may affect outcomes. PURPOSE To describe injury mechanisms and evaluate injury mechanisms as predictors of symptom severity, return to play (RTP) initiation, and unrestricted RTP (URTP) in a cohort of collegiate soccer players. STUDY DESIGN Cohort study; Level of evidence, 2. METHODS The Concussion Assessment, Research and Education (CARE) Consortium database was used. The mechanism of injury was categorized into head-to-ball, head-to-head, head-to-body, and head-to-ground/equipment. Baseline/acute injury characteristics-including Sports Concussion Assessment Tool-3 total symptom severity (TSS), loss of consciousness (LOC), and altered mental status (AMS); descriptive data; and recovery (RTP and URTP)-were compared. Multivariable regression and Weibull models were used to assess the predictive value of the mechanism of injury on TSS and RTP/URTP, respectively. RESULTS Among 391 soccer SRCs, 32.7% were attributed to a head-to-ball mechanism, 27.9% to a head-to-body mechanism, 21.7% to a head-to-head mechanism, and 17.6% to a head-to-ground/equipment mechanism. Event type was significantly associated with injury mechanism [χ2(3) = 63; P < .001), such that more head-to-ball concussions occurred in practice sessions (n = 92 [51.1%] vs n = 36 [17.1%]) and more head-to-head (n = 65 [30.8%] vs n = 20 [11.1]) and head-to-body (n = 76 [36%] vs n = 33 [18.3%]) concussions occurred in competition. The primary position was significantly associated with injury mechanism [χ2(3) = 24; P < .004], with goalkeepers having no SRCs from the head-to-head mechanism (n = 0 [0%]) and forward players having the least head-to-body mechanism (n = 15 [19.2%]). LOC was also associated with injury mechanism (P = .034), with LOC being most prevalent in head-to-ground/equipment. Finally, AMS was most prevalent in head-to-ball (n = 54 [34.2%]) and head-to-body (n = 48 [30.4%]) mechanisms [χ2(3) = 9; P = .029]. In our multivariable models, the mechanism was not a predictor of TSS or RTP; however, it was associated with URTP (P = .044), with head-to-equipment/ground injuries resulting in the shortest mean number of days (14 ± 9.1 days) to URTP and the head-to-ball mechanism the longest (18.6 ± 21.6 days). CONCLUSION The mechanism of injury differed by event type and primary position, and LOC and AMS were different across mechanisms. Even though the mechanism of injury was not a significant predictor of acute symptom burden or time until RTP initiation, those with head-to-equipment/ground injuries spent the shortest time until URTP, and those with head-to-ball injuries had the longest time until URTP.
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Affiliation(s)
- Jacob Jo
- Department of Neurological Surgery, Vanderbilt Sports Concussion Center, Vanderbilt University Medical Center, Nashville, Tennessee, USA; Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA; Vanderbilt University School of Medicine, Nashville, Tennessee, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Adrian J Boltz
- Michigan Concussion Center, University of Michigan, Ann Arbor, Michigan, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Kristen L Williams
- Department of Neurological Surgery, Vanderbilt Sports Concussion Center, Vanderbilt University Medical Center, Nashville, Tennessee, USA; Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Paul F Pasquina
- Department of Physical Medicine and Rehabilitation at the Uniformed Services University of the Health Sciences in Bethesda, Maryland, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Thomas W McAllister
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Michael A McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA; Department of Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Steven P Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, Michigan, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Scott L Zuckerman
- Department of Neurological Surgery, Vanderbilt Sports Concussion Center, Vanderbilt University Medical Center, Nashville, Tennessee, USA; Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Douglas P Terry
- Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA; Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA; Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Kristy Arbogast
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Holly J Benjamin
- University of Chicago, Chicago, Illinois, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Alison Brooks
- University of Wisconsin-Madison, Madison, Wisconsin, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Kenneth L Cameron
- United States Military Academy, West Point, New York, USA)
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Sara P D Chrisman
- University of Washington, Seattle, Washington, USA)
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - James R Clugston
