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Miner D, Shiraishi M, Gibbons P, Soangra R, Harper B. Multimodal Assessment Battery and Heart Rate Variability Enhance Clinical Utility of Buffalo Concussion Treadmill Test. J Sport Rehabil 2025; 34:225-241. [PMID: 39701087 DOI: 10.1123/jsr.2024-0119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 09/20/2024] [Accepted: 10/03/2024] [Indexed: 12/21/2024]
Abstract
CONTEXT The Buffalo Concussion Treadmill Test (BCTT) for exercise intolerance following concussion may highlight underlying autonomic dysfunction. Autonomic function at rest and with exertion may be predictive of neurocognitive performance for individuals with sports-related concussion. The purpose of this study is to explore the feasibility and utility of combining multimodal assessments with heart rate variability (HRV) measures during the BCTT for individuals with a remote history of concussion. DESIGN Prospective cohort study design, pretest/posttest. METHODS Participants included 5 males and 5 females (N = 10, age: 25.2 [3.3] y old, height: 173.2 [11.2] cm, mass: 73.4 [13.7] kg, body mass index: 24.5 [3.9], time since last concussion of 6.3 [4.5] y). All participants completed the multimodal assessment battery including: Concentration Reverse Digits (6 digits), Stroop Incongruent, and King-Devick Test under single- (seated) and dual-task conditions (walking on treadmill at 2.0 mph, 0% incline). Heart rate and HRV was collected at rest, during the BCTT, and during postexercise recovery. HRV data were processed and analyzed based on established protocols. Paired t tests were performed for pre- and postmeasurements separately for single- and dual-task tests of the multimodal assessment battery and HRV indices. RESULTS During the BCTT, HRV indices reflective of peripheral nervous system activity demonstrated a significant reduction with concomitant increase in HRV indices of sympathetic nervous system activity (P < .05). Recovery in these HRV indices toward baseline was observed during postexercise recovery. Neurocognitive performance on the Stroop task significantly improved with exercise (P < .05). CONCLUSION Implementation of multimodal assessments to evaluate physiological and neurocognitive responses to exercise in individuals with history of sports-related concussion is feasible. Addition of these objective measures may decrease reliance on self-reporting of exercise-induced symptom exacerbation, enabling clinicians to identify individuals whose neurocognitive performance or physiologic response to exercise on the BCTT deviates from the expected.
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Affiliation(s)
- Daniel Miner
- Department of Physical Therapy, Radford University Carilion, Roanoke, VA, USA
| | | | - Pamela Gibbons
- Athletic Training Department, Chapman University, Orange, CA, USA
| | - Rahul Soangra
- Department of Physical Therapy and Fowler School of Engineering, Chapman University, Orange, CA, USA
| | - Brent Harper
- Department of Physical Therapy, Chapman University, Orange, CA, USA
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Preszler J, Manderino L, Elbin RJ, Eagle SR, Brunner MN, Gomes D, Collins MW, Kontos AP. Confirmatory Factor Analysis and Concurrent Validity of the Concussion Clinical Profiles Screening Tool (CP Screen). Dev Neuropsychol 2025:1-11. [PMID: 39953643 DOI: 10.1080/87565641.2025.2464738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 12/31/2024] [Accepted: 02/01/2025] [Indexed: 02/17/2025]
Abstract
The factor structure of the Concussion Clinical Profiles Screen (CP Screen) has not been empirically evaluated. In this study, 323 patients (59% male; 74% sport-related) completed CP Screen, ImPACT, and Vestibular/Ocular-Motor Screening (VOMS) at initial clinical visit within 30 days of concussion (M = 7.58±/-6.10 days). A second-order model best fit the data, with cognitive-fatigue, migraine, and ocular factors comprising a second-order factor. Loadings were all significant/substantial. Vestibular, ocular, and cognitive-fatigue factors all significantly (βs = .15-.44 ps ≤ .01) predicted assessments in similar domains, supporting concurrent validity. This study provides initial psychometric support for the structure of the CP-screen.
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Affiliation(s)
- Jonathan Preszler
- Sport Concussion Program, TRIA, Bloomington, Minnesota, USA
- Department of Neuropsychology, Sanford Health, Bismarck, North Dakota, USA
| | - Lisa Manderino
- Concussion and Sports Medicine Institute, Aptiva Health, Louisville, Kentucky, USA
| | - R J Elbin
- Office for Sport Concussion Research, University of Arkansas, Fayetteville, Arkansas, USA
| | - Shawn R Eagle
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Marina N Brunner
- Department of Psychology, University of North Dakota, Grand Forks, North Dakota, USA
| | - Dean Gomes
- Sports Concussion Program, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Michael W Collins
- Sports Concussion Program, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
- Department of Orthopedic Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Anthony P Kontos
- Sports Concussion Program, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
- Department of Orthopedic Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Eagle SR, Preszler J, Brunner MN, Manderino L, Zynda AJ, French J, Collins MW, Kontos AP. Identifying the 'Miserable Minority' Among Pediatric Patients Following Concussion. J Pediatr Surg 2025; 60:162006. [PMID: 39461142 DOI: 10.1016/j.jpedsurg.2024.162006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Revised: 10/08/2024] [Accepted: 10/09/2024] [Indexed: 10/29/2024]
Abstract
OBJECTIVES To investigate whether there are empirically-detectable subgroups of concussion severity and recovery across three consecutive concussions, as well as to define risk factor and clinical assessment differences across subgroups. METHODS The present study was a retrospective chart review of 202 adolescents 13.17 ± 1.99 years old who presented to a concussion specialty clinic within 30 days of injury for multiple injuries between 2019 and 2020. Participants included patients from a specialty clinic for two (n = 202) or three (n = 68) total concussions. Latent class analysis (LCA) was used to identify subgroups based upon concussion symptom severity and recovery time. Risk factors (sex, age at first injury, and histories of anxiety, depression, migraine, motion sickness, ocular dysfunction, and attention-deficit/hyperactivity disorder [ADHD] or learning disability [LD]) were compared across subgroups. RESULTS A two-class solution yielded one group of 163 participants characterized by lower symptoms and shorter recovery times (80.7%, "normal") and 39 participants (19.3%, "miserable minority") characterized by higher symptoms and longer recovery times. Only female sex (OR = 4.91, p = 0.005) was a significant predictor of class membership. The miserable group presented for treatment nearly 4 days later (9.41 days) compared to the normal group (5.74 days) for the first injury, and almost 2 days later for the second injury (7.33 vs 5.26 days). CONCLUSIONS Approximately 1 in 5 patients who presented to a concussion specialty clinic for a repeat concussion were classified in the miserable minority subgroup. This subgroup was characterized by markedly higher initial symptom burdens and over double the recovery time. LEVEL OF EVIDENCE Retrospective cohort study, Level III evidence.
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Affiliation(s)
- Shawn R Eagle
- Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA, USA.
| | | | - Marina N Brunner
- Department of Psychology, University of North Dakota, Grand Forks, ND, USA
| | | | - Aaron J Zynda
- Department of Orthopedic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jonathan French
- Department of Orthopedic Surgery, University of Pittsburgh, Pittsburgh, PA, USA; UPMC Sports Concussion Program, USA
| | - Michael W Collins
- Department of Orthopedic Surgery, University of Pittsburgh, Pittsburgh, PA, USA; UPMC Sports Concussion Program, USA
| | - Anthony P Kontos
- Department of Orthopedic Surgery, University of Pittsburgh, Pittsburgh, PA, USA; UPMC Sports Concussion Program, USA
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Elbin RJ, Durfee KJ, Womble MN, Jennings S, Fedor S, Dollar CM, Felt JM, Elbich DB, Hakun JG. Documenting Compliance and Symptom Reactivity for Ambulatory Assessment Methodology Following Concussion in Adolescents and Young Adults: Feasibility of the Mobile Neurocognitive Health (MNCH) Project. J Head Trauma Rehabil 2025; 40:E87-E95. [PMID: 38922030 PMCID: PMC11669726 DOI: 10.1097/htr.0000000000000977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/27/2024]
Abstract
OBJECTIVE Evaluate compliance, symptom reactivity, and acceptability/experience ratings for an ecological momentary assessment (EMA) protocol involving ultra-brief ambulatory cognitive assessments in adolescent and young adult patients with concussion. SETTING Outpatient concussion clinic. PARTICIPANTS 116 patients aged 13 to 25 years with concussion. DESIGN Prospective research design was used to examine compliance, symptom reactivity, and acceptability/experience for the Mobile Neurocognitive Health Project (MNCH); an EMA study of environmental exposures, symptoms, objective cognitive functioning, and symptom reactivity involving 4, daily EMA surveys (7:30 am , 10:30 am , 3:00 pm , 8:00 pm ) for a period of 7 days following concussion. Overall compliance rates, symptom reactivity scores, and participant acceptability/experience ratings were described. A series of non-parametric Friedman Tests with post-hoc Wilcoxon signed-rank tests were used to examine differences in compliance and reactivity related to time of day and over the course of the protocol (first 3 days [Early Week] vs last 4 days [Late Week]). MAIN MEASURES Compliance rates, symptom reactivity scores, participant experience/acceptability. RESULTS Overall median compliance was 71%, and there were significantly fewer 7:30 am surveys completed compared to the 10:30 am ( Z = -4 .88, P ≤ .001), 3:00 pm ( Z = -4 .13, P ≤ .001), and 8:00 pm ( Z = -4 .68, P ≤ .001) surveys. Compliance for Early Week surveys were significantly higher than Late Week ( Z = -2 .16, P = .009). The median symptom reactivity score was 34.39 out of 100 and was significantly higher for Early Week compared to Late Week ( Z = -4 .59, P ≤ .001). Ninety-nine percent (89/90) of the sample agreed that the app was easy to use, and 18% (16/90) indicated that the app interfered with their daily life. CONCLUSION Adolescents and young adults with concussion were compliant with the MNCH EMA protocol. Symptom reactivity to the protocol was low and the majority of participants reported that the app and protocol were acceptable. These findings support further investigation into applications of EMA for use in concussion studies.
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Affiliation(s)
- R J Elbin
- Author Affiliations: Department of Health, Human Performance and Recreation/Office for Sport Concussion Research, University of Arkansas, Fayetteville, Arkansas (Dr Elbin and Ms Durfee); Inova Sports Medicine Concussion Program, Fairfax, Virginia (Drs Womble, Jennings, Fedor, and Dollar); Inova Physical Therapy Center, Fairfax, Virginia (Dr Fedor); Center for Healthy Aging, The Pennsylvania State University, University Park, Pennsylvania (Drs Felt and Hakun); Department of Neurology, The Pennsylvania State University, College of Medicine, Hershey, Pennsylvania (Drs Elbich and Hakun); Department of Psychology, The Pennsylvania State University, University Park, Pennsylvania (Dr Hakun); Department of Public Health Sciences, The Pennsylvania State University, College of Medicine, Hershey, Pennsylvania (Dr Hakun) and Translational Brain Research Center, The Pennsylvania State University, College of Medicine, Hershey, Pennsylvania (Dr Hakun)
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Womble MN, Durfee KJ, Jennings S, Fedor S, Zynda AJ, Schatz P, Collins MW, Kontos AP, Elbin RJ. The Co-Occurrence of Vestibular/Ocular Motor Provocation and State Anxiety in Adolescents and Young Adults with Concussion. J Neurotrauma 2024. [PMID: 39714308 DOI: 10.1089/neu.2024.0472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2024] Open
Abstract
Vestibular/ocular motor provocation and state anxiety are both independently linked to poor recovery outcomes following concussion. However, the relationship between these two clinical presentations and their co-occurring effects on concussion recovery outcomes is understudied. The purpose was to examine the co-occurring effects of vestibular/ocular motor provocation and state anxiety following concussion. There were 532 participants (15-25 years) with concussions who completed the vestibular/ocular motor screening (VOMS), State-Trait Anxiety Inventory, and the Post-Concussion Symptom Scale within 30 days of injury. Participants were classified into provocation (PROV) and no provocation (NO PROV) groups based on exceeding/not exceeding VOMS cutoffs. An analysis of covariance was used to examine between-group comparisons on state anxiety scores; and logistic regressions, with adjusted odds ratios (Adj OR), were used to evaluate predictors of clinical levels of state anxiety and protracted recovery. A total of 418 participants (78.6%; age = 17.2 ± 2.6; 65% female) exceeding VOMS cutoffs were in the PROV, and 114 (21.4%; age = 16.6 ± 2.2; 53% female) participants were in the NO PROV group. The PROV group (mean [M] = 39.50, standard deviation [SD] = 12.05) exhibited significantly higher state anxiety scores than the NO PROV group (M = 32.45, SD = 10.43) (F[1, 532] = 15.36, p < 0.001, η2= 0.03). Vestibular/ocular motor provocation (Adj OR =3.35, p < 0.001, 95% confidence interval [CI]: 1.42-3.88) was the most robust predictor of clinical state anxiety following concussion (χ2 [4, 532] = 86.78, p < 0.001). Participants exhibiting vestibular/ocular motor provocation with clinical levels of state anxiety were at 2.47 times (p < 0.001, 95% CI: 1.53-3.99) greater odds of experiencing a protracted concussion recovery than participants with vestibular/ocular motor provocation without clinical state anxiety. Vestibular/ocular motor provocation is associated with increased state anxiety following concussion, and the addition of clinical state anxiety to vestibular/ocular motor provocation increases the odds for protracted recovery. Clinicians should assess vestibular/ocular motor function and anxiety following concussion.
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Affiliation(s)
- Melissa N Womble
- Inova Sports Medicine Concussion Program, Fairfax, Virginia, USA
| | - Kori J Durfee
- Department of Health, Human Performance and Recreation/Office for Sport Concussion Research, University of Arkansas, Fayetteville, Arkansas, USA
| | - Sabrina Jennings
- Inova Sports Medicine Concussion Program, Fairfax, Virginia, USA
| | - Sheri Fedor
- Inova Physical Therapy Center, Fairfax, Virginia, USA
| | - Aaron J Zynda
- Department of Orthopedic Surgery, UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Philip Schatz
- Inova Physical Therapy Center, Fairfax, Virginia, USA
| | - Michael W Collins
- Department of Psychology, Saint Joseph's University, Philadelphia, Pennsylvania, USA
| | - Anthony P Kontos
- Department of Psychology, Saint Joseph's University, Philadelphia, Pennsylvania, USA
| | - R J Elbin
- Department of Health, Human Performance and Recreation/Office for Sport Concussion Research, University of Arkansas, Fayetteville, Arkansas, USA
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Ryan L, Daly E, Hunzinger K. Factors Affecting Sport-Related Concussion Non-Disclosure in Women's Rugby-A Multi-Country Qualitative Analysis. J Funct Morphol Kinesiol 2024; 9:277. [PMID: 39728261 DOI: 10.3390/jfmk9040277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2024] [Accepted: 12/16/2024] [Indexed: 12/28/2024] Open
Abstract
Background and Objectives: Collision-sport athletes, such as rugby players, are at risk of sport-related concussion (SRC). Women are known to be at higher risk of SRC and may experience more severe and chronic symptomology than men. Knowledge of the factors that affect a player's disclosure of their concussive symptoms could help to inform strategies to improve compliance with reporting and management of head injuries. The aim of this study was to investigate the factors that may impact women rugby players' disclosure of a concussion. Methods: Twenty-eight adult (≥18 years of age) elite and semi-elite women rugby players from the UK and Ireland (n = 17) and the United States (n = 11) were interviewed on their playing background and SRC experience in women's rugby via one-on-one interviews (UK and Ireland) or an online questionnaire (US). Results: SRC data were analysed inductively using a thematic analysis approach to determine the potential reasons for SRC non-disclosure in women's rugby. Four main themes were identified which may influence a player's SRC non-disclosure: 1. women rugby players are self-managing SRC; 2. work-related concerns impact on SRC disclosure; 3. players and support staff lack knowledge on SRC management; and 4. poor internal and external communication affect the support players receive when injured. Conclusions: The findings were consistent across players from different countries. This research highlighted several factors that may impact on women rugby players' disclosure of SRC regardless of country of origin (UK, Ireland, or US) and access to concussion care. Coaches and management teams should be aware of these reasons, which may enhance how they discuss and manage concussion. There is a clear need for further education on concussion for players and support staff and for strategies to create environments where women can openly discuss their concussion concerns.
