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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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Vance DE, Collette C, Frank JS, Billings R, Deaver J, Del Bene VA, Fazeli PL, Bail JR, Li W, Triebel K, Von Ah D, Wang HL. Cognitive intra-individual variability in breast cancer survivors: A systematic review. APPLIED NEUROPSYCHOLOGY. ADULT 2023:1-15. [PMID: 37878814 DOI: 10.1080/23279095.2023.2270097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/27/2023]
Abstract
Subjective and objective cognitive impairments in Breast Cancer Survivors (BCS) often do not correlate. One important contribution to the reported disparities may be the reliance on mean-based cognitive performance. Cognitive intra-individual variability (IIV) may provide important insights into these reported disparities. Cognitive IIV refers to the fluctuation in performance for an individual on either one cognitive task across a trial or dispersed across tasks within a neuropsychological test battery. The purpose of this systematic review was to search for and examine the literature on cognitive IIV in BCS. The PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) approach was used to search for all articles related to cognitive IIV in BCS. MEDLINE (via PubMed), Embase, and Scopus databases were searched using detailed search terms and strategies. Initially, 164 articles were retrieved but only 4 articles met the criteria for this systematic review. BCS differed from healthy controls in similar ways across the four studies, generally demonstrating similar performance but showing increased cognitive IIV for the more difficult tasks. Differences were enhanced later during chemotherapy. The four studies provide support for cognitive IIV as a useful measure to detect the subtle objective cognitive change often reported by BCS but frequently not detected by standard normed-based cognitive testing. Unexpectedly, measures of cognitive IIV were not consistently associated with self-reported measures of cognition.
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Affiliation(s)
- David E Vance
- School of Nursing, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Christopher Collette
- Department of Neurology, University of Alabama at Birmingham, Birmingham, AL, USA
| | | | - Rebecca Billings
- School of Nursing, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jill Deaver
- UAB Libraries, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Victor A Del Bene
- UAB Libraries, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Pariya L Fazeli
- School of Nursing, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jennifer R Bail
- College of Nursing, The University of Alabama in Huntsville, Huntsville, AL, USA
| | - Wei Li
- Department of Clinical and Diagnostic Sciences, School of Health Professions, University of Alabama at Birmingham, Birmingham, AL, USA
| | | | - Diane Von Ah
- College of Nursing, Ohio State University, Columbus, OH, USA
| | - Hsiao-Lan Wang
- School of Nursing, University of Alabama at Birmingham, Birmingham, AL, USA
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Halliday DWR, Karr JE, Shahnazian D, Gordon I, Sanchez Escudero JP, MacDonald SWS, Macoun SJ, Hundza SR, Garcia-Barrera MA. Electrophysiological variability during tests of executive functioning: A comparison of athletes with and without concussion and sedentary control participants. APPLIED NEUROPSYCHOLOGY. ADULT 2023:1-10. [PMID: 37598380 DOI: 10.1080/23279095.2023.2247512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/22/2023]
Abstract
OBJECTIVE Sport participation may benefit executive functioning (EF), but EF can also be adversely affected by concussion, which can occur during sport participation. Neural variability is an emerging proxy of brain health that indexes the brain's range of possible responses to incoming stimuli (i.e., dynamic range) and interconnectedness, but has yet to be characterized following concussion among athletes. This study examined whether neural variability was enhanced by athletic participation and attenuated by concussion. METHOD Seventy-seven participants (18-25 years-old) were classified as sedentary controls (n = 33), athletes with positive concussion history (n = 21), or athletes without concussion (n = 23). Participants completed tests of attention switching, response inhibition, and updating working memory while undergoing electroencephalography recordings to index neural variability. RESULTS Compared to sedentary controls and athletes without concussion, athletes with concussion exhibited a restricted whole-brain dynamic range of neural variability when completing a test of inhibitory control. There were no group differences observed for either the switching or working memory tasks. CONCLUSIONS A history of concussion was related to reduced dynamic range of neural activity during a task of response inhibition in young adult athletes. Neural variability may have value for evaluating brain health following concussion.