- University of Florida, Gainesville, Florida, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Micky Collins
- University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - John DiFiori
- Hospital for Special Surgery, New York, New York, USA)
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - James T Eckner
- University of Michigan, Michigan, USA)
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Carlos Estevez
- United States Coast Guard Academy, New London, Connecticut, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Luis A Feigenbaum
- University of Miami, Coral Gables, Florida, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Joshua T Goldman
- University of California, Los Angeles, Los Angeles, California, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - April Hoy
- Azusa Pacific University, Azusa, California, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Thomas W Kaminski
- University of Delaware, Newark, Delaware, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Louise A Kelly
- California Lutheran University, Thousand Oaks, California, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Anthony P Kontos
- University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Dianne Langford
- Temple University, Philadelphia, Pennsylvania, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Laura J Lintner
- Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Christina L Master
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Jane McDevitt
- Temple University, Philadelphia, Pennsylvania, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Gerald McGinty
- United States Air Force Academy, El Paso, Colorado, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Chris Miles
- Wake Forest University, Winston-Salem, North Carolina, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Justus Ortega
- California State Polytechnic University, Pomona, California, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Nicholas Port
- Indiana University, Bloomington, Indiana, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Steve Rowson
- Virginia Tech, Blacksburg, Virginia, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Julianne Schmidt
- University of Georgia, Athens, Georgia, USA)
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Adam Susmarski
- United States Naval Academy, Annapolis, Maryland, USA)
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Steven Svoboda
- MedStar Health, Columbia, Maryland, USA
- Investigation performed at the Vanderbilt University Medical Center, Nashville, Tennessee, USA
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Berman R, Spencer H, Boese M, Kim S, Radford K, Choi K. Loss of Consciousness and Righting Reflex Following Traumatic Brain Injury: Predictors of Post-Injury Symptom Development (A Narrative Review). Brain Sci 2023; 13:brainsci13050750. [PMID: 37239222 DOI: 10.3390/brainsci13050750] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 04/21/2023] [Accepted: 04/28/2023] [Indexed: 05/28/2023] Open
Abstract
Identifying predictors for individuals vulnerable to the adverse effects of traumatic brain injury (TBI) remains an ongoing research pursuit. This is especially important for patients with mild TBI (mTBI), whose condition is often overlooked. TBI severity in humans is determined by several criteria, including the duration of loss of consciousness (LOC): LOC < 30 min for mTBI and LOC > 30 min for moderate-to-severe TBI. However, in experimental TBI models, there is no standard guideline for assessing the severity of TBI. One commonly used metric is the loss of righting reflex (LRR), a rodent analogue of LOC. However, LRR is highly variable across studies and rodents, making strict numeric cutoffs difficult to define. Instead, LRR may best be used as predictor of symptom development and severity. This review summarizes the current knowledge on the associations between LOC and outcomes after mTBI in humans and between LRR and outcomes after experimental TBI in rodents. In clinical literature, LOC following mTBI is associated with various adverse outcome measures, such as cognitive and memory deficits; psychiatric disorders; physical symptoms; and brain abnormalities associated with the aforementioned impairments. In preclinical studies, longer LRR following TBI is associated with greater motor and sensorimotor impairments; cognitive and memory impairments; peripheral and neuropathology; and physiologic abnormalities. Because of the similarities in associations, LRR in experimental TBI models may serve as a useful proxy for LOC to contribute to the ongoing development of evidence-based personalized treatment strategies for patients sustaining head trauma. Analysis of highly symptomatic rodents may shed light on the biological underpinnings of symptom development after rodent TBI, which may translate to therapeutic targets for mTBI in humans.