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Affiliation(s)
- Lisa Ryan
- Department of Sport, Exercise and Nutrition, School of Science and Computing, Atlantic Technological University, Dublin Rd., H91 T8NW Galway, Ireland
| | - Ed Daly
- Department of Sport, Exercise and Nutrition, School of Science and Computing, Atlantic Technological University, Dublin Rd., H91 T8NW Galway, Ireland
| | - Katherine Hunzinger
- Department of Exercise Science, Thomas Jefferson University, Philadelphia, PA 19144, USA
- Jefferson Center for Injury Research & Prevention, Thomas Jefferson University, Philadelphia, PA 19144, USA
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O'Brien KH, Messina A, Pei Y, Kemp AM, Gartell R, Brown G, Gore RK, Appleberry C, Wallace T. Factors Influencing Speech-Language Pathology Referral and Utilization in Mild Traumatic Brain Injury: An Exploratory Analysis. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2024:1-21. [PMID: 39612474 DOI: 10.1044/2024_ajslp-24-00116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/01/2024]
Abstract
PURPOSE Speech-language pathologists provide important services to people recovering from mild traumatic brain injury (mTBI), also called concussion, although they may be underutilized in outpatient care. Because health care providers face challenges in selecting assessments to efficiently describe patient needs, the purpose of this study was to describe factors related to patients receiving speech-language pathology services after mTBI, as well as how assessments predict amount of services received. METHOD In this retrospective chart review study, demographic factors, injury characteristics, and assessment scores were extracted from medical records of patients aged 14-65 years receiving services for recent (within 6 months) mTBI at an outpatient specialty clinic. The Post-Concussion Symptom Scale (PCSS), Montreal Cognitive Assessment, Standardized Assessment of Concussion, and a newly developed self-report measure of cognitive-communication function-the Cognitive-Communication Referral Indicator for Concussion (CCoRI-C)-were used as dependent variables to predict speech-language pathology service referral. For those referred, Repeatable Battery for the Assessment of Neuropsychological Status (RBANS) and Behavior Rating Inventory of Executive Function (BRIEF) scores were added as dependent variables predicting speech-language pathology dosage. RESULTS A total of 132 patient charts met inclusion and exclusion criteria. In addition to CCoRI-C and PCSS symptoms, receiving imaging, being injured in a motor vehicle crash, experiencing loss of consciousness, and being of female sex were related to speech-language pathology referrals. Of the 77 patients referred for speech-language pathology care, higher CCoRI-C, PCSS, BRIEF, RBANS total, and RBANS visuospatial scores were associated with recommended speech-language pathology dosage. Only the CCoRI-C, BRIEF-Adult Version (BRIEF-A) Behavioral Regulation, and BRIEF-A Metacognition were associated with actual number of speech-language pathology sessions attended. CONCLUSIONS Cognitive-communication symptoms and executive function may be important to planning speech-language pathology rehabilitative episodes of care for people with mTBI. Future work should continue to evaluate how assessments augment demographic and injury characteristics in decision making for both referral to and use of speech-language pathology services after mTBI.
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Affiliation(s)
- Katy H O'Brien
- Courage Kenny Rehabilitation Institute, Allina Health, Minneapolis, MN
| | - Ansley Messina
- Department of Communication Sciences and Special Education, University of Georgia, Athens
| | - Yalian Pei
- Department of Communication Sciences and Disorders, Syracuse University, NY
| | - Amy M Kemp
- Department of Speech and Hearing Sciences, Washington State University, Spokane
| | | | - Gregory Brown
- Complex Concussion Clinic, Shepherd Center, Atlanta, GA
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Agimi Y, Hai T, Gano A, Stuessi K, Gold J, Kaufman R, McKinney G. Clinical Trajectories of Comorbidity Associated With Military-Sustained Mild Traumatic Brain Injury: Pre- and Post-Injury. J Head Trauma Rehabil 2024; 39:E564-E575. [PMID: 38758066 DOI: 10.1097/htr.0000000000000934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/18/2024]
Abstract
BACKGROUND AND OBJECTIVE In the US military, traumatic brain injury (TBI) is of distinct importance, at home and in the deployed setting, and is considered a "signature injury of the wars in Afghanistan and Iraq." Since 2000, an estimated 468 424 service members (SMs) have been diagnosed with at least one TBI. We examined the clinical trajectories of a group of 18 comorbidities before and after a military-sustained mild TBI (mTBI). METHODS Without making assumptions on causality, a group of 18 conditions often co-occurring with mTBI were identified through literature review and TBI subject matter workgroup consensus. Using data from Military Health System Data Repository, we identified SMs whose first lifetime military mTBI occurred between October 1, 2016, and October 30, 2019. Correlation analyses were used to determine the linear relationship between comorbidities prior to and after mTBI diagnosis. Changes in the period prevalence of comorbidities was calculated. RESULTS We identified 42 018 SMs with a first lifetime military mTBI, of which 77.6% had at least one comorbidity. Identified SMs were mostly young (46.1% ages 18-24 years), male (81.4%), and White (64.1%). Up to 180 days prior to an mTBI, the most frequently identified conditions were sleep-related conditions (21.7%), headaches (19.4%), posttraumatic stress disorders (PTSDs) (17.8%), anxiety disorders (11.3%), and cervicogenic disorders (eg, cervicalgia) (10.9%). In the period following mTBI diagnosis, the prevalence of diagnosed conditions increased, especially for visual disturbances (327.2%), cognitive conditions (313.9%), vestibular conditions (192.6%), those related to headache (152.2%), and hearing (72.9%). Sleep-related conditions showed moderate positive correlation with a group of co-occurring conditions, led by cognitive conditions ( ϕc = 0.50), anxiety disorders ( ϕc = 0.42), PTSDs ( ϕc =0.43), and headaches and related conditions ( ϕc = 0.38). CONCLUSION Results indicate that caring for SMs with mild TBI requires a holistic approach, one that considers the complex nature of SM conditions, prior to sustaining their mTBI, as well as after injury. We found a complex correlation of conditions that suggest SMs with mTBI are undergoing a multifaceted experience, one that may require the development of a targeted multidimensional clinical practice recommendation and practice.
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Affiliation(s)
- Yll Agimi
- Author Affiliations: Traumatic Brain Injury Center of Excellence (TBICoE), Silver Spring, Maryland (Drs Agimi, Stuessi, Gold, and McKinney and Mss Hai, Gano, and Kaufman); and General Dynamics Information Technology, Falls Church, Virginia (Drs Agimi, Stuessi, and Gold and Mss Hai, Gano, and Kaufman)
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Gomes D, Eagle S, Mehmel B, Albrecht T, Versace A, Lima Santos JP, Trbovich A, Stiffler R, Martinez L, Holland CL, Zynda AJ, Collins MW, Kontos AP. Impact of Sex and Pubertal Development on Anxiety in Adolescents After Concussion. J Neurotrauma 2024; 41:2385-2394. [PMID: 38407975 PMCID: PMC11631804 DOI: 10.1089/neu.2023.0132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/28/2024] Open
Abstract
Concussion often results in psychological symptoms, including anxiety. Post-concussion anxiety has been well documented, although much of this research has focused on collegiate athletes. The purpose of this study was to compare (1) anxiety symptoms in concussed and healthy controls over time and (2) to explore sex differences in post-concussion anxiety within the context of pubertal development. Participants (N = 126, mean age = 15.1 years old), including concussed (n = 86) and healthy adolescents (n = 40), completed the Pubertal Development Scale (PDS) and the Screen for Child Anxiety and Related Disorders (SCARED-C). The concussed groups completed SCARED-C at three visits (<10 days, 4 weeks, 3 months). Results of an analysis of covariance (ANCOVA) and multi-variate analysis of covariance (MANCOVA) found concussed adolescents reported higher SCARED-C total, generalized, and panic anxiety scores than healthy controls, after controlling for sex, age, and PDS score (PDSS). A three-way mixed ANCOVA examined the effects of sex, PDSS, time, and their interaction on SCARED-C total score in concussed adolescents while controlling for age. There was a significant three-way interaction between sex, age, and PDSS on SCARED-C total score while controlling for age. Overall, we observed increased anxiety in concussed adolescents, compared with controls, as well as greater post-concussion anxiety reported by females compared with males, including within PDSS groups. Concussion providers should be prepared to receive training to administer well-validated measures of psychopathology and should consider that female adolescents, compared with males, regardless of pubertal development, may be at greater risk for post-concussion anxiety.
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Affiliation(s)
- Dean Gomes
- Department of Orthopaedic Surgery/UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Shawn Eagle
- Department of Orthopaedic Surgery/UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Bindal Mehmel
- Department of Orthopaedic Surgery/UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Ted Albrecht
- Department of Orthopaedic Surgery/UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Amelia Versace
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | - Alicia Trbovich
- Department of Orthopaedic Surgery/UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Richelle Stiffler
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Laramie Martinez
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Cyndi L. Holland
- Department of Orthopaedic Surgery/UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Aaron J. Zynda
- Department of Orthopaedic Surgery/UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Michael W. Collins
- Department of Orthopaedic Surgery/UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Anthony P. Kontos
- Department of Orthopaedic Surgery/UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Karr JE, Zuccato BG, Ingram EO, Considine CM, Merker B, Abeare CA. Cognitive, Sleep-Arousal, Physical, and Affective Domain Scores on the Post-Concussion Symptom Scale: Added Utility in Detecting Symptom Elevations among Student-Athletes with a Remote History of Concussion. Arch Clin Neuropsychol 2024; 39:829-838. [PMID: 38594912 DOI: 10.1093/arclin/acae027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 02/08/2024] [Accepted: 03/08/2024] [Indexed: 04/11/2024] Open
Abstract
OBJECTIVE The evaluation of self-reported symptoms is a standard component of concussion assessment and management. Clinicians typically evaluate a total symptom severity score rather than scores corresponding to specific symptom domains (i.e., cognitive, sleep-arousal, physical, and affective symptoms). This study examined (i) whether elevations in specific symptom domains would be missed when interpreting only the total symptom severity score and (ii) if a single symptom domain elevation was more common than having elevated symptoms across multiple domains. METHOD Adolescent student-athletes (N = 1,008) with concussion history (i.e., ≥6 months since last concussion) completed the Post-Concussion Symptom Scale (PCSS). The PCSS total score and cognitive, sleep-arousal, physical, and affective domain scores were calculated. To determine if symptoms were elevated, scores were compared to normative data matched on gender and pre-existing conditions, with scores considered elevated if they were ≥84th percentile. The frequency of total and domain score elevations were calculated and stratified by gender and number of prior concussions (i.e., 1 or ≥2 prior concussions). RESULTS Overall, 26% of student-athletes had an elevated symptom domain score without being elevated on the total score. The most common symptom presentation was to have a single elevated symptom domain (21%), followed by two (11%), three (8%), or four elevated domains (6%). CONCLUSIONS Interpreting PCSS symptom domains may be beneficial in detecting student-athletes with elevated symptoms following a remote concussion. Roughly a quarter of student-athletes have domain-specific symptom elevations that would be missed by interpreting the total score alone.
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Affiliation(s)
- Justin E Karr
- Department of Psychology, University of Kentucky, Lexington, KY, USA
| | - Brandon G Zuccato
- Department of Psychology, University of Windsor, Windsor, ON, Canada
| | - Eric O Ingram
- Department of Psychology, University of Kentucky, Lexington, KY, USA
| | - Ciaran M Considine
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Bradley Merker
- Department of Behavioral Health, Henry Ford Health System, Detroit, MI, USA
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11
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Eagle SR, Svirsky SE, Puccio AM, Borrasso A, Edelman K, Beers S, Agoston D, Soose R, Collins M, Kontos A, Schneider W, Okonkwo DO. Predictive Blood Biomarkers of Targeted Intervention for Chronic Mental Health Symptoms following Traumatic Brain Injury. J Neurotrauma 2024. [PMID: 39323312 DOI: 10.1089/neu.2024.0245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/27/2024] Open
Abstract
The purpose of this study was to assess the performance of predictive blood biomarkers for responsiveness to targeted treatments for chronic psychological issues years after traumatic brain injury (TBI). Targeted Evaluation Action and Monitoring of TBI was a prospective 6-month interventional trial of participants with chronic TBI sequelae (n = 95). Plasma biomarkers were analyzed pre-intervention: glial fibrillary acidic protein (GFAP), tau, hyperphosphorylated tau Thr231 (p-Tau), von Willebrand factor (vWF), brain lipid-binding protein (BLBP), ubiquitin C-terminal hydrolase-L1 (UCH-L1), vascular endothelial growth factor-a (VEGFa), and claudin-5 (CLDN5). Clinical outcomes included the Post-Traumatic Stress Disorder (PTSD) Checklist for DSM-5 (PCL-5) and Brief Symptom Inventory-18 (BSI-18). Regression models were built for change in PCL5/BSI-18. Biomarkers and covariates were included. Two models were built to identify responders (improved beyond the minimum clinically important difference). The model to predict change in PCL5 (R2=0.64; p < 0.001) included vWF (p = 0.032), BLBP (p = 0.001), tau (p = 0.002), VEGFa (p = 0.015), female sex (p = 0.06), and military status (p = 0.014). The model to predict change in BSI-18 (R2=0.42; p = 0.003) included vWF (p = 0.042), VEGFa (p = 0.09), BLBP (p = 0.01), CLDN5 (p < 0.001), female sex (p = 0.012), and military status (p = 0.004) as predictors. The model to differentiate participants who improved for PCL5 (R2=0.68; p < 0.001; AUC = 0.93) included vWF (p = 0.02), VEGFa (p = 0.008), and BLBP (p = 0.006). The model to differentiate participants who improved for BSI-18 (R2=0.25; p = 0.04; AUC = 0.75) included UCH-L1 (p = 0.03), GFAP (p = 0.06), and vWF (p = 0.03). Combinations of pre-intervention blood biomarkers were able to differentiate responders from nonresponders in both post-traumatic stress and overall psychological health domains.
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Affiliation(s)
- Shawn R Eagle
- University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | - Ava M Puccio
- University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | | | - Sue Beers
- University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Denes Agoston
- Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Ryan Soose
- University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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12
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Panayi N, Schulz P, He P, Hanna B, Lifshitz J, Rowe RK, Sierks MR. Traumatic Brain Injury in Mice Generates Early-Stage Alzheimer's Disease Related Protein Pathology that Correlates with Neurobehavioral Deficits. Mol Neurobiol 2024; 61:7567-7582. [PMID: 38411868 DOI: 10.1007/s12035-024-04035-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 02/09/2024] [Indexed: 02/28/2024]
Abstract
Traumatic brain injury (TBI) increases the long-term risk of neurodegenerative diseases, including Alzheimer's disease (AD). Here, we demonstrate that protein variant pathology generated in brain tissue of an experimental TBI mouse model is similar to protein variant pathology observed during early stages of AD, and that subacute accumulation of AD associated variants of amyloid beta (Aβ) and tau in the TBI mouse model correlated with behavioral deficits. Male C57BL/6 mice were subjected to midline fluid percussion injury or to sham injury, after which sensorimotor function (rotarod, neurological severity score), cognitive deficit (novel object recognition), and affective deficits (elevated plus maze, forced swim task) were assessed post-injury (DPI). Protein pathology at 7, 14, and 28 DPI was measured in multiple brain regions using an immunostain panel of reagents selectively targeting different neurodegenerative disease-related variants of Aβ, tau, TDP-43, and alpha-synuclein. Overall, TBI resulted in sensorimotor deficits and accumulation of AD-related protein variant pathology near the impact site, both of which returned to sham levels by 14 DPI. Individual mice, however, showed persistent behavioral deficits and/or accumulation of toxic protein variants at 28 DPI. Behavioral outcomes of each mouse were correlated with levels of seven different protein variants in ten brain regions at specific DPI. Out of 21 significant correlations between protein variant levels and behavioral deficits, 18 were with variants of Aβ or tau. Correlations at 28 DPI were all between a single Aβ or tau variant, both of which are strongly associated with human AD cases. These data provide a direct mechanistic link between protein pathology resulting from TBI and the hallmarks of AD.
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Affiliation(s)
- Nicholas Panayi
- Chemical Engineering, The School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ, 85287-6106, USA
| | - Philip Schulz
- Chemical Engineering, The School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ, 85287-6106, USA
| | - Ping He
- Chemical Engineering, The School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ, 85287-6106, USA
| | - Brandon Hanna
- Chemical Engineering, The School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ, 85287-6106, USA
| | - Jonathan Lifshitz
- Department of Psychiatry, University of Arizona College of Medicine - Phoenix, Phoenix, AZ, USA
- Phoenix Veteran Affairs Health Care System, Phoenix, AZ, USA
| | - Rachel K Rowe
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO, USA
| | - Michael R Sierks
- Chemical Engineering, The School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ, 85287-6106, USA.