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Affiliation(s)
- Drew W R Halliday
- Department of Psychology, University of Victoria, Victoria, Canada
- CORTEX Laboratory, University of Victoria, Victoria, Canada
- Institute on Aging and Lifelong Health, University of Victoria, Victoria, Canada
| | - Justin E Karr
- Department of Psychology, University of Kentucky, Lexington, KY, USA
| | | | - Iris Gordon
- Department of Psychology, University of Victoria, Victoria, Canada
- CORTEX Laboratory, University of Victoria, Victoria, Canada
| | | | - Stuart W S MacDonald
- Department of Psychology, University of Victoria, Victoria, Canada
- Institute on Aging and Lifelong Health, University of Victoria, Victoria, Canada
| | - Sarah J Macoun
- Department of Psychology, University of Victoria, Victoria, Canada
| | - Sandra R Hundza
- Institute on Aging and Lifelong Health, University of Victoria, Victoria, Canada
- School of Exercise Science, Physical and Health Education, University of Victoria, Victoria, Canada
| | - Mauricio A Garcia-Barrera
- Department of Psychology, University of Victoria, Victoria, Canada
- CORTEX Laboratory, University of Victoria, Victoria, Canada
- Institute on Aging and Lifelong Health, University of Victoria, Victoria, Canada
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Zimmerman KA, Cournoyer J, Lai H, Snider SB, Fischer D, Kemp S, Karton C, Hoshizaki TB, Ghajari M, Sharp DJ. The biomechanical signature of loss of consciousness: computational modelling of elite athlete head injuries. Brain 2023; 146:3063-3078. [PMID: 36546554 PMCID: PMC10316777 DOI: 10.1093/brain/awac485] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 11/17/2022] [Accepted: 12/02/2022] [Indexed: 08/27/2023] Open
Abstract
Sports related head injuries can cause transient neurological events including loss of consciousness and dystonic posturing. However, it is unknown why head impacts that appear similar produce distinct neurological effects. The biomechanical effect of impacts can be estimated using computational models of strain within the brain. Here, we investigate the strain and strain rates produced by professional American football impacts that led to loss of consciousness, posturing or no neurological signs. We reviewed 1280 National Football League American football games and selected cases where the team's medical personnel made a diagnosis of concussion. Videos were then analysed for signs of neurological events. We identified 20 head impacts that showed clear video signs of loss of consciousness and 21 showing clear abnormal posturing. Forty-one control impacts were selected where there was no observable evidence of neurological signs, resulting in 82 videos of impacts for analysis. Video analysis was used to guide physical reconstructions of these impacts, allowing us to estimate the impact kinematics. These were then used as input to a detailed 3D high-fidelity finite element model of brain injury biomechanics to estimate strain and strain rate within the brain. We tested the hypotheses that impacts producing loss of consciousness would be associated with the highest biomechanical forces, that loss of consciousness would be associated with high forces in brainstem nuclei involved in arousal and that dystonic posturing would be associated with high forces in motor regions. Impacts leading to loss of consciousness compared to controls produced higher head acceleration (linear acceleration; 81.5 g ± 39.8 versus 47.9 ± 21.4; P = 0.004, rotational acceleration; 5.9 krad/s2 ± 2.4 versus 3.5 ± 1.6; P < 0.001) and in voxel-wise analysis produced larger brain deformation in many brain regions, including parts of the brainstem and cerebellum. Dystonic posturing was also associated with higher deformation compared to controls, with brain deformation observed in cortical regions that included the motor cortex. Loss of consciousness was specifically associated with higher strain rates in brainstem regions implicated in maintenance of consciousness, including following correction for the overall severity of impact. These included brainstem nuclei including the locus coeruleus, dorsal raphé and parabrachial complex. The results show that in head impacts producing loss of consciousness, brain deformation is disproportionately seen in brainstem regions containing nuclei involved in arousal, suggesting that head impacts produce loss of consciousness through a biomechanical effect on key brainstem nuclei involved in the maintenance of consciousness.