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Affiliation(s)
- Rina Berman
- Center for the Study of Traumatic Stress, Uniformed Services University, Bethesda, MD 20814, USA
| | - Haley Spencer
- Program in Neuroscience, Uniformed Services University, Bethesda, MD 20814, USA
| | - Martin Boese
- Daniel K. Inouye Graduate School of Nursing, Uniformed Services University, Bethesda, MD 20814, USA
| | - Sharon Kim
- F. E. Hébert School of Medicine, Uniformed Services University, Bethesda, MD 20814, USA
| | - Kennett Radford
- Daniel K. Inouye Graduate School of Nursing, Uniformed Services University, Bethesda, MD 20814, USA
| | - Kwang Choi
- Center for the Study of Traumatic Stress, Uniformed Services University, Bethesda, MD 20814, USA
- Program in Neuroscience, Uniformed Services University, Bethesda, MD 20814, USA
- Daniel K. Inouye Graduate School of Nursing, Uniformed Services University, Bethesda, MD 20814, USA
- F. E. Hébert School of Medicine, Uniformed Services University, Bethesda, MD 20814, USA
- Department of Psychiatry, Uniformed Services University, Bethesda, MD 20814, USA
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Le Sage N, Chauny JM, Berthelot S, Archambault P, Neveu X, Moore L, Boucher V, Frenette J, De Guise É, Ouellet MC, Lee J, McRae AD, Lang E, Émond M, Mercier É, Tardif PA, Swaine B, Cameron P, Perry JJ. Post-Concussion Symptoms Rule: Derivation and Validation of a Clinical Decision Rule for Early Prediction of Persistent Symptoms after a Mild Traumatic Brain Injury. J Neurotrauma 2022; 39:1349-1362. [PMID: 35765917 PMCID: PMC9529302 DOI: 10.1089/neu.2022.0026] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
Mild traumatic brain injury (mTBI) is a common problem. Depending on diagnostic criteria, 13 to 62% of those patients develop persistent post-concussion symptoms (PPCS). The main objective of this prospective multi-center study is to derive and validate a clinical decision rule (CDR) for the early prediction of PPCS. Patients aged ≥14 years were included if they presented to one of our seven participating emergency departments (EDs) within 24 h of an mTBI. Clinical data were collected in the ED, and symptom evolution was assessed at 7, 30 and 90 days post-injury using the Rivermead Post-Concussion Questionnaire (RPQ). The primary outcome was PPCS at 90 days after mTBI. A predictive model called the Post-Concussion Symptoms Rule (PoCS Rule) was developed using the methodological standards for CDR. Of the 1083 analyzed patients (471 and 612 for the derivation and validation cohorts, respectively), 15.6% had PPCS. The final model included the following factors assessed in the ED: age, sex, history of prior TBI or mental health disorder, headache in ED, cervical sprain and hemorrhage on computed tomography. The 7-day follow-up identified additional risk factors: headaches, sleep disturbance, fatigue, sensitivity to light, and RPQ ≥21. The PoCS Rule had a sensitivity of 91.4% and 89.6%, a specificity of 53.8% and 44.7% and a negative predictive value of 97.2% and 95.8% in the derivation and validation cohorts, respectively. The PoCS Rule will help emergency physicians quickly stratify the risk of PPCS in mTBI patients and better plan post-discharge resources.
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Affiliation(s)
- Natalie Le Sage
- CHU de Québec-Université Laval Research Centre, Université Laval, Québec, Canada
- VITAM-Centre de recherche en santé durable, Université Laval, Québec, Canada
| | - Jean-Marc Chauny
- Department of Emergency Medicine, Université de Montréal, Quebec, Canada
| | - Simon Berthelot
- CHU de Québec-Université Laval Research Centre, Université Laval, Québec, Canada
| | - Patrick Archambault
- CHU de Québec-Université Laval Research Centre, Université Laval, Québec, Canada
| | - Xavier Neveu
- CHU de Québec-Université Laval Research Centre, Université Laval, Québec, Canada
| | - Lynne Moore
- CHU de Québec-Université Laval Research Centre, Université Laval, Québec, Canada
| | - Valérie Boucher
- CHU de Québec-Université Laval Research Centre, Université Laval, Québec, Canada
| | - Jérôme Frenette
- CHU de Québec-Université Laval Research Centre, Université Laval, Québec, Canada
| | - Élaine De Guise
- Department of Emergency Medicine, McGill University, Québec, Canada
| | | | - Jacques Lee
- Department of Emergency Medicine, University of Toronto, Ontario, Canada
| | - Andrew D. McRae
- Department of Emergency Medicine, University of Calgary, Alberta, Canada
| | - Eddy Lang
- Department of Emergency Medicine, University of Calgary, Alberta, Canada
| | - Marcel Émond
- CHU de Québec-Université Laval Research Centre, Université Laval, Québec, Canada
| | - Éric Mercier
- CHU de Québec-Université Laval Research Centre, Université Laval, Québec, Canada
| | | | - Bonnie Swaine
- Department of Emergency Medicine, Université de Montréal, Quebec, Canada
| | - Peter Cameron
- Department of Epidemiology and Preventive Medicine, Monash University Melbourne, Victoria, Australia
| | - Jeffrey J. Perry
- Department of Emergency Medicine, Ottawa Hospital Research Institute, Ontario, Canada
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