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McKee CS, Bleakley C, Rankin A, Matthews M. Outcome measures used in adolescent sport-related concussion research: a scoping review. BMJ Open 2024; 14:e075590. [PMID: 39260869 PMCID: PMC11409241 DOI: 10.1136/bmjopen-2023-075590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 06/27/2024] [Indexed: 09/13/2024] Open
Abstract
OBJECTIVES To provide an overview of the outcome measures currently used after sports-related concussion (SRC) in adolescents, categorising by the constructs they assess, follow-up duration and their feasibility of use. DESIGN Scoping review. DATA SOURCES We searched three electronic databases (MEDLINE, EMBASE and CINAHL). We also undertook citation tracking of the included articles and searched for ongoing or unpublished trials using ClinicalTrials.gov and Theses Global. ELIGIBILITY CRITERIA Studies tracking concussion recovery in adolescent athletes. RESULTS 15 782 records were identified. After initial title and abstract screening, we retrieved 87 studies for full-text screening, with 75 studies fulfilling the eligibility criteria and included in the review, comprising 13 107 participants (9480 male, 3615 female and 12 unreported), ranging in age from 5 to 19 years. 46 different outcome measures were used, with Post-Concussion Symptom Scale (n=42) and Immediate Post-Concussion Assessment and Cognitive Testing (n=21) the most common. Most outcome measures quantified aspects of sensorimotor function including balance, oculomotor function and cognition. Follow-up duration ranged from 7 days to 1 year. 60% of studies ceased follow-up assessments within 6 weeks post-SRC. CONCLUSIONS Adolescent SRC literature uses a wide range of outcome measures. Most research quantifies cognitive/fatigue domains in the acute/subacute stages post-SRC, using male participants. Other key domains such as anxiety/mood, migraine and key modifiers (cervical and sleep disturbance) are less well represented in the literature. Many of the outcome measures used in current research are associated with high cost and require highly qualified examiners, creating barriers to their implementation in some adolescent sporting environments. STUDY REGISTRATION https://doi.org/10.17605/OSF.IO/N937E.
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Affiliation(s)
| | - Chris Bleakley
- School of Health Sciences, Ulster University, Belfast, Northern Ireland
| | | | - Mark Matthews
- School of Sport, Ulster University, Belfast, Northern Ireland
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Jo J, Berkner PD, Stephenson K, Maxwell BA, Iverson GL, Zuckerman SL, Terry DP. Examining Acute Symptoms After Sport-Related Concussion in Collegiate Athletes With Preinjury Migraines. Clin J Sport Med 2024; 34:404-410. [PMID: 38780403 DOI: 10.1097/jsm.0000000000001233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 04/28/2024] [Indexed: 05/25/2024]
Abstract
OBJECTIVE To examine whether a personal history of migraines is associated with worse acute symptom burden after sport-related concussion (SRC). DESIGN Retrospective cohort study. SETTING National Collegiate Athletic Association Division III collegiate programs. PARTICIPANTS Collegiate athletes from a prospective concussion surveillance system between 09, 2014, and 01, 2023. INTERVENTION Preinjury migraines (yes/no) were self-reported by athletes. MAIN OUTCOME MEASURES Post-Concussion Symptom Scale (PCSS) were collected within 3 days postinjury. Mann-Whitney U tests compared total PCSS scores and individual symptom scores between athletes with and without preinjury migraines. Chi-squared tests were used to compare proportions of athletes endorsing individual symptoms (ie, item score ≥1) between 2 groups. Multivariable regression analyzed potential predictors of PCSS scores. RESULTS Of 1190 athletes with SRC, 93 (7.8%) reported a preinjury history of migraines. No significant difference in total PCSS scores was found between athletes with and without preinjury migraines (22.0 ± 16.4 vs 20.5 ± 15.8, U = 48 719.0, P = 0.471). Athletes with preinjury migraines reported greater severity of "sensitivity to light" (1.59 ± 1.59 vs 1.23 ± 1.41, P = 0.040) and "feeling more emotional" (0.91 ± 1.27 vs 0.70 ± 1.30; P = 0.008) and were more likely to endorse "feeling more emotional" (45.2% vs 29.5%, P = 0.002). No differences were found across all other symptoms, including headaches (migraine = 87.1% vs no migraine = 86.3%, P = 0.835). In a multivariable model, a history of migraine was not a significant predictor of acute PCSS scores, but those with a history of psychological disorders (β = 0.12, P <0 .001) and greater number of days to symptom evaluation (β = 0.08, P = 0.005) had higher PCSS scores. CONCLUSIONS Collegiate athletes with a pre-existing history of migraines did not have higher acute symptom burden after SRC.
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Affiliation(s)
- Jacob Jo
- Vanderbilt Sports Concussion Center, Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Paul D Berkner
- College of Osteopathic Medicine, University of New England, Biddeford, Maine
| | - Katie Stephenson
- College of Osteopathic Medicine, University of New England, Biddeford, Maine
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts
| | - Bruce A Maxwell
- Khoury College of Computer Science, Northeastern University, Seattle, Washington
| | - Grant L Iverson
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, Massachusetts
- MassGeneral Hospital for Children Sports Concussion Program, Waltham, Massachusetts; and
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital and the Schoen Adams Research Institute at Spaulding Rehabilitation, Charlestown, Massachusetts
| | - Scott L Zuckerman
- Vanderbilt Sports Concussion Center, Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Douglas P Terry
- Vanderbilt Sports Concussion Center, Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, Tennessee
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Durfee KJ, Schatz P, Kontos AP, Collins MW, Womble MN, Jennings S, Ceola MF, Elbin RJ. Reliable Change Indices for the Serial Administration of the Concussion Clinical Profiles Screening Tool. J Athl Train 2024; 59:934-940. [PMID: 38243732 PMCID: PMC11440820 DOI: 10.4085/1062-6050-0325.23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2024]
Abstract
CONTEXT The Concussion Clinical Profiles Screening Tool (CP Screen) self-report concussion symptom inventory is often administered at weekly intervals. However, 1-week reliable change indices (RCIs) for clinical cutoffs and the test-retest reliability of the CP Screen are unknown. OBJECTIVE To document RCI cutoff scores and 1-week test-retest reliability for each profile and modifier of the CP Screen for men and women. DESIGN Case series. SETTING A large US university. PATIENTS OR OTHER PARTICIPANTS One hundred seventy-three healthy college students. MAIN OUTCOME MEASURE(S) Participants completed 2 administrations of the CP Screen 7 days apart. The CP Screen items yielded 5 clinical profiles and 2 modifiers. Spearman ρ coefficients (rs), intraclass correlation coefficients (ICCs), single measures, and unbiased estimates of reliability (UERs) were used to assess test-retest reliability. Wilcoxon signed-rank tests assessed differences across time. Reliable change index values and cutoff scores are provided at 90%/95% CIs. All analyses were performed for the total sample and separately for men and women. RESULTS Reliable change index cutoffs for clinically significant change (increase/decrease) at a 90% CI for men were as follows: ocular, vestibular >2/>4; anxiety/mood, cognitive/fatigue, and migraine >3/>3; sleep >4/>6; and neck >2/>2. Reliable change index cutoffs for clinically significant change (increase/decrease) at a 90% CI for women were as follows: anxiety/mood ≥2/≥4; cognitive/fatigue, migraine, ocular, vestibular, and sleep ≥3/≥3; and neck ≥1/≥1. Correlations for the CP Screen ranged from 0.51 (migraine) to 0.79 (anxiety/mood) for the total sample, from 0.48 (migraine) to 0.84 (vestibular) for men, and from 0.51 (migraine) to 0.77 (ocular) for women. Test-retest indices for each profile and modifier were moderate to good for the total sample (ICC, 0.64-0.82; UER, 0.79-0.90), men (ICC, 0.60-0.87; UER, 0.76-0.94), and women (ICC, 0.64-0.80; UER, 0.78-0.89). CONCLUSION The CP Screen is reliable and stable across a 1-week interval, and established RCIs for men and women can help identify meaningful change throughout recovery.
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Affiliation(s)
- Kori J Durfee
- Department of Health, Human Performance and Recreation/Office for Sport Concussion Research, University of Arkansas, Fayetteville
| | - Philip Schatz
- Department of Psychology, Saint Joseph’s University, Philadelphia, PA
| | - Anthony P Kontos
- UPMC Sports Medicine Concussion Program, Department of Orthopaedic Surgery, University of Pittsburgh, PA
| | - Michael W Collins
- UPMC Sports Medicine Concussion Program, Department of Orthopaedic Surgery, University of Pittsburgh, PA
| | - Melissa N Womble
- Inova Medical Group, Department of Orthopedics and Sports Medicine, Inova Sports Medicine Concussion Program, Fairfax, VA
| | - Sabrina Jennings
- Inova Medical Group, Department of Orthopedics and Sports Medicine, Inova Sports Medicine Concussion Program, Fairfax, VA
| | - Madison F Ceola
- Department of Health, Human Performance and Recreation/Office for Sport Concussion Research, University of Arkansas, Fayetteville
| | - R. J Elbin
- Department of Health, Human Performance and Recreation/Office for Sport Concussion Research, University of Arkansas, Fayetteville
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16
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McKee C, Matthews M, Kontos AP, Rankin A, Bleakley C. The role of concussion history and biological sex on baseline concussion clinical profile symptoms in adolescent rugby players. Ir J Med Sci 2024; 193:2061-2069. [PMID: 38526765 PMCID: PMC11294260 DOI: 10.1007/s11845-024-03677-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 03/17/2024] [Indexed: 03/27/2024]
Abstract
BACKGROUND Accurate concussion monitoring requires access to preinjury baseline data. This is particularly important in adolescent athletes who have a high risk of concussion and are prone to prolonged recovery. As Rugby Union is governed by similar laws for men and women, it is also an ideal population to rigorously examine the impact of biological sex on concussion symptoms. AIMS To evaluate self-reported concussion symptoms at baseline in adolescent rugby union players, and examine if subtype-specific symptoms are affected by concussion history and biological sex. METHODS Adolescent rugby union players aged 16-18 years were recruited during the 2022-2023 playing season. Participants completed a series of questionnaires covering post-concussion symptoms, concussion clinical profiles, anxiety, depression and fear avoidance behaviours. Independent variables of interest in analysis were biological sex and concussion history. RESULTS 149 participants (75% male) were included. 42% (63/149) reported at least one previous concussion (average time since concussion: 18.7 months, range 1-72). Adolescents with a concussion history reported significantly higher scores than those with no history, across two clinical profiles (ocular and sleep), concussion symptom severity, and depression, all based on medium effect sizes (SMD 0.3-0.5). Females had significantly higher scores across cognitive/fatigue, ocular and sleep clinical profiles, concussion symptoms, anxiety and depression, each with large effect sizes (SMD > 0.5). CONCLUSIONS Concussion history and sex are associated with higher baseline scores on specific concussion clinical profile, concussion symptom severity, and anxiety symptoms. These findings highlight the importance of considering baseline differences when interpreting post-injury clinical profile symptoms in adolescent rugby players. (Trial registration: ACTRN12622000931774).
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Affiliation(s)
- Connor McKee
- Faculty of Life and Health Sciences, Ulster University, York St., Belfast, BT15 1ED, Northern Ireland
| | - Mark Matthews
- Faculty of Life and Health Sciences, Ulster University, York St., Belfast, BT15 1ED, Northern Ireland
| | - Anthony P Kontos
- Department of Orthopaedic Surgery, UPMC Sports Medicine Concussion Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Alan Rankin
- Sports Institute of Northern Ireland, Belfast, Northern Ireland
- Sport Medicine NI LTD, Belfast, Northern Ireland
| | - Chris Bleakley
- Faculty of Life and Health Sciences, Ulster University, York St., Belfast, BT15 1ED, Northern Ireland.
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17
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Moran RN, Guin JR, Roehmer C, Murray NG. Hormonal Contraceptive Influence on Baseline Vestibular/Ocular Symptomatology and Provocation for Concussion. Orthop J Sports Med 2024; 12:23259671241259735. [PMID: 39157027 PMCID: PMC11329980 DOI: 10.1177/23259671241259735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 02/01/2024] [Indexed: 08/20/2024] Open
Abstract
Background Hormonal contraceptives (HCs) and the menstrual cycle have been suggested to affect symptom severity and postconcussion recovery. Additionally, hormones have been a suggested rationale for sex differences between female and male athletes on concussion assessment. Researchers have yet to explore the effects of HC use on baseline symptomatology, including symptom reporting and provocation. Purpose To examine the influence of HC use on a baseline symptom reporting and vestibular/ocular provocation battery. Study Design Cross-sectional study; Level of evidence, 3. Methods A total of 61 college-aged individuals (21 HC-using women, 21 non-HC-using women, 19 men) were administered a baseline symptom battery consisting of the Post-Concussion Symptom Scale (PCSS), Headache Impact Test-6 (HIT-6), Pediatric Vestibular Symptom Questionnaire (PVSQ), and Vestibular/Ocular Motor Screening (VOMS). The main outcome measures consisted of PCSS symptom reporting (total symptoms, symptom severity score, and symptom factors), HIT-6 and PVSQ total scores, and VOMS item (ie, saccades, convergence, or vestibular/ocular reflex) symptom provocation scores. Results Significant differences were reported on HIT-6, with the highest headache reporting in the HC group (P = .026). On the PVSQ, the HC group also reported greater dizziness and unsteadiness symptoms than the non-HC group (P = .023). Similar findings existed on the PCSS, with the HC group reporting greater total symptoms (P < .001), symptom severity (P < .001), and vestibular-somatic (P = .024), cognitive-sensory (P = .004), sleep-arousal (P = .001), and affective (P < .001) factors compared with the non-HC group. Smooth pursuit (ie, following finger smoothly with eyes) was the only VOMS items with differences between groups (P = .003), with the HC group having greater provocation compared with non-HC users (P = .020). Conclusion HC use was associated with overall symptomatology and worse self-reported symptoms on vestibular-related inventories and concussion symptom scales and factors when compared with non-HC users and male controls. Additionally, HC users reported higher VOMS provocation scores on the smooth pursuit item than non-HC users and male controls.
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Affiliation(s)
- Ryan N. Moran
- Department of Health Science, Athletic Training Research Laboratory, The University of Alabama, Tuscaloosa, Alabama, USA
| | - J. Russell Guin
- Family, Internal, and Rural Medicine, College of Community Health Sciences, The University of Alabama, Tuscaloosa, Alabama, USA
| | - Christian Roehmer
- Department of Physical Medicine and Rehabilitation, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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18
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Sheehan N, Summersby R, Bleakley C, Caulfield B, Matthews M, Klempel N, Holden S. Adolescents' experience with sports-related pain and injury: A systematic review of qualitative research. Phys Ther Sport 2024; 68:7-21. [PMID: 38843686 DOI: 10.1016/j.ptsp.2024.05.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 05/21/2024] [Accepted: 05/21/2024] [Indexed: 08/16/2024]
Abstract
OBJECTIVE The aim of this review is to synthesise qualitative studies examining adolescents' experience with pain and injury arising from sports participation. METHODS This review was registered on Open Science Framework prior to data extraction. A systematic search of PubMed, Embase, and SPORTDiscus was conducted. Studies were appraised using the CASP (critical appraisal skills programme) checklist. Data was synthesised using a meta aggregation. STUDY SELECTION CRITERIA Inclusion criteria included studies related to adolescents aged 14-19yrs with sports related pain/injury, employed a qualitative design, full text publications in English. RESULTS Sixteen studies of 216 participants were included. Studies investigated severe knee injuries, concussion, or other musculoskeletal injuries. Synthesised findings show that, regardless of injury type, adolescents experience a mix of positive (motivation to rehab and return to sport, optimism) and negative emotions (fear of re-injury, isolation, depressive responses) throughout recovery. Common coping strategies were to ignore symptoms, modify activity levels, or seek support. CONCLUSION Sports-related pain and injury has a multifaceted effect on the adolescent athlete. There is a pervasive fear of re-injury and social isolation, but the desire to return to sports is facilitated through motivation and support. Peer motivation effects the willingness of the adolescent to persist with rehabilitation.