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Affiliation(s)
- Karl A Zimmerman
- UK Dementia Research Institute, Care Research & Technology Centre, Imperial College London, London, UK
- Department of Brain Sciences, Hammersmith Hospital, Imperial College London, London, UK
- HEAD Lab, Dyson School of Design Engineering, Imperial College London, London, UK
| | - Janie Cournoyer
- Neurotrauma Impact Science Laboratory, University of Ottawa, Ottawa, ON, Canada
| | - Helen Lai
- UK Dementia Research Institute, Care Research & Technology Centre, Imperial College London, London, UK
- Department of Brain Sciences, Hammersmith Hospital, Imperial College London, London, UK
| | - Samuel B Snider
- Division of Neurocritical care, Department of Neurology, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - David Fischer
- Division of Neurocritical Care, Department of Neurology, University of Pennsylvania, Philadelphia, PA, USA
| | - Simon Kemp
- Rugby Football Union, Twickenham, UK
- London School of Hygiene and Tropical Medicine, London, UK
| | - Clara Karton
- Neurotrauma Impact Science Laboratory, University of Ottawa, Ottawa, ON, Canada
| | - Thomas B Hoshizaki
- Neurotrauma Impact Science Laboratory, University of Ottawa, Ottawa, ON, Canada
| | - Mazdak Ghajari
- HEAD Lab, Dyson School of Design Engineering, Imperial College London, London, UK
| | - David J Sharp
- UK Dementia Research Institute, Care Research & Technology Centre, Imperial College London, London, UK
- Department of Brain Sciences, Hammersmith Hospital, Imperial College London, London, UK
- The Royal British Legion Centre for Blast Injury Studies and the Department of Bioengineering, Imperial College London, London, UK
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Riegler KE, Guty ET, Thomas GA, Bradson ML, Arnett PA. Functional Outcomes, Injury Variables, and Athlete Characteristics Associated with Post-Concussion Sleep Disturbance. Arch Clin Neuropsychol 2023; 38:182-195. [PMID: 36151705 DOI: 10.1093/arclin/acac074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/11/2022] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE To examine the relationship between sleep disturbance and functional outcomes following a concussion. Also, to explore athlete and injury-related variables that may be related to risk factors for poor sleep following concussion. METHOD 124 collegiate athletes completed a neuropsychological evaluation within 14 days of sustaining a sport-related concussion (SRC). Athletes were categorized as sleep disturbed (n = 52) or not sleep disturbed (n = 72). Outcome variables included symptom reports, cognitive performance (mean performance and variability), and mood (depression). Injury characteristics and athlete characteristics explored were loss of consciousness (LOC) associated with the injury, whether the athlete was immediately removed from play, and history of prior concussions. RESULTS Sleep disturbed athletes reported more symptoms, F(4, 119) = 7.82, p < 0.001, ƞ2 = 0.21, were more likely to be symptomatic at the time of testing, χ2(1, N = 124) = 19.79, p < 0.001, φ = 0.40, and were marginally more likely to experience clinically significant depression, χ2(1, N = 120) = 3.03, p = 0.08, φ = 0.16, than not sleep disturbed athletes. There were no cognitive differences between the groups, p > 0.05. A greater proportion of sleep disturbed athletes experienced LOC (30%) compared to not sleep disturbed athletes (13%), χ2(1, N = 118) = 4.99, p = 0.03, φ = -0.21. CONCLUSION Sleep disturbances following SRC are associated with a broad range of self-reported symptoms. LOC may be associated with an increased risk of developing sleep disturbances; alternatively, sleep disturbances may increase the risk of LOC following concussion.
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Affiliation(s)
- Kaitlin E Riegler
- Department of Psychology, The Pennsylvania State University, University Park, PA, USA
| | - Erin T Guty
- Department of Psychology, The Pennsylvania State University, University Park, PA, USA.,The Medical University of South Carolina, Ralph H. Johnson VA Medical Center, Charleston, SC, USA
| | - Garrett A Thomas
- Department of Psychology, The Pennsylvania State University, University Park, PA, USA
| | - Megan L Bradson
- Department of Psychology, The Pennsylvania State University, University Park, PA, USA
| | - Peter A Arnett
- Department of Psychology, The Pennsylvania State University, University Park, PA, USA
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