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Affiliation(s)
- Niamh Sheehan
- School of Public Health Sport Science and Physiotherapy, University College Dublin, Ireland.
| | - Ryan Summersby
- School of Public Health Sport Science and Physiotherapy, University College Dublin, Ireland
| | - Chris Bleakley
- School of Health Sciences, Ulster University, Belfast, UK
| | - Brian Caulfield
- School of Public Health Sport Science and Physiotherapy, University College Dublin, Ireland
| | | | | | - Sinead Holden
- School of Public Health Sport Science and Physiotherapy, University College Dublin, Ireland
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Andersson MJ, Kapetanovic S, Håkansson A, Claesdotter-Knutsson E. Concussion history associated with adolescent psychological distress but not hazardous gambling: a cross-sectional study. BMC Psychol 2024; 12:329. [PMID: 38840182 DOI: 10.1186/s40359-024-01830-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 05/29/2024] [Indexed: 06/07/2024] Open
Abstract
BACKGROUND Sustaining multiple concussions over one's lifetime may be associated with behavioral and mood changes beyond the acute phase of injury. The present cross-sectional study examined the relationship between concussion history, the incidence of current moderate-severe psychological distress, and lifetime adolescent hazardous gambling in high school students. METHODS Four-hundred fifty-nine high school students from southern Sweden (age: 16.81 ± 0.83, 58.2% male) completed a survey assessing concussion history (0,1,2…>8), psychological distress using the Kessler-6 scale, and lifetime hazardous gambling using the NODS-CLiP scale. RESULTS Participants who self-reported three or more concussions were more likely to endorse moderate-severe symptoms of psychological distress than those with no concussion history while controlling for covariates, OR = 2.71, 95% CI [1.19, 6.18]. In contrast, concussion history was not associated with hazardous gambling after controlling for confounding variables. CONCLUSIONS Self-reporting three or more concussions was associated with increased current psychological distress beyond the acute phase of injury among high school students. Adolescents who have sustained multiple concussions should undergo mental health evaluations beyond the acute phase of injury to identify and treat psychological distress, but probing for hazardous gambling may not be clinically relevant in this previously concussed adolescent population.
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Affiliation(s)
- Mitchell J Andersson
- Faculty of Medicine, Department of Clinical Sciences, Psychiatry, Lund University, Lund, Sweden.
- Clinical Sports and Mental Health Unit, Malmö Addiction Center, Region Skåne, Malmö, Sweden.
| | - Sabina Kapetanovic
- Department of Social and Behavioral Sciences, University West, Trollhättan, Sweden
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Anders Håkansson
- Faculty of Medicine, Department of Clinical Sciences, Psychiatry, Lund University, Lund, Sweden
- Clinical Sports and Mental Health Unit, Malmö Addiction Center, Region Skåne, Malmö, Sweden
| | - Emma Claesdotter-Knutsson
- Faculty of Medicine, Department of Clinical Sciences, Psychiatry, Lund University, Lund, Sweden
- Child and Adolescent Psychiatry Outpatient Clinic, Region Skåne, Lund, Sweden
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Smith E, Houtchens K, Pearson M, Dolbeer JA, Kneller S, Fitzgerald SM, Lambert KH, Hoppes CW. Post-concussion Return to Shooting Progression for Military Service Members: A Scoping Review and Conceptual Framework. Mil Med 2024; 189:e1336-e1342. [PMID: 37837212 DOI: 10.1093/milmed/usad399] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2023] [Revised: 09/19/2023] [Accepted: 09/26/2023] [Indexed: 10/15/2023] Open
Abstract
INTRODUCTION There are established protocols for staged return to physical activity in sport and military settings following concussion. Currently, there is no evidence-based staged return to shooting protocol in use by the U.S. military despite the unique challenges and stresses shooting places on the vestibular-ocular and cognitive systems often disrupted by a concussion. The primary purpose of this scoping review was to summarize available evidence and current practices on return to shooting post-concussion, with the goal of optimizing an evidence-based return to shooting protocol for military service members. Our secondary aim was to identify individuals who may benefit from a return to shooting progression. MATERIALS AND METHODS A comprehensive search of PubMed, SPORTDiscus, and Google Scholar was performed from the earliest dates to April 2023. A gray literature (Google) search was also performed. Articles were included if they studied a population with concussion, addressed return to shooting, and were written in English. Articles were excluded if they discussed health conditions other than concussion, focused on non-shooting interventions, did not use human subjects, or were written in a language other than English. RESULTS Our search strategy yielded 134 articles: 1 article met our inclusion and exclusion criteria, whereas the other 133 articles were rejected. The gray literature search yielded one item. CONCLUSIONS Based on our results, there is insufficient evidence to inform current practices on return to shooting post-concussion. In the absence of a published return to shooting protocol, we offer recommendations for identifying individuals who may benefit from a return to shooting progression and a revised version of a U.S. Army Special Operations Command Return to Range Progression. This protocol follows a conceptual framework for progression for variables such as environment, weapon type/caliber, and shooter position/movement. Further research is needed on identifying individuals who may benefit from a return to shooting protocol and safely and effectively progressing these individuals through a return to shooting protocol post-concussion.
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Affiliation(s)
- Erin Smith
- Army-Baylor University Doctoral Program in Physical Therapy, Joint Base San Antonio-Fort Sam Houston, TX 78234, USA
| | - Kristina Houtchens
- Army-Baylor University Doctoral Program in Physical Therapy, Joint Base San Antonio-Fort Sam Houston, TX 78234, USA
| | - Maria Pearson
- Army-Baylor University Doctoral Program in Physical Therapy, Joint Base San Antonio-Fort Sam Houston, TX 78234, USA
| | | | | | - Scott M Fitzgerald
- Center for the Intrepid, Department of Rehabilitation Medicine, Brooke Army Medical Center, Fort Sam Houston, TX 78234, USA
| | - Karen H Lambert
- Hearing Center of Excellence, Lackland Air Force Base, TX 78236, USA
| | - Carrie W Hoppes
- Army-Baylor University Doctoral Program in Physical Therapy, Joint Base San Antonio-Fort Sam Houston, TX 78234, USA
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21
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Anderson M, Reynolds E, Gilliland T, Hammonds K, Driver S. The Association Among Clinical Profiles, Modifiers, and Prolonged Recovery in Adolescents With Sport-Related Concussion. Clin J Sport Med 2024; 34:266-272. [PMID: 37937954 DOI: 10.1097/jsm.0000000000001197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 10/03/2023] [Indexed: 11/09/2023]
Abstract
OBJECTIVE The purposes were to (1) describe the prevalence of clinical profiles and modifiers, (2) examine the association between clinical profiles and prolonged recovery, and (3) examine the interaction between clinical profiles and modifiers and prolonged recovery in adolescents with sport-related concussion (SRC). DESIGN Retrospective, cross-sectional. SETTING Interdisciplinary specialty sports concussion clinic. PATIENTS Patients (n = 299) aged 12 to 19 years who were diagnosed with SRC within 30 days of injury. INDEPENDENT VARIABLES Clinical profiles and modifiers were decided by the clinical judgment of the clinical neuropsychologist and sports medicine physician, using data from the Clinical Profile Screen and information gathered from the clinical interview, neurocognitive, and vestibular and ocular motor testing. MAIN OUTCOME MEASURES Prolonged recovery was defined as ≥28 days from the date of injury to the date of clearance. RESULTS The most common clinical profiles were migraine (34.8%) and cognitive-fatigue (23.4%). There were no significant relationships between clinical profiles and prolonged recovery (Wald = 5.89, df = 4, P = 0.21). The presence of a modifier did not significantly affect the relationship between clinical profiles and prolonged recovery ( = 6.5, df = 5, P = 0.26). The presence of any modifier yielded a 10-day increase in median recovery time within the cognitive/fatigue clinical profile (Wilcoxon rank-sum = 268.5, P = 0.01). CONCLUSIONS Although patients with a clinical profile and modifier may not experience prolonged recovery, they may experience longer recovery time than patients with a clinical profile and no modifier.
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Affiliation(s)
- Morgan Anderson
- Baylor Scott & White Sports Therapy and Research, Frisco, Texas
- Baylor Scott & White Research Institute, Dallas, Texas
| | - Erin Reynolds
- Baylor Scott & White Sports Concussion Program, Frisco, Texas; and
| | - Taylor Gilliland
- Baylor Scott & White Sports Therapy and Research, Frisco, Texas
- Baylor Scott & White Research Institute, Dallas, Texas
| | | | - Simon Driver
- Baylor Scott & White Sports Therapy and Research, Frisco, Texas
- Baylor Scott & White Research Institute, Dallas, Texas
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22
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Konstantinides NA, Murphy SM, Whelan BM, Harmon KG, Poddar SK, Hernández TD, Rowe RK. Nominal Differences in Acute Symptom Presentation and Recovery Duration of Sport-Related Concussion Between Male and Female Collegiate Athletes in the PAC-12. SPORTS MEDICINE - OPEN 2024; 10:31. [PMID: 38564117 PMCID: PMC10987417 DOI: 10.1186/s40798-024-00699-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 03/14/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND Sport-related concussion (SRC) is a heterogenous injury that often presents with varied symptoms and impairment. Recently, research has focused on identifying subtypes, or clinical profiles of concussion to be used in assessing and treating athletes with SRC. The purpose of this study was to investigate sex differences in clinical profiles, recovery duration, and initial symptom severity after SRC in a cohort of collegiate athletes in the Pacific-12 Conference (Pac-12). METHODS This prospective cohort study examined post-SRC symptoms, recovery, and return-to-play times using data from the Pac-12 CARE Affiliated Program and Pac-12 Health Analytics Program. Clinical profiles reported by student-athletes were defined by the number (> 50%) of specific symptoms frequently reported for each profile. Generalized linear mixed models were used to examine associations among sex, clinical profiles, time-to-recovery, and return-to-play times. RESULTS 479 concussion incidents met inclusion criteria. The probabilities of initial presentation of each clinical profile, initial injury severity scores, and recovery times within a profile did not differ between sexes (p = 0.33-0.98). However, both males and females had > 0.75 probabilities of exhibiting cognitive and ocular profiles. Initial injury severity score was a strong nonlinear predictor of initial number of clinical profiles (p < 0.0001), which did not differ between sexes. The number of clinical profiles was also a nonlinear predictor of time-to-recovery (p = 0.03) and return-to-play times (p < 0.0001). CONCLUSIONS Initial symptom severity was strongly predictive of the number of acute clinical profiles experienced post-SRC. As the number of clinical profiles increased, time-to-recovery and time to return-to-play also increased. Factors other than sex may be better associated with acute symptom presentation post-concussion as no sex differences were found in reported clinical profiles or recovery. Understanding the number and type of clinical profiles experienced post-SRC may help inform concussion diagnostics and management.
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Affiliation(s)
- Niki A Konstantinides
- Department of Integrative Physiology, University of Colorado Boulder, UCB 354, Boulder, CO, 80309, USA.
| | - Sean M Murphy
- Cumberland Biological and Ecological Researchers, Longmont, CO, USA
| | | | | | - Sourav K Poddar
- Department of Family Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Theresa D Hernández
- Psychology and Neuroscience (CU Boulder), Physical Medicine and Rehabilitation (CU Anschutz School of Medicine), Aurora, CO, USA
| | - Rachel K Rowe
- Department of Integrative Physiology, University of Colorado Boulder, UCB 354, Boulder, CO, 80309, USA
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23
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Lima Santos JP, Kontos AP, Holland CL, Suss SJ, Stiffler RS, Bitzer HB, Colorito AT, Shaffer M, Skeba A, Iyengar S, Manelis A, Brent D, Shirtcliff EA, Ladouceur CD, Phillips ML, Collins MW, Versace A. The Role of Puberty and Sex on Brain Structure in Adolescents With Anxiety Following Concussion. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2024; 9:285-297. [PMID: 36517369 DOI: 10.1016/j.bpsc.2022.09.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 09/08/2022] [Accepted: 09/13/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND Adolescence represents a window of vulnerability for developing psychological symptoms following concussion, especially in girls. Concussion-related lesions in emotion regulation circuits may help explain these symptoms. However, the contribution of sex and pubertal maturation remains unclear. Using the neurite density index (NDI) in emotion regulation tracts (left/right cingulum bundle [CB], forceps minor [FMIN], and left/right uncinate fasciculus), we sought to elucidate these relationships. METHODS No adolescent had a history of anxiety and/or depression. The Screen for Child Anxiety Related Emotional Disorders and Children's Depression Rating Scale were used at scan to assess anxiety and depressive symptoms in 55 concussed adolescents (41.8% girls) and 50 control adolescents with no current/history of concussion (44% girls). We evaluated if a mediation-moderation model including the NDI (mediation) and sex or pubertal status (moderation) could help explain this relationship. RESULTS Relative to control adolescents, concussed adolescents showed higher anxiety (p = .003) and lower NDI, with those at more advanced pubertal maturation showing greater abnormalities in 4 clusters: the left CB frontal (p = .002), right CB frontal (p = .011), FMIN left-sided (p = .003), and FMIN right-sided (p = .003). Across all concussed adolescents, lower NDI in the left CB frontal and FMIN left-sided clusters partially mediated the association between concussion and anxiety, with the CB being specific to female adolescents. These effects did not explain depressive symptoms. CONCLUSIONS Our findings indicate that lower NDI in the CB and FMIN may help explain anxiety following concussion and that adolescents at more advanced (vs less advanced) status of pubertal maturation may be more vulnerable to concussion-related injuries, especially in girls.
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Affiliation(s)
- João Paulo Lima Santos
- Department of Psychiatry, Western Psychiatric Hospital, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Anthony P Kontos
- Department of Orthopaedic Surgery/UPMC Sports Concussion Program, University of Pittsburgh, Pennsylvania
| | - Cynthia L Holland
- Department of Orthopaedic Surgery/UPMC Sports Concussion Program, University of Pittsburgh, Pennsylvania
| | - Stephen J Suss
- Department of Orthopaedic Surgery/UPMC Sports Concussion Program, University of Pittsburgh, Pennsylvania
| | - Richelle S Stiffler
- Department of Psychiatry, Western Psychiatric Hospital, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Hannah B Bitzer
- Department of Psychology, Florida International University, Miami, Florida
| | - Adam T Colorito
- Department of Psychology, Florida International University, Miami, Florida
| | - Madelyn Shaffer
- Department of Psychology, Florida International University, Miami, Florida
| | - Alexander Skeba
- Department of Psychiatry, Western Psychiatric Hospital, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Satish Iyengar
- Department of Psychiatry, Western Psychiatric Hospital, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Anna Manelis
- Department of Psychiatry, Western Psychiatric Hospital, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - David Brent
- Department of Psychiatry, Western Psychiatric Hospital, University of Pittsburgh, Pittsburgh, Pennsylvania; Department of Psychiatry, UPMC Western Psychiatric Hospital, Pittsburgh, Pennsylvania
| | - Elizabeth A Shirtcliff
- Center for Translational Neuroscience and Department of Psychology, University of Oregon, Eugene, Oregon
| | - Cecile D Ladouceur
- Department of Psychiatry, Western Psychiatric Hospital, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Mary L Phillips
- Department of Psychiatry, Western Psychiatric Hospital, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Michael W Collins
- Department of Orthopaedic Surgery/UPMC Sports Concussion Program, University of Pittsburgh, Pennsylvania
| | - Amelia Versace
- Department of Psychiatry, Western Psychiatric Hospital, University of Pittsburgh, Pittsburgh, Pennsylvania; Department of Radiology, Magnetic Resonance Research Center, University of Pittsburgh, Pittsburgh, Pennsylvania.
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24
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Giza CC, Gioia G, Cook LJ, Asarnow R, Snyder A, Babikian T, Thompson P, Bazarian JJ, Whitlow CT, Miles CM, Otallah S, Kamins J, Didehbani N, Rosenbaum PE, Chrisman SP, Vaughan CG, Cullum M, Popoli DM, Choe M, Gill J, Dennis EL, Donald CLM, Rivara FP. CARE4Kids Study: Endophenotypes of Persistent Post-Concussive Symptoms in Adolescents: Study Rationale and Protocol. J Neurotrauma 2024; 41:171-185. [PMID: 37463061 PMCID: PMC11071085 DOI: 10.1089/neu.2023.0073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/20/2023] Open
Abstract
Treatment of youth concussion during the acute phase continues to evolve, and this has led to the emergence of guidelines to direct care. While symptoms after concussion typically resolve in 14-28 days, a portion (∼20%) of adolescents endorse persistent post-concussive symptoms (PPCS) beyond normal resolution. This report outlines a study implemented in response to the National Institute of Neurological Diseases and Stroke call for the development and initial clinical validation of objective biological measures to predict risk of PPCS in adolescents. We describe our plans for recruitment of a Development cohort of 11- to 17-year-old youth with concussion, and collection of autonomic, neurocognitive, biofluid, and imaging biomarkers. The most promising of these measures will then be validated in a separate Validation cohort of youth with concussion, and a final, clinically useful algorithm will be developed and disseminated. Upon completion of this study, we will have generated a battery of measures predictive of high risk for PPCS, which will allow for identification and testing of interventions to prevent PPCS in the most high-risk youth.
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Affiliation(s)
- Christopher C. Giza
- Department of Neurology, UCLA School of Medicine, University of California Los Angeles, Los Angeles, California, USA
- Department of Neurosurgery, UCLA School of Medicine, University of California Los Angeles, Los Angeles, California, USA
- UCLA BrainSPORT Program, Los Angeles, California, USA
| | - Gerard Gioia
- Department of Neuropsychology, Children's National Hospital and George Washington University School of Medicine, Washington, DC, USA
| | - Lawrence J. Cook
- Department of Pediatric Critical Care, University of Utah, Salt Lake City, Utah, USA
| | - Robert Asarnow
- Department of Psychiatry and Biobehavioral Sciences, UCLA School of Medicine, University of California Los Angeles, Los Angeles, California, USA
- Department of Psychology, UCLA School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Aliyah Snyder
- UCLA BrainSPORT Program, Los Angeles, California, USA
- Departent of Clinical and Health Psychology, University of Florida, Gainesville, Florida, USA
- Fixel Institute, University of Florida, Gainesville, Florida, USA
| | - Talin Babikian
- Department of Psychiatry and Biobehavioral Sciences, UCLA School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Paul Thompson
- Departments of Ophthalmology, Neurology, Psychiatry and the Behavioral Sciences, and Radiology and Engineering, University of Southern California, Los Angeles, California, USA
| | - Jeffery J. Bazarian
- Department of Emergency Medicine, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Christopher T. Whitlow
- Department of Radiology, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist, Winston-Salem, North Carolina, USA
- Department of Biostatistics and Data Science, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist, Winston-Salem, North Carolina, USA
| | - Christopher M. Miles
- Department of Family and Community Medicine, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist, Winston-Salem, North Carolina, USA
| | - Scott Otallah
- Department of Neurology, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist, Winston-Salem, North Carolina, USA
| | - Joshua Kamins
- Department of Neurology, UCLA School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Nyaz Didehbani
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Department of Physical Medicine and Rehabilitation, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Philip E. Rosenbaum
- Department of Neurosurgery, UCLA School of Medicine, University of California Los Angeles, Los Angeles, California, USA
- UCLA BrainSPORT Program, Los Angeles, California, USA
| | - Sara P.D. Chrisman
- Department of Pediatrics, University of Washington School of Medicine University of Washington, Seattle, Washington, USA
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, Seattle, Washington, USA
| | - Christopher G. Vaughan
- Department of Neuropsychology, Children's National Hospital and George Washington University School of Medicine, Washington, DC, USA
- Children's National Hospital, Washington, DC, USA
| | - Munro Cullum
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Department of Neurosurgery, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - David M. Popoli
- Department of Orthopedics and Rehabilitation, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist, Winston-Salem, North Carolina, USA
| | - Meeryo Choe
- Department of Pediatric Neurology, UCLA School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Jessica Gill
- School of Nursing, Johns Hopkins University, Baltimore, Maryland, USA
| | - Emily L. Dennis
- TBI and Concussion Center, University of Utah, Salt Lake City, Utah, USA
- Department of Neurology, University of Utah, Salt Lake City, Utah, USA
| | - Christine L. Mac Donald
- Department of Neurological Surgery, University of Washington School of Medicine University of Washington, Seattle, Washington, USA
| | - Frederick P. Rivara
- Department of Pediatrics, University of Washington School of Medicine University of Washington, Seattle, Washington, USA
- Department of Epidemiology, University of Washington School of Medicine University of Washington, Seattle, Washington, USA
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, Seattle, Washington, USA
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25
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Pollard-McGrandy AM, Tracey AJ, Wallace J, Covassin T, Beidler E. Perceptions of personal control and treatment efficacy of sport-related concussions in collegiate athletes. Brain Inj 2023; 37:1362-1369. [PMID: 38111232 DOI: 10.1080/02699052.2023.2292998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 12/05/2023] [Indexed: 12/20/2023]
Abstract
OBJECTIVE The purpose of this study was to examine healthy collegiate athletes' perceptions of personal control and beliefs regarding the treatment efficacy related to sport-related concussion (SRC) along with identifying factors that may be associated with these perceptions. METHODS This cross-sectional study included collegiate athletes (n = 956) between the age of 18-26 years. Participants completed a 10- to 15-min survey regarding their demographics, diagnosed SRC history, SRC knowledge, and Perceptions of Concussion Inventory for Athletes (PCI-A). Chi-squared analysis and multivariable logistic regressions were conducted to identify factors associated with the PCI-A outcomes of personal control and treatment efficacy perceptions. RESULTS 24.2% of respondents reported higher perceptions of personal control, while 77.3% reported higher perceptions of treatment efficacy. The multivariable logistic regression revealed males had higher odds of greater perceptions of personal control (OR = 1.50; 95% CI: 1.10-2.03), while those with a history of diagnosed SRC had lower odds of having favorable treatment efficacy beliefs (OR: 0.69; 95% CI: 0.50-0.96). CONCLUSIONS This study established that collegiate athletes generally have lower perceptions of personal control and higher perceptions of treatment efficacy related to SRC recovery. Comprehensive SRC education should be expanded for individuals to understand that they have power over their own health outcomes and that SRC is a treatable injury.
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Affiliation(s)
| | - Allie J Tracey
- Department of Kinesiology, Michigan State University, East Lansing, Michigan, USA
| | - Jessica Wallace
- Department of Health Science, The University of Alabama, Tuscaloosa, Alabama, USA
| | - Tracey Covassin
- Department of Kinesiology, Michigan State University, East Lansing, Michigan, USA
| | - Erica Beidler
- Department of Athletic Training, Duquesne University, Pittsburgh, Pennsylvania, USA
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26
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Garcia GGP, Czerniak LL, Lavieri MS, Liebel SW, Van Pelt KL, Pasquina PF, McAllister TW, McCrea MA, Broglio SP. Estimating the Relationship Between the Symptom-Free Waiting Period and Injury Rates After Return-to-Play from Concussion: A Simulation Analysis Using CARE Consortium Data. Sports Med 2023; 53:2513-2528. [PMID: 37610654 DOI: 10.1007/s40279-023-01901-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/25/2023] [Indexed: 08/24/2023]
Abstract
BACKGROUND A key component of return-to-play (RTP) from sport-related concussion is the symptom-free waiting period (SFWP), i.e., the period during which athletes must remain symptom-free before permitting RTP. Yet, the exact relationship between SFWP and post-RTP injury rates is unclear. OBJECTIVE We design computational simulations to estimate the relationship between the SFWP and rates of repeat concussion and non-concussion time-loss injury up to 30 days post-RTP for male and female collegiate athletes across 13 sports. METHODS We leverage N = 735 female and N = 1,094 male post-injury trajectories from the National Collegiate Athletic Association-Department of Defense Concussion Assessment, Research, and Education Consortium. RESULTS With a 6-day SFWP, the mean [95% CI] rate of repeat concussion per 1,000 simulations was greatest in ice hockey for females (20.31, [20.16, 20.46]) and American football for males (24.16, [24.05, 24.28]). Non-concussion time-loss injury rates were greatest in field hockey for females (153.66, [152.59, 154.74]) and wrestling for males (247.34, [246.20, 248.48]). Increasing to a 13-day SFWP, ice hockey for females (18.88, [18.79, 18.98]) and American football for males (23.16, [23.09, 24.22]) exhibit the greatest decrease in repeat concussion rates across all sports within their respective sexes. Field hockey for females (143.24, [142.53, 143.94]) and wrestling for males (237.73, [236.67, 237.90]) exhibit the greatest decrease in non-concussion time-loss injury rates. Males receive marginally smaller reductions in injury rates for increased SFWP compared to females (OR = 1.003, p ≤ 0.002). CONCLUSION Longer SFWPs lead to greater reductions in post-RTP injury rates for athletes in higher risk sports. Moreover, SFWPs should be tailored to sport-specific post-RTP injury risks.
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Affiliation(s)
- Gian-Gabriel P Garcia
- H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA.
| | - Lauren L Czerniak
- Department of Industrial and Operations Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Mariel S Lavieri
- Department of Industrial and Operations Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Spencer W Liebel
- Department of Neurology, University of Utah, Salt Lake City, UT, USA
| | | | - Paul F Pasquina
- Department of Physical Medicine and Rehabilitation, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Thomas W McAllister
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Michael A McCrea
- Departments of Neurosurgery and Neurology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Steven P Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA
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27
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Durfee KJ, Elbin RJ, Trbovich AM, Womble MN, Mucha A, Stephenson K, Holland CL, Dollar CM, Sparto PJ, Collins MW, Kontos AP. A Common Data Element-Based Adjudication Process for mTBI Clinical Profiles: A Targeted Multidomain Clinical Trial Preliminary Study. Mil Med 2023; 188:354-362. [PMID: 37948273 DOI: 10.1093/milmed/usad149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 02/07/2023] [Accepted: 05/01/2023] [Indexed: 11/12/2023] Open
Abstract
INTRODUCTION The primary purpose of this study was to examine the prevalence and percent agreement of clinician-identified mild traumatic brain injury (mTBI) clinical profiles and cutoff scores for selected Federal Interagency Traumatic Brain Injury Research common data elements (CDEs). A secondary purpose was to investigate the predictive value of established CDE assessments in determining clinical profiles in adults with mTBI. MATERIALS AND METHODS Seventy-one (23 males; 48 females) participants (M = 29.00, SD = 7.60, range 18-48 years) within 1-5 months (M = 24.20, SD = 25.30, range 8-154 days) of mTBI completed a clinical interview/exam and a multidomain assessment conducted by a licensed clinician with specialized training in concussion, and this information was used to identify mTBI clinical profile(s). A researcher administered CDE assessments to all participants, and scores exceeding CDE cutoffs were used to identify an mTBI clinical profile. The clinician- and CDE-identified clinical profiles were submitted to a multidisciplinary team for adjudication. The prevalence and percent agreement between clinician- and CDE-identified clinical profiles was documented, and a series of logistic regressions with adjusted odds ratios were performed to identify which CDE assessments best predicted clinician-identified mTBI clinical profiles. RESULTS Migraine/headache, vestibular, and anxiety/mood mTBI clinical profiles exhibited the highest prevalence and overall percent agreement among CDE and clinician approaches. Participants exceeding cutoff scores for the Global Severity Index and Headache Impact Test-6 assessments were 3.90 and 8.81 times more likely to have anxiety/mood and migraine/headache profiles, respectively. The Vestibular/Ocular Motor Screening vestibular items and the Pittsburgh Sleep Quality Index total score were predictive of clinician-identified vestibular and sleep profiles, respectively. CONCLUSIONS The CDEs from migraine/headache, vestibular, and anxiety/mood domains, and to a lesser extent the sleep modifier, may be clinically useful for identifying patients with these profiles following mTBI. However, CDEs for cognitive and ocular may have more limited clinical value for identifying mTBI profiles.
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Affiliation(s)
- Kori J Durfee
- Office for Sport Concussion Research, University of Arkansas, Fayetteville, AR 72701, USA
| | - R J Elbin
- Office for Sport Concussion Research, University of Arkansas, Fayetteville, AR 72701, USA
| | - Alicia M Trbovich
- Department of Orthopaedic Surgery, UPMC Sports Medicine Concussion Program, Pittsburgh, PA 15260, USA
| | - Melissa N Womble
- Inova Sports Medicine Concussion Program, Fairfax, VA 22031, USA
| | - Anne Mucha
- UPMC Rehabilitation Institute, Pittsburgh, PA 15203, USA
| | - Katie Stephenson
- College of Osteopathic Medicine, University of New England, Biddeford, ME 04005, USA
| | - Cyndi L Holland
- Department of Orthopaedic Surgery, UPMC Sports Medicine Concussion Program, Pittsburgh, PA 15260, USA
| | | | - Patrick J Sparto
- Department of Physical Therapy, University of Pittsburgh, Pittsburgh, PA 15260, USA
| | - Michael W Collins
- Department of Orthopaedic Surgery, UPMC Sports Medicine Concussion Program, Pittsburgh, PA 15260, USA
- Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA 15260, USA
| | - Anthony P Kontos
- Department of Orthopaedic Surgery, UPMC Sports Medicine Concussion Program, Pittsburgh, PA 15260, USA
- Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA 15260, USA
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28
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Smith JL, Diekfuss JA, Dudley JA, Ahluwalia V, Zuleger TM, Slutsky-Ganesh AB, Yuan W, Foss KDB, Gore RK, Myer GD, Allen JW. Visuo-vestibular and cognitive connections of the vestibular neuromatrix are conserved across age and injury populations. J Neuroimaging 2023; 33:1003-1014. [PMID: 37303280 DOI: 10.1111/jon.13136] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 05/25/2023] [Accepted: 06/02/2023] [Indexed: 06/13/2023] Open
Abstract
BACKGROUND AND PURPOSE Given the prevalence of vestibular dysfunction in pediatric concussion, there is a need to better understand pathophysiological disruptions within vestibular and associated cognitive, affective, and sensory-integrative networks. Although current research leverages established intrinsic connectivity networks, these are nonspecific for vestibular function, suggesting that a pathologically guided approach is warranted. The purpose of this study was to evaluate the generalizability of the previously identified "vestibular neuromatrix" in adults with and without postconcussive vestibular dysfunction to young athletes aged 14-17. METHODS This retrospective study leveraged resting-state functional MRI data from two sites. Site A included adults with diagnosed postconcussive vestibular impairment and healthy adult controls and Site B consisted of young athletes with preseason, postconcussion, and postseason time points (prospective longitudinal data). Adjacency matrices were generated from preprocessed resting-state data from each sample and assessed for overlap and network structure in MATLAB. RESULTS Analyses indicated the presence of a conserved "core" network of vestibular regions as well as areas subserving visual, spatial, and attentional processing. Other vestibular connections were also conserved across samples but were not linked to the "core" subnetwork by regions of interest included in this study. CONCLUSIONS Our results suggest that connections between central vestibular, visuospatial, and known intrinsic connectivity networks are conserved across adult and pediatric participants with and without concussion, evincing the significance of this expanded, vestibular-associated network. Our findings thus support this network as a workable model for investigation in future studies of dysfunction in young athlete populations.
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Affiliation(s)
- Jeremy L Smith
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Jed A Diekfuss
- Emory Sports Performance and Research Center (SPARC), Flowery Branch, Georgia, USA
- Emory Sports Medicine Center, Atlanta, Georgia, USA
- Department of Orthopaedics, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Jonathan A Dudley
- Pediatric Neuroimaging Research Consortium, Division of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Vishwadeep Ahluwalia
- Georgia State University/Georgia Tech Center for Advanced Brain Imaging (CABI), Atlanta, Georgia, USA
| | - Taylor M Zuleger
- Emory Sports Performance and Research Center (SPARC), Flowery Branch, Georgia, USA
- Emory Sports Medicine Center, Atlanta, Georgia, USA
- Department of Orthopaedics, Emory University School of Medicine, Atlanta, Georgia, USA
- Neuroscience Graduate Program, University of Cincinnati, Cincinnati, Ohio, USA
| | - Alexis B Slutsky-Ganesh
- Emory Sports Performance and Research Center (SPARC), Flowery Branch, Georgia, USA
- Department of Orthopaedics, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Weihong Yuan
- Pediatric Neuroimaging Research Consortium, Division of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
- Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Kim D Barber Foss
- Emory Sports Performance and Research Center (SPARC), Flowery Branch, Georgia, USA
| | - Russell K Gore
- Mild TBI Brain Health and Recovery Lab, Shepherd Center, Atlanta, Georgia, USA
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia, USA
| | - Gregory D Myer
- Emory Sports Performance and Research Center (SPARC), Flowery Branch, Georgia, USA
- Emory Sports Medicine Center, Atlanta, Georgia, USA
- Department of Orthopaedics, Emory University School of Medicine, Atlanta, Georgia, USA
- Youth Physical Development Centre, Cardiff Metropolitan University, Wales, UK
| | - Jason W Allen
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia, USA
- Department of Neurology, Emory University School of Medicine, Atlanta, Georgia, USA
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Theis J, Chen AM, Burgher AP, Greenspan LD, Morgenstern A, Salzano AD, Yap TP, Scheiman M, Roberts TL. Ocular motor disorders in children and adults with mTBI: a scoping review protocol. BMJ Open 2023; 13:e073656. [PMID: 37857540 PMCID: PMC10603508 DOI: 10.1136/bmjopen-2023-073656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 09/28/2023] [Indexed: 10/21/2023] Open
Abstract
INTRODUCTION Ocular motor function is susceptible to neurological injury because it requires a large portion of brain circuitry including every lobe of the brain, brainstem, thalamus, basal ganglia, cerebellum, cranial nerves and visual tracts. While reports of a high frequency of ocular motor dysfunctions after mild traumatic brain injury (mTBI) span multidisciplinary journals, there is no scoping review of the signs, diagnostic assessments and criteria, and appropriate management of ocular motor disorders post-mTBI. Post-mTBI ocular motor dysfunction has been reported to respond to active treatment. The objective of this scoping review is to map the available evidence on the diagnostic assessment and treatment modalities currently used in the management of mTBI-related ocular motor disorders in children and adults. This scoping review also aims to identify gaps in the current literature and provide suggestions for future research. METHODS AND ANALYSIS This review will include populations with reported concussion and/or mTBI without restrictions on age, race, sex or time since injury. The review will evaluate the reported symptoms related to ocular motor dysfunction, types of assessments and diagnostic criteria used, reported treatments, and the level of evidence supporting the reported treatments. This review will exclude literature on brain injury of non-traumatic aetiology and moderate/severe traumatic brain injury. Ocular motor dysfunction after mTBI appears in journals across multiple disciplines. Thus, multiple databases will be evaluated including Pubmed, Embase, PEDro, OVID, Clinical Key, Google Scholar and REHABDATA. Literature will be searched from inception to present day. Evidence sources will include experimental study designs including randomised controlled trials, non-randomised controlled trials and interrupted time-series. Additionally, analytical observational studies including prospective and retrospective cohort studies, case series, cross-sectional studies and clinical practice guidelines will be considered for inclusion. Data will be extracted on clinical presentation, frequency, assessment, diagnostic criteria management strategies and outcomes of concussion and mTBI-related ocular motor disorders. ETHICS AND DISSEMINATION This scoping review will use data from existing publications and does not require ethical approval by an institutional review board. Results will be disseminated through publication in a peer-reviewed scientific journal and presented at relevant conferences and as part of future workshops with professionals involved with diagnosis and management of patients with mTBI.
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Affiliation(s)
- Jacqueline Theis
- Physical Medicine and Rehabilitation, Uniformed Services University of the Health Sciences F Edward Hébert School of Medicine, Bethesda, Maryland, USA
- Concussion Care Centre of Virginia, Richmond, Virginia, USA
| | - Angela M Chen
- Southern California College of Optometry, Marshall B Ketchum University, Fullerton, California, USA
| | - Allegra P Burgher
- Southern California College of Optometry, Marshall B Ketchum University, Fullerton, California, USA
| | - Lynn D Greenspan
- Salus University Pennsylvania College of Optometry, Elkins Park, Pennsylvania, USA
| | - Andrew Morgenstern
- Department of Surgery, Walter Reed National Military Medical Center, Bethesda, Maryland, USA
| | - Aaron D Salzano
- College of Optometry, Pacific University, Forest Grove, Oregon, USA
| | | | - Mitchell Scheiman
- Salus University Pennsylvania College of Optometry, Elkins Park, Pennsylvania, USA
| | - Tawna L Roberts
- Spencer Center for Vision Research, Byers Eye Institute, Stanford University, Stanford, California, USA
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Grove CR, Klatt BN, Wagner AR, Anson ER. Vestibular perceptual testing from lab to clinic: a review. Front Neurol 2023; 14:1265889. [PMID: 37859653 PMCID: PMC10583719 DOI: 10.3389/fneur.2023.1265889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 09/18/2023] [Indexed: 10/21/2023] Open
Abstract
Not all dizziness presents as vertigo, suggesting other perceptual symptoms for individuals with vestibular disease. These non-specific perceptual complaints of dizziness have led to a recent resurgence in literature examining vestibular perceptual testing with the aim to enhance clinical diagnostics and therapeutics. Recent evidence supports incorporating rehabilitation methods to retrain vestibular perception. This review describes the current field of vestibular perceptual testing from scientific laboratory techniques that may not be clinic friendly to some low-tech options that may be more clinic friendly. Limitations are highlighted suggesting directions for additional research.
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Affiliation(s)
- Colin R. Grove
- Department of Otolaryngology Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, United States
- Division of Physical Therapy, Department of Physical Medicine and Rehabilitation School of Medicine, Emory University, Atlanta, GA, United States
| | - Brooke N. Klatt
- Physical Therapy Department, University of Pittsburgh, Pittsburgh, PA, United States
| | - Andrew R. Wagner
- Department of Otolaryngology—Head and Neck Surgery, Ohio State University Wexner Medical Center, Columbus, OH, United States
- School of Health and Rehabilitation Sciences, Ohio State University, Columbus, OH, United States
| | - Eric R. Anson
- Department of Otolaryngology, University of Rochester, Rochester, NY, United States
- Physical Therapy Department, University of Rochester, Rochester, NY, United States
- Department of Neuroscience, University of Rochester, Rochester, NY, United States
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Tracey AJ, Zynda AJ, Loftin MC, Pollard-McGrandy AM, Valovich McLeod TC, Covassin T. Concussion History and the Emotional and Behavioral Dyscontrol Domains of Health-Related Quality of Life in College Students. J Athl Train 2023; 58:759-766. [PMID: 37248508 PMCID: PMC11215738 DOI: 10.4085/1062-6050-0526.22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
CONTEXT Injury or illness can affect individual perceptions of health status and health-related quality of life (HRQOL). Concussion can result in different symptoms, impairments, and functional limitations that have been found to lower HRQOL. Furthermore, concussion is known to influence the emotional and behavioral dyscontrol domains of HRQOL in pediatric populations; however, this has yet to be explored in other populations. OBJECTIVE To compare individuals with and those without a concussion history and (1) HRQOL and (2) the emotional and behavioral dyscontrol domains of HRQOL in college students. DESIGN Cross-sectional study. SETTING University laboratory setting. PATIENTS OR OTHER PARTICIPANTS Of a total of 252 participants (155 women; age = 19.95 ± 1.53 years), 76 (30.2%) had a history of concussion and 176 (69.8%) did not. For participants with a history of concussion, the mean time since injury was 5.29 ± 2.77 years. MAIN OUTCOME MEASURE(S) The Patient-Reported Outcome Measures Information System (PROMIS) Global Health, version 1.1, and Quality of Life in Neurological Disorders Emotional and Behavioral Dyscontrol Short Form (Neuro-QOL). RESULTS No differences were seen between median scores in individuals with and those without a history of concussion in the PROMIS Physical Health (13.0 versus 14.0; P = .24), PROMIS Mental Health (12.0 versus 12.0; P = .99), and Neuro-QOL (16.0 versus 16.0; P = .47) scores. Additionally, when gender was controlled, the associations between a history of concussion and PROMIS Physical Health score (odds ratio [OR] = 1.04; 95% CI = 0.43, 2.52), PROMIS Mental Health score (OR = 0.66; 95% CI = 0.13, 3.25), and Neuro-QOL score (OR = 1.16; 95% CI = 0.66, 2.04) were not significant. CONCLUSIONS Preliminary findings suggested that the emotional and behavioral dyscontrol domains were not influenced by a concussion history of > 1 year in college-aged participants. Future researchers should continue to explore specific HRQOL domains affected by concussion as well as the influences of prior mental health conditions and behavioral dysfunction after a subsequent injury.
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Covassin T, Zynda AJ, Loftin MC, Pollard-McGrandy AM, Tracey AJ, Tomczyk CP. Changes in State and Trait Anxiety Throughout Concussion Recovery in High School- and College-Aged Individuals. J Athl Train 2023; 58:775-780. [PMID: 36972199 PMCID: PMC11215742 DOI: 10.4085/1062-6050-0536.22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2023]
Abstract
CONTEXT Researchers have indicated that individuals may experience anxiety symptoms after concussion. A potential mechanism for these presentations is shifts in anxiety throughout recovery. OBJECTIVE To examine the levels of state and trait anxiety in individuals after concussion throughout recovery compared with the levels in individuals serving as uninjured matched control participants. DESIGN Prospective cohort study. SETTING University laboratory. PATIENTS OR OTHER PARTICIPANTS Seventy-eight high school- and college-aged individuals (concussion group = 39, age = 18.4 ± 2.3 years; matched control group = 39, age = 18.4 ± 2.3 years) were enrolled. MAIN OUTCOME MEASURE(S) The State-Trait Anxiety Inventory was administered within 72 hours of injury (day 0: first test session), 5 days (±1 day) after the first test session (day 5), and at the time of full medical clearance (+2 days). Separate 2 × 3 repeated-measures analyses of variance were used to investigate differences in state and trait anxiety for each group throughout recovery. RESULTS State and trait anxiety were higher in the concussion group than in the control group at day 0, day 5, and full medical clearance. For state anxiety, we observed a group × time interaction (F2,150 = 10.45, P < .001, ƞp2 = 0.12). For trait anxiety, we did not note an interaction (F1.74,150 = 1.5, P = .22, ƞp2 = 0.02) but did find main effects for time (F1.74,150 = 25.7, P < .001, ƞp2 = 0.3) and group (F1,75 = 7.23, P = .01, ƞp2 = 0.09). CONCLUSIONS Participants with concussion experienced higher levels of state anxiety throughout recovery than matched control individuals. Although trait anxiety was higher in the concussion group and decreased over time, no interaction was seen, demonstrating that concussion may not affect this aspect of personality. Postinjury anxiety may result from increased state anxiety, and clinicians should screen for and manage these symptoms throughout recovery.
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Affiliation(s)
- Tracey Covassin
- Department of Kinesiology, Michigan State University, East Lansing
| | - Aaron J. Zynda
- Department of Kinesiology, Michigan State University, East Lansing
| | - Megan C. Loftin
- Department of Kinesiology, Michigan State University, East Lansing
| | | | - Allie J. Tracey
- Department of Kinesiology, Michigan State University, East Lansing
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Tracey AJ, Bateman AG, Baez SE, Covassin T. Effectiveness of interventions for the improvement of mental health and well-being post-concussion: a systematic review. Brain Inj 2023; 37:1135-1158. [PMID: 37256279 DOI: 10.1080/02699052.2023.2219901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2022] [Revised: 04/28/2023] [Accepted: 05/26/2023] [Indexed: 06/01/2023]
Abstract
OBJECTIVE To identify and assess the effectiveness and quality of interventions targeted at improving mental health, well-being, and psychosocial impairments post-concussion. DATA SOURCES EBSCOHost, SPORTSDiscus, PsychINFO, Medline (Web of Science), PubMed, and Embase databases. REVIEW METHODS This systematic review is reported in accordance with the preferred reporting items for systematic reviews and meta-analyses (PRISMA) statement in exercise, rehabilitation, sport medicine and sports science (PERSiST). Articles were included if they: (1) were randomized controlled trials or repeated measures pre-posttest study designs, (2) reported mild traumatic brain injury (mTBI) or concussion injury, and (3) evaluated interventions targeting mental health, well-being, and psychosocial impairments post-injury. RESULTS Twenty-three studies were included which evaluated interventions targeting mental health, well-being, and psychosocial impairments post-concussion. Interventions included cognitive rehabilitation (n = 7), psychotherapy (n = 7), psychoeducational (n = 3), neurocognitive training (n = 4), neurocognitive training combined with cognitive rehabilitation (n = 1), and psychotherapy combined with cognitive rehabilitation (n = 1). The seven (100%) cognitive rehabilitation intervention studies and four of the five (80%) neurocognitive training intervention studies observed significant improvements in mental health and well-being outcomes. CONCLUSIONS Cognitive rehabilitation and neurocognitive training may be the most effective interventions for mental health and well-being impairments post-concussion. Researchers and clinicians should continue to explore the effectiveness of these interventions, specifically in populations most impacted by concussion (i.e. athletes).
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Affiliation(s)
- Allie J Tracey
- Department of Kinesiology, Michigan State University, East Lansing, Michigan, USA
| | - André G Bateman
- Department of Sociology, Psychology and Social Work, The University of the West Indies, Kingston, Jamaica
| | - Shelby E Baez
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, North Carolina, USA
| | - Tracey Covassin
- Department of Kinesiology, Michigan State University, East Lansing, Michigan, USA
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McKee CS, Matthews M, Rankin A, Bleakley C. Multisystem recovery after sport-related concussion in adolescent rugby players: a prospective study protocol. BMJ Open 2023; 13:e073677. [PMID: 37532486 PMCID: PMC10401252 DOI: 10.1136/bmjopen-2023-073677] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 07/17/2023] [Indexed: 08/04/2023] Open
Abstract
INTRODUCTION Sport-related concussion is one of the most common injuries in adolescent rugby players with evidence of prolonged recovery in some concussed athletes. Concussion is a complex pathophysiological process that can affect a variety of subsystems with multifactorial presentation. Most research on adolescents recovery after concussion focuses on neurocognitive functioning and symptom outcomes over the short term. There is a need to explore concussion recovery over time across multiple subsystems in adolescent rugby players. METHODS AND ANALYSIS This prospective study will use sensorimotor and oculomotor outcomes in adolescent male and female rugby players aged 16-18 years. Players will be recruited from school or club rugby teams across the province of Ulster. Baseline assessment will be undertaken at the start of the playing season and will include questionnaires, Quantified Y Balance Test and Pupillary Light Reflex. Players who sustain a concussive event will be reassessed on all outcomes at 3 days, 7 days, 14 days, 23 days, 90 days, 180 days and 365 days postconcussion. For serial outcome data, we will examine response curves for each participant and make comparisons between known groups. We will use logistic regression to explore any association between demographic variables and recovery. The strength of the predictive model will be determined using R2, p values and ORs, with 95% CIs. ETHICS AND DISSEMINATION Ethical approval has been granted for this study from Ulster University Research Ethics Committee (REC/14/0060). This study will be published in an open-access research journal on completion. TRIAL REGISTRATION NUMBER ACTRN12622000931774p.
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Affiliation(s)
| | | | - Alan Rankin
- Sports Medicine NI, Belfast, UK
- Sports Medicine, Sports Institute of Northern Ireland, Newtownabbey, UK
| | - Chris Bleakley
- School of Health Sciences, Ulster University, Belfast, UK
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Rauchman SH, Placantonakis DG, Reiss AB. The National Football League and traumatic brain injury: blood-based evaluation at the game. Concussion 2023; 8:CNC111. [PMID: 38855759 PMCID: PMC10945610 DOI: 10.2217/cnc-2023-0011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 08/25/2023] [Indexed: 06/11/2024] Open
Abstract
#brain #injury in the #football #player - we need better #diagnosis and #prevention. #view our #latest #publication in the #journal Concussion @futuresciencegp on @thegame #Blood test #biomarker #innovation #safety @NFL.
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Affiliation(s)
| | | | - Allison B Reiss
- Department of Medicine & Biomedical Research Institute, NYU Grossman Long Island School of Medicine, Mineola, NY 11501, USA
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Lima Santos JP, Jia-Richards M, Kontos AP, Collins MW, Versace A. Emotional Regulation and Adolescent Concussion: Overview and Role of Neuroimaging. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:6274. [PMID: 37444121 PMCID: PMC10341732 DOI: 10.3390/ijerph20136274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 06/16/2023] [Accepted: 06/29/2023] [Indexed: 07/15/2023]
Abstract
Emotional dysregulation symptoms following a concussion are associated with an increased risk for emotional dysregulation disorders (e.g., depression and anxiety), especially in adolescents. However, predicting the emergence or worsening of emotional dysregulation symptoms after concussion and the extent to which this predates the onset of subsequent psychiatric morbidity after injury remains challenging. Although advanced neuroimaging techniques, such as functional magnetic resonance imaging and diffusion magnetic resonance imaging, have been used to detect and monitor concussion-related brain abnormalities in research settings, their clinical utility remains limited. In this narrative review, we have performed a comprehensive search of the available literature regarding emotional regulation, adolescent concussion, and advanced neuroimaging techniques in electronic databases (PubMed, Scopus, and Google Scholar). We highlight clinical evidence showing the heightened susceptibility of adolescents to experiencing emotional dysregulation symptoms following a concussion. Furthermore, we describe and provide empirical support for widely used magnetic resonance imaging modalities (i.e., functional and diffusion imaging), which are utilized to detect abnormalities in circuits responsible for emotional regulation. Additionally, we assess how these abnormalities relate to the emotional dysregulation symptoms often reported by adolescents post-injury. Yet, it remains to be determined if a progression of concussion-related abnormalities exists, especially in brain regions that undergo significant developmental changes during adolescence. We conclude that neuroimaging techniques hold potential as clinically useful tools for predicting and, ultimately, monitoring the treatment response to emotional dysregulation in adolescents following a concussion.
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Affiliation(s)
- João Paulo Lima Santos
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA; (M.J.-R.); (A.V.)
| | - Meilin Jia-Richards
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA; (M.J.-R.); (A.V.)
| | - Anthony P. Kontos
- Department of Orthopaedic Surgery, UPMC Sports Concussion Program, University of Pittsburgh, Pittsburgh, PA 15213, USA; (A.P.K.); (M.W.C.)
| | - Michael W. Collins
- Department of Orthopaedic Surgery, UPMC Sports Concussion Program, University of Pittsburgh, Pittsburgh, PA 15213, USA; (A.P.K.); (M.W.C.)
| | - Amelia Versace
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA; (M.J.-R.); (A.V.)
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Coenen J, Reinsberger C. Neurophysiological Markers to Guide Return to Sport After Sport-Related Concussion. J Clin Neurophysiol 2023; 40:391-397. [PMID: 36930211 DOI: 10.1097/wnp.0000000000000996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2023] Open
Abstract
SUMMARY Sport-related concussion (SRC) has been defined as a subset of mild traumatic brain injury (mTBI), without structural abnormalities, reflecting a functional disturbance. Over the past decade, SRC has gained increasing awareness and attention, which coincides with an increase in incidence rates. Because this injury has been considered one of the most challenging encounters for clinicians, there is a need for objective biomarkers to aid in diagnosis (i.e., presence/severity) and management (i.e., return to sport) of SRC/mTBI.The primary aim of this article was to present state-of-the-art neurophysiologic methods (e.g., electroencephalography, magnetoencephalography, transcranial magnetic stimulation, and autonomic nervous system) that are appropriate to investigate the complex pathophysiological process of a concussion. A secondary aim was to explore the potential for evidence-based markers to be used in clinical practice for SRC management. The article concludes with a discussion of future directions for SRC research with specific focus on clinical neurophysiology.
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Affiliation(s)
- Jessica Coenen
- Department of Exercise and Health, Institute of Sports Medicine, Paderborn University, Paderborn, Germany; and
| | - Claus Reinsberger
- Department of Exercise and Health, Institute of Sports Medicine, Paderborn University, Paderborn, Germany; and
- Department of Neurology, Division of Epilepsy and Clinical Neurophysiology, Brigham and Women's Hospital, Boston, Massachusetts
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Grigg-Damberger MM. Sleep/Wake Disorders After Sports Concussion: Risks, Revelations, and Interventions. J Clin Neurophysiol 2023; 40:417-425. [PMID: 36930200 DOI: 10.1097/wnp.0000000000000931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2023] Open
Abstract
SUMMARY Sleep-wake disturbances (SWDs) are among the most prevalent, persistent, and often disregarded sequelae of traumatic brain injury. Identification and treatment of SWDs in patients with traumatic brain injury is important and can complement other efforts to promote maximum functional recovery. SWDs can accentuate other consequences of traumatic brain injury, negatively affect mood, exacerbate pain, heighten irritability, and diminish cognitive abilities and the potential for recovery. The risk for sports injuries increases when athletes are sleep deprived. Sleep deprivation increases risk-taking behaviors, predisposing to injuries. SWDs are an independent risk factor for prolonged recovery after sports-related concussion. SWDs following sports-related concussion have been shown to impede recovery, rehabilitation, and return to preinjury activities.
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Elbin RJ, Trbovich A, Womble MN, Mucha A, Fedor S, Stephenson K, Holland C, Dollar C, Sparto P, Durfee K, Patterson CG, Smith CN, Huppert TJ, Okonkwo DO, Collins MW, Kontos AP. Targeted multidomain intervention for complex mTBI: protocol for a multisite randomized controlled trial in military-age civilians. Front Neurol 2023; 14:1085662. [PMID: 37456641 PMCID: PMC10349652 DOI: 10.3389/fneur.2023.1085662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 06/14/2023] [Indexed: 07/18/2023] Open
Abstract
Background Mild traumatic brain injury (mTBI) affects ~18,000 military personnel each year, and although most will recover in 3-4 weeks, many experience persisting symptoms and impairment lasting months or longer. Current standard of care for U.S. military personnel with complex mTBI involves initial (<48 h) prescribed rest, followed by behavioral (e.g., physical activity, sleep regulation, stress reduction, hydration, nutrition), and symptom-guided management. There is growing agreement that mTBI involves different clinical profiles or subtypes that require a comprehensive multidomain evaluation and adjudication process, as well as a targeted approach to treatment. However, there is a lack of research examining the effectiveness of this approach to assessing and treating mTBI. This multisite randomized controlled trial (RCT) will determine the effectiveness of a targeted multidomain (T-MD) intervention (anxiety/mood, cognitive, migraine, ocular, vestibular; and sleep, autonomic) compared to usual care (behavioral management) in military-aged civilians with complex mTBI. Methods This study employs a single-blinded, two-group repeated measures design. The RCT will enroll up to 250 military-aged civilians (18-49 yrs) with a diagnosed complex mTBI within 8 days to 6 months of injury from two concussion specialty clinics. The two study arms are a T-MD intervention and a usual care, behavioral management control group. All participants will complete a comprehensive, multidomain clinical evaluation at their first clinical visit. Information gathered from this evaluation will be used to adjudicate mTBI clinical profiles. Participants will then be randomized to either the 4-week T-MD or control arm. The T-MD group will receive targeted interventions that correspond to the patient's clinical profile (s) and the control group will receive behavioral management strategies. Primary outcomes for this study are changes from enrollment to post-intervention on the Neurobehavioral Symptom Inventory (NSI), Patient Global Impression of Change (PGIC), and functional near-infrared spectroscopy (fNIRS). Time to return to activity (RTA), and healthcare utilization costs will also be assessed. Discussion Study findings may inform a more effective approach to treat complex mTBI in military personnel and civilians, reduce morbidity, and accelerate safe return-to-duty/activity. Ethics and dissemination The study is approved by the University of Pittsburgh Institutional Review board and registered at clinicaltrials.gov. Dissemination plans include peer-reviewed publications and presentations at professional meetings. Clinical Trial Registration www.clinicaltrials.gov, identifier: NCT04549532.
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Affiliation(s)
- R. J. Elbin
- Office for Sport Concussion Research, Department of Health, Human Performance and Recreation, University of Arkansas, Fayetteville, AR, United States
| | - Alicia Trbovich
- UPMC Sports Medicine Concussion Program, Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
| | - Melissa N. Womble
- Inova Sports Medicine Concussion Program, Fairfax, VA, United States
| | - Anne Mucha
- UPMC Centers for Rehab Services, Pittsburgh, PA, United States
| | - Sheri Fedor
- Inova Physical Therapy Center, Fairfax, VA, United States
| | - Katie Stephenson
- College of Osteopathic Medicine, University of New England, Biddeford, ME, United States
| | - Cyndi Holland
- UPMC Sports Medicine Concussion Program, Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
| | - Christina Dollar
- Inova Sports Medicine Concussion Program, Fairfax, VA, United States
| | - Patrick Sparto
- School of Health and Rehabilitation Sciences, Department of Physical Therapy, University of Pittsburgh, Pittsburgh, PA, United States
| | - Kori Durfee
- Office for Sport Concussion Research, Department of Health, Human Performance and Recreation, University of Arkansas, Fayetteville, AR, United States
| | - Charity G. Patterson
- School of Health and Rehabilitation Sciences, Department of Physical Therapy, University of Pittsburgh, Pittsburgh, PA, United States
| | - Clair N. Smith
- School of Health and Rehabilitation Sciences, Department of Physical Therapy, University of Pittsburgh, Pittsburgh, PA, United States
| | - Theodore J. Huppert
- Department of Electrical and Computer Engineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, United States
| | - David O. Okonkwo
- Department of Neurological Surgery, School of Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | - Michael W. Collins
- UPMC Sports Medicine Concussion Program, Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
| | - Anthony P. Kontos
- UPMC Sports Medicine Concussion Program, Department of Orthopaedic Surgery, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
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Panayi N, Schulz P, He P, Hanna B, Lifshitz J, Rowe R, Sierks MR. Traumatic brain injury in mice generates early-stage Alzheimer's disease related protein pathology that correlates with neurobehavioral deficits. RESEARCH SQUARE 2023:rs.3.rs-2865501. [PMID: 37205508 PMCID: PMC10187431 DOI: 10.21203/rs.3.rs-2865501/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Traumatic brain injury (TBI) increases the long-term risk of neurodegenerative diseases, including Alzheimer's disease (AD). Here, we demonstrate that protein variant pathology generated in brain tissue of an experimental TBI mouse model is similar to protein variant pathology observed in human ADbrains, and that subacute accumulation of two AD associated variants of amyloid beta (Aβ) and tau in the TBI mouse model correlated with behavioral deficits. Male C57BL/6 mice were subjected to midline fluid percussion injury or to sham injury, after which sensorimotor function (rotarod, neurological severity score), cognitive deficit (novel object recognition), and affective deficits (elevated plus maze, forced swim task) were assessed at different days post-injury (DPI). Protein pathology at 7, 14, and 28 DPI was measured in multiple brain regions using an immunostain panel of reagents selectively targeting different neurodegenerative disease-related variants of Aβ, tau, TDP-43, and alpha-synuclein. Overall, TBI resulted in sensorimotor deficits and accumulation of AD-related protein variant pathology near the impact site, both of which returned to sham levels by 14 DPI. Individual mice, however, showed persistent behavioral deficits and/or accumulation of selected toxic protein variants at 28 DPI. Behavioral outcomes of each mouse were correlated with levels of seven different protein variants in ten brain regions at specific DPI. Out of 21 significant correlations between protein variant levels and behavioral deficits, 18 were with variants of Aβ or tau. Correlations at 28 DPI were all between a single Aβ or tau variant, both of which are strongly associated with human AD cases. These data provide a direct mechanistic link between protein pathology resulting from TBI and the hallmarks of AD.
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Affiliation(s)
| | | | | | | | - Jonathan Lifshitz
- University of Arizona College of Pharmacy: The University of Arizona College of Medicine Phoenix
| | - Rachel Rowe
- University of Colorado at Boulder: University of Colorado Boulder
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Nolan KE, Caccese JB, Kontos AP, Buckley TA, Garcia GGP, Port N, Broglio SP, McAllister TW, McCrea M, Pasquina PF, Hayes JP. Primary and Secondary Risk Factors Associated With Concussion Symptom Clusters in Collegiate Athletes: Results From the NCAA-DoD Grand Alliance CARE Consortium. Orthop J Sports Med 2023; 11:23259671231163581. [PMID: 37077715 PMCID: PMC10108418 DOI: 10.1177/23259671231163581] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Accepted: 09/26/2022] [Indexed: 04/21/2023] Open
Abstract
Background There is a broad and diverse range of symptoms after a concussion, from irritability to nausea. This heterogeneity of symptoms is a challenge for clinicians managing the different presentations among injuries. Prior research has investigated the structure of postconcussive symptoms to determine if they can be grouped into clusters of related symptoms. Purpose/Hypothesis The purpose of this study was to identify symptom clusters during the acute phase after a sports-related concussion using exploratory factor analysis and to understand the relationship between risk factors for postconcussion symptoms (ie, demographics, injury characteristics, mental health, and sleep qualities) and different symptom clusters. We hypothesized that certain factors would be predictive of specific symptom clusters. Study Design Cross-sectional study; Level of evidence, 3. Methods Collegiate athletes (N = 1104) from the Concussion, Assessment, Research, and Education (CARE) Consortium completed the Sport Concussion Assessment Tool-Third Edition symptom assessment tool 24 to 48 hours after concussion. Exploratory factor analysis was conducted on the symptom evaluation to determine symptom clusters 24 to 48 hours after concussion. Regression analysis was used to examine the effects of pre- and postinjury characteristics. Results Exploratory factor analysis revealed a 4-cluster structure for acute postconcussive symptoms that explained 62% of the variance in symptom reporting: vestibular-cognitive, migrainous, cognitive fatigue, and affective. Delayed reporting, less sleep before assessment, female sex, and being hurt outside of competition (during practice/training) was correlated with increased symptoms for 4 symptom clusters. Depression predicted higher vestibular-cognitive and affective symptoms. Amnesia was correlated with higher vestibular-cognitive and migrainous symptoms, whereas migraine history was associated with more migrainous and affective symptoms. Conclusion Symptoms can be grouped into 1 of 4 distinct clusters. Certain variables were associated with increased symptoms across multiple clusters and may be indicative of greater injury severity. Other factors (ie, migraine history, depression, amnesia) were associated with a more specific symptom presentation and may be mechanistically related to concussion outcomes and biological markers.
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Affiliation(s)
- Kate E. Nolan
- Department of Psychology, The Ohio State University, Columbus, Ohio, USA
| | | | - Anthony P. Kontos
- University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | | | | | | | | | | | | | - Paul F. Pasquina
- Uniformed Services University of the Health Sciences and Walter Reed National Military Medical Center, Bethesda, Maryland, USA
| | - Jasmeet P. Hayes
- Department of Psychology, The Ohio State University, Columbus, Ohio, USA
- Jasmeet P. Hayes, PhD, Department of Psychology, The Ohio State University, 1835 Neil Ave, Columbus, OH 43215, USA ()
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Teare-Ketter A, Ebert J, Todd H. The Implementation of a Return-to-Play Protocol with Standardized Physical Therapy Referrals in a Collegiate Football Program: PT's Role in Return-to-Play, A Clinical Commentary. Int J Sports Phys Ther 2023; 18:513-525. [PMID: 37020444 PMCID: PMC10069397 DOI: 10.26603/001c.73074] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Accepted: 01/28/2023] [Indexed: 04/03/2023] Open
Abstract
Sport-related concussions (SRCs) are multi-faceted injuries requiring coordinated care for return-to-play (RTP). Although the number of concussions in collegiate football is increasing annually, there is poor standardization among RTP protocols. Recent evidence suggests there is an increased risk of lower extremity injury, neuropsychiatric consequences, and re-injury after SRC, and risk factors for a prolonged recovery from SRC have also been identified. Evidence demonstrates a faster RTP and improved outcomes with early physical therapy intervention; however, this is not yet common practice in the treatment of acute SRC. There is little guidance available on the development and implementation of a multidisciplinary RTP rehabilitation protocol for SRC that incorporates standardized physical therapy. By describing an evidence-based RTP protocol with standardized physical therapy management, and measures taken to implement this protocol, this clinical commentary aims to identify steps in treating SRC that can be used to improve recovery. The purpose of this commentary is to: a) survey the current state of standardization of RTP protocols in collegiate football; b) highlight the development and implementation of a RTP protocol with standardized physical therapy referral and management in an NCAA Division II collegiate football program; and c) describe results of a full-season pilot study, including time to evaluation, time to RTP, rate of re-injury or lower extremity injury, and the clinical significance of protocol implementation. Level of Evidence Level V.
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Affiliation(s)
| | | | - Hunter Todd
- Physical Therapy and Rehabilitation Atrium Health Floyd
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Miner D, Harper B. Combined Neurocognitive and Exercise Tolerance Testing Improves Objectivity of Buffalo Concussion Treadmill Test. J Sport Rehabil 2023:1-7. [PMID: 36940684 DOI: 10.1123/jsr.2022-0354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 12/23/2022] [Accepted: 01/26/2023] [Indexed: 03/23/2023]
Abstract
CONTEXT The Buffalo Concussion Treadmill Test (BCTT) is a standard assessment of exercise tolerance utilized for exercise prescription following concussion and to inform decisions regarding return to play. One limitation of the BCTT is that interpretation of test results is dependent on individuals' self-report of symptom exacerbation with exertion. Symptoms following concussion are significantly underreported or unreported. Combining objective neurocognitive assessment with exercise tolerance testing may enable clinicians to objectively identify those requiring further assessment or rehabilitation before return to play. The purpose of this study was to investigate how performance on a neurocognitive assessment battery is affected by provocative exercise testing. DESIGN Prospective cohort study, pretest/posttest. METHODS A total of 30 participants included 13 women (43.3%), age 23.4 (1.93) years, height 173.56 (10) cm, weight 77.35 (16.3) kg, and 11 (36.7%) with history of concussion. All participants completed a neurocognitive assessment battery, including the Stroop Test and standardized assessments of working memory, attention, and information processing speed/accuracy in single-task (seated position) and dual-task conditions (walking on a treadmill at 2.0 miles per hour). The neurocognitive assessment battery was performed at baseline and after the standard BCTT test protocol. RESULTS BCTT: Average percentage of heart rate maximum (%HRmax) = 93.97% (4.8%); average maximum rating of perceived exertion = 18.6 (1.5). Time-based performance in single-task and dual-task conditions significantly improved from baseline (P < .05) following maximal exercise testing on the BCTT for the following neurocognitive assessments: concentration-reverse digits, Stroop congruent, and Stroop incongruent. CONCLUSIONS Healthy participants demonstrated improvements across multiple domains of neurocognitive performance following the exercise tolerance testing on the BCTT. Understanding normal responses in neurocognitive performance for healthy individuals following exercise tolerance testing may allow clinicians to more objectively monitor the trajectory of recovery following sports-related concussion.
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Affiliation(s)
- Daniel Miner
- Department of Physical Therapy, Radford University Carilion, Roanoke, VA,USA
| | - Brent Harper
- Department of Physical Therapy, Chapman University, Irvine, CA,USA
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Concussion in Ladies Gaelic Football: Self-reported History, Clinical Profiles, and Management Behavior. Clin J Sport Med 2023; 33:157-164. [PMID: 36473235 DOI: 10.1097/jsm.0000000000001090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 09/14/2022] [Indexed: 12/12/2022]
Abstract
OBJECTIVE To describe the prevalence, characteristics, and management behavior of self-reported sport-related concussion (SRC) in Ladies Gaelic Football (LGF) players. DESIGN Cross-sectional study. SETTING Online survey distributed to LGF clubs throughout Ireland. PARTICIPANTS Elite and nonelite adult LGF players (n = 657). INTERVENTIONS Participants were recruited by convenience sampling and answered an online survey. Questions on demographic characteristics, SRC history, symptoms, injury characteristics, and management behavior after SRCs that occurred while playing LGF during the previous season were included. MAIN OUTCOME MEASURES Overall concussion history, occurrence of an SRC during the previous LGF season, clinical profile scores, characteristics (eg mechanism and setting), and management behavior (eg following a graded RTP program) after SRCs that occurred during the previous season. RESULTS Approximately one-fifth (17.5%) of participants sustained a suspected or diagnosed SRC during the previous season, which was higher among elite (26.1%) than nonelite (15.3%) players ( P < 0.01). The highest scoring clinical profiles were the ocular and migraine profiles. Only 3.5% of respondents adhered to all SRC management recommendations. Although players who reported a medically diagnosed versus a suspected SRC more often followed these guidelines, SRC management beyond the initial phase of injury remained inadequate. CONCLUSION SRC is common in LGF; however, adherence to recommended management guidelines is poor, even among players who receive medical assistance. In particular, few LGF athletes receive clinical concussion care beyond the initial diagnosis and acute management phase. Further research is needed to examine the underlying reasons for poor SRC management in LGF, which will guide the development of future sport-specific interventions.
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Stephenson K, Womble MN, Frascoia C, Eagle SR, Covassin T, Kontos AP, Collins MW, Elbin RJ. Sex Differences on the Concussion Clinical Profiles Screening in Adolescents With Sport-Related Concussion. J Athl Train 2023; 58:65-70. [PMID: 35476058 PMCID: PMC9913053 DOI: 10.4085/1062-6050-0670.21] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
CONTEXT Sex differences influence symptom presentations after sport-related concussion and may be a risk factor for certain concussion clinical profiles. OBJECTIVE To examine sex differences on the Concussion Clinical Profile Screen (CP Screen) in adolescents after sport-related concussion. DESIGN Cross-sectional study. SETTING A concussion specialty clinic. PATIENTS OR OTHER PARTICIPANTS A total of 276 adolescent (age = 15.02 ± 1.43 years; girls = 152 [55%]) athletes with a recently diagnosed concussion (≤30 days). MAIN OUTCOME MEASURE(S) The 5 CP Screen profiles (anxiety mood, cognitive fatigue, migraine, vestibular, ocular) and 2 modifiers (neck, sleep), symptom total, and symptom severity scores were compared using a series of Mann-Whitney U tests between boys and girls. RESULTS Girls (n = 152) scored higher than boys (n = 124) on the cognitive fatigue (U = 7160.50, z = -3.46, P = .001) and anxiety mood (U = 7059, z = -3.62, P < .001) factors but not on the migraine (U = 7768, z = -2.52, P = .01) factor. Girls also endorsed a greater number of symptoms (n = 124; U = 27233, z = -3.33, P = .001) and scored higher in symptom severity (U = 7049, z = -3.60, P < .001) than boys. CONCLUSIONS Among adolescents, symptom endorsement on the CP Screen varied based on sex, and clinicians need to be aware of these differences, especially when evaluating postconcussion presentation in the absence of baseline data.
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Affiliation(s)
- Katie Stephenson
- Department of Health, Human Performance and Recreation/Office for Sport Concussion Research, University of Arkansas, Fayetteville
| | | | - Chelsea Frascoia
- Department of Health, Human Performance and Recreation/Office for Sport Concussion Research, University of Arkansas, Fayetteville
| | - Shawn R Eagle
- University of Pittsburgh Sports Medicine Concussion Program, University of Pittsburgh Medical Center, PA
| | - Tracey Covassin
- Department of Kinesiology, Michigan State University, Lansing
| | - Anthony P Kontos
- University of Pittsburgh Sports Medicine Concussion Program, University of Pittsburgh Medical Center, PA
| | - Michael W Collins
- University of Pittsburgh Sports Medicine Concussion Program, University of Pittsburgh Medical Center, PA
| | - R J Elbin
- Department of Health, Human Performance and Recreation/Office for Sport Concussion Research, University of Arkansas, Fayetteville
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Wallace J, Beidler E, Covassin T, Hibbler T, Schatz P. Understanding racial differences in computerized neurocognitive test performance and symptom-reporting to deliver culturally competent patient-centered care for sport-related concussion. APPLIED NEUROPSYCHOLOGY. ADULT 2023; 30:91-100. [PMID: 33980084 DOI: 10.1080/23279095.2021.1912047] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
OBJECTIVE This study examined neurocognitive performance and symptoms between concussed Black and White collegiate athletes at baseline, post-injury, and change from baseline to post-injury. METHOD The Immediate Post-Concussion Assessment and Cognitive Test (ImPACT) was used to measure neurocognitive performance and four concussion symptom clusters for 235 concussed collegiate athletes. Between-groups differences were documented at baseline and post-injury, along with change in scores for sex/race, and sport/race groups, using ANOVAs. Baseline scores, and days-to-post-test were covariates in post-injury comparisons. Symptom endorsement by race was evaluated using chi-square analyses. RESULTS At baseline, group comparisons by race and sex showed that Black male/female athletes scored lower on reaction time (RT; p = .008), White females scored higher on verbal memory (VerbMem; p = .001), Black females scored lower on visual motor processing speed (VMS; p = .001), and Black football athletes scored slower/poorer on RT (p = .001) and VMS (p = .006). Post-injury, Black males scored lower on visual memory (VisMem; p = .005) and VMS (p = .002), and Black football athletes scored slower on VMS (p = .005), whereas White non-football athletes scored higher on VerbMem (p = .002) and reported fewer symptoms. Significant time-by-sport/race interactions were found for VerbMem (p < .001), VisMem (p < .001) and reported symptoms. With respect to post-injury symptom scores/endorsement, Black athletes scored significantly higher for physical (p = .01) and sleep (p = .01) symptoms. CONCLUSION These findings drive the conversation of how subjective measures of symptoms, and objective clinical concussion measures, may relate to the concussion recovery process and providing a culturally competent clinical management approach for diverse patients.
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Affiliation(s)
- Jessica Wallace
- Department of Health Science, The University of Alabama, Tuscaloosa, Alabama, USA
| | - Erica Beidler
- Department of Athletic Training, Duquesne University, Pittsburgh, Pennsylvania, USA
| | - Tracey Covassin
- Department of Kinesiology, Michigan State University, East Lansing, Michigan, USA
| | - Tamaria Hibbler
- Department of Athletics, Michigan State University, East Lansing, Michigan, USA
| | - Philip Schatz
- Department of Psychology, Saint Joseph's University, Philadelphia, Pennsylvania, USA
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Stephenson K, Womble MN, Eagle S, Collins MW, Kontos AP, Elbin RJ. Symptom Provocation Following Post-concussion Computerized Neurocognitive Testing and Its Relationship to Other Clinical Measures of Concussion. ARCHIVES OF CLINICAL NEUROPSYCHOLOGY : THE OFFICIAL JOURNAL OF THE NATIONAL ACADEMY OF NEUROPSYCHOLOGISTS 2022; 38:548-556. [PMID: 36566500 DOI: 10.1093/arclin/acac103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/14/2022] [Indexed: 12/26/2022]
Abstract
OBJECTIVE The objective of this study was to document the prevalence of post-computerized neurocognitive test (post-CNT) increases in symptoms in athletes with sport-related concussion, and to examine the effect of post-CNT symptom increases on concussion neurocognitive and vestibular/ocular motor clinical outcomes. METHODS This was a retrospective analysis of medical records from a concussion specialty clinic. Two hundred and three athletes (M = 16.48 ± 1.97 years; 44% [90/203] female) completed a clinical visit for concussion within 30 days of injury (M = 7.73 ± 5.54 days). Computerized neurocognitive testing (the Immediate Post-concussion Assessment and Cognitive Testing: ImPACT), the Post-Concussion Symptom Scale (PCSS), and the Vestibular Ocular Motor Screening (VOMS) were the main outcome measures for the current study. RESULTS Sixty-nine percent (141/203) of the sample did not report significant increases in PCSS scores following post-concussion CNT and were classified into a No Provocation (NO PROV) group. Thirty-one percent (62/203) of participants did report a significant increase in symptoms following post-concussion CNT and were classified into a Provocation (PROV) group. Neurocognitive performance was similar between groups. However, the PROV group reported significantly higher scores on the VOMS symptom items than the NO PROV group. CONCLUSIONS The majority of adolescent athletes can complete a post-concussion CNT without experiencing significant increases in concussion symptoms. Individuals that report symptom increases from completing a post-concussion CNT are more likely to exhibit increased vestibular/ocular motor symptoms. These findings underscore the relationship between the clinical findings from both CNT and vestibular/ocular motor measures following concussion.
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Affiliation(s)
- Katie Stephenson
- Department of Health, Human Performance and Recreation/Office for Sport Concussion Research, University of Arkansas, Fayetteville, AR 72703, USA
| | - Melissa N Womble
- Inova Sports Medicine Concussion Program, Inova Hospital, Fairfax, VA 22031, USA
| | - Shawn Eagle
- UPMC Sports Medicine Concussion Program - Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA 15203, USA
| | - Michael W Collins
- UPMC Sports Medicine Concussion Program - Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA 15203, USA
| | - Anthony P Kontos
- UPMC Sports Medicine Concussion Program - Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA 15203, USA
| | - R J Elbin
- Department of Health, Human Performance and Recreation/Office for Sport Concussion Research, University of Arkansas, Fayetteville, AR 72703, USA
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Trbovich AM, Preszler J, Emami K, Cohen P, Eagle S, Collins MW, Kontos AP. Is Overparenting Associated with Adolescent/Young Adult Emotional Functioning and Clinical Outcomes Following Concussion? Child Psychiatry Hum Dev 2022; 53:1231-1239. [PMID: 34136979 DOI: 10.1007/s10578-021-01204-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/04/2021] [Indexed: 10/21/2022]
Abstract
Overparenting (O-P), or "helicopter" parenting, has warranted increased attention across the past decade. It is characterized as being overly involved, protective, and low on granting autonomy, and is associated with deleterious psychosocial outcomes outside of the concussion literature. This study examined the association of overparenting and patient emotional distress and clinical outcomes (i.e., symptoms, neurocognitive test scores, recovery time) post-concussion. Adolescents/young adult concussion patients (injury < 30 days) and parents (N = 101 child-parent dyads) participated. Patient participants completed measures of depression, anxiety, stress, and concussion clinical outcomes while parents concurrently completed an overparenting measure. Results of a general linear model found that overparenting was associated with higher anxiety and stress report of the child. Overparenting had a significant positive correlation with concussion recovery, although of a small magnitude. Emotional distress level, but not overparenting, was moderately associated with worse performance on clinical outcomes, including neurocognitive testing, vestibular/ocular motor dysfunction, and concussion symptom severity.
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Affiliation(s)
- Alicia M Trbovich
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center (UPMC) Sports Medicine Concussion Program, University of Pittsburgh, 3200 S. Water St. Pittsburgh, Pittsburgh, PA, 15203, USA.
| | - Jonathan Preszler
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center (UPMC) Sports Medicine Concussion Program, University of Pittsburgh, 3200 S. Water St. Pittsburgh, Pittsburgh, PA, 15203, USA
| | - Kouros Emami
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center (UPMC) Sports Medicine Concussion Program, University of Pittsburgh, 3200 S. Water St. Pittsburgh, Pittsburgh, PA, 15203, USA
| | - Paul Cohen
- WakeMed Concussion Program, WakeMed Health and Hospitals, 3000 New Bern Ave, Raleigh, NC, 27610, USA
| | - Shawn Eagle
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center (UPMC) Sports Medicine Concussion Program, University of Pittsburgh, 3200 S. Water St. Pittsburgh, Pittsburgh, PA, 15203, USA
| | - Michael W Collins
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center (UPMC) Sports Medicine Concussion Program, University of Pittsburgh, 3200 S. Water St. Pittsburgh, Pittsburgh, PA, 15203, USA
| | - Anthony P Kontos
- Department of Orthopaedic Surgery, University of Pittsburgh Medical Center (UPMC) Sports Medicine Concussion Program, University of Pittsburgh, 3200 S. Water St. Pittsburgh, Pittsburgh, PA, 15203, USA
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Hai T, Agimi Y, Stout K. Clusters of conditions among US service members diagnosed with mild TBI from 2017 through 2019. Front Neurol 2022; 13:976892. [DOI: 10.3389/fneur.2022.976892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 10/17/2022] [Indexed: 11/10/2022] Open
Abstract
BackgroundMany US Military Service Members (SMs) newly diagnosed with mild Traumatic Brain Injury (mTBI) may exhibit a range of symptoms and comorbidities, making for a complex patient profile that challenges clinicians and healthcare administrators. This study used clustering techniques to determine if conditions co-occurred as clusters among those newly injured with mTBI and up to one year post-injury.MethodsWe measured the co-occurrence of 41 conditions among SMs diagnosed with mTBI within the acute phase, one or three months post-mTBI diagnosis, and chronic phase, one year post-mTBI diagnosis. Conditions were identified from the literature, clinical subject matter experts, and mTBI care guidelines. The presence of conditions were based on medical encounters recorded within the military health care data system. Through a two-step approach, we identified clusters. Principal component analysis (PCA) determined the optimal number of clusters, and hierarchical cluster analyses (HCA) identified the composition of clusters. Further, we explored how the composition of these clusters changed over time.ResultsOf the 42,018 SMs with mTBI, 23,478 (55.9%) had at least one condition of interest one-month post-injury, 26,831 (63.9%) three months post-injury, and 29,860 (71.1%) one year post injury. Across these three periods, six clusters were identified. One cluster included vision, cognitive, ear, and sleep disorders that occurred one month, three months, and one year post-injury. Another subgroup included psychological conditions such as anxiety, depression, PTSD, and other emotional symptoms that co-occurred in the acute and chronic phases post-injury. Nausea and vomiting symptoms clustered with cervicogenic symptoms one month post-injury, but later shifted to other clusters. Vestibular disorders clustered with sleep disorders and headache disorders one-month post-injury and included numbness and neuropathic pain one year post-injury. Substance abuse symptoms, alcohol disorders, and suicidal attempt clustered one year post-injury in a fifth cluster. Speech disorders co-occurred with headache disorders one month and one year post-injury to form a sixth cluster.ConclusionPCA and HCA identified six distinct subgroups among newly diagnosed mTBI patients during the acute and chronic phases post-injury. These subgroups may help clinicians better understand the complex profile of SMs newly diagnosed with mTBI.
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Oliver B, Ashton J, Welsby G, Simpson A. A comparison of the knowledge and attitudes of concussion within higher and lower leagues of the community rugby union game. Phys Ther Sport 2022; 58:151-159. [DOI: 10.1016/j.ptsp.2022.10.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 10/13/2022] [Accepted: 10/14/2022] [Indexed: 11/06/2022]
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