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Groh JR, Yhang E, Tripodis Y, Palminsano J, Martin B, Burke E, Bhatia U, Mez J, Stern RA, Gunstad J, Alosco ML. Health outcomes of former division I college athletes. Brain Inj 2025; 39:88-98. [PMID: 39306858 DOI: 10.1080/02699052.2024.2405209] [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: 01/09/2024] [Revised: 09/06/2024] [Accepted: 09/11/2024] [Indexed: 10/25/2024]
Abstract
BACKGROUND Former professional collision sport (CS) athletes, particularly American football players, are at risk of developing chronic health conditions; however, little is known about the health outcomes of amateur athletes. METHODS A 60-item health survey examined self-reported symptoms and diagnoses among former Division 1 Collegiate CS athletes and non- or limited-contact sport (non-CS) athletes. Binary logistic regressions tested the association between playing CS and health outcomes. RESULTS Five hundred and two (6.2%) participants completed the survey: 160 CS athletes (mean age: 59.2, SD = 16.0) and 303 non-CS athletes (mean age: 54.0, SD = 16.9). CS athletes had increased odds of reported cognitive complaints and neuropsychiatric symptoms including memory (Padj < 0.01), attention/concentration (Padj = 0.01), problem solving/multi-tasking (Padj = 0.05), language (Padj = 0.02), anxiety (Padj = 0.04), impulsivity (Padj = 0.02), short-fuse/rage/explosivity (Padj < 0.001), and violence/aggression (Padj = 0.02). CS athletes also reported higher rates of sleep apnea (Padj = 0.02). There were no group differences in cardiovascular and physical health outcomes. CONCLUSIONS Former CS athletes reported more cognitive and neuropsychiatric complaints. The low response rate is a limitation of this study; however, over 500,000 athletes play college sports each year, thus research on long-term health outcomes in this population is critical.
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Affiliation(s)
- Jenna R Groh
- Graduate Medical Sciences, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Eukyung Yhang
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Yorghos Tripodis
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Joseph Palminsano
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Brett Martin
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Erin Burke
- Department of Psychology, Kent State University, Kent, OH, USA
| | - Urja Bhatia
- Department of Psychology, Kent State University, Kent, OH, USA
| | - Jesse Mez
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Robert A Stern
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Neurosurgery, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Anatomy and Neurobiology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - John Gunstad
- Department of Psychology, Kent State University, Kent, OH, USA
| | - Michael L Alosco
- Department of Neurology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
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Bagherian A, Abbasi Ghiri A, Ramzanpour M, Wallace J, Elashy S, Seidi M, Memar M. Position-based assessment of head impact frequency, severity, type, and location in high school American football. Front Bioeng Biotechnol 2025; 12:1500786. [PMID: 39877265 PMCID: PMC11772367 DOI: 10.3389/fbioe.2024.1500786] [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: 09/23/2024] [Accepted: 12/26/2024] [Indexed: 01/31/2025] Open
Abstract
Introduction Research on head impact characteristics, especially position-specific investigations in football, has predominantly focused on collegiate and professional levels, leaving a gap in understanding the risks faced by high school players. Therefore, this study aimed to investigate the effect of three factors-player position, impact location, and impact type-on the frequency, severity, and characteristics of impacts in high school American football. Additionally, we examined whether and how player position influences the distribution of impact locations and types. Methods Sixteen high school football players aged 14 to 17 participated in this study. Validated mouthguard sensors measured head impact kinematics, including linear acceleration, angular acceleration, and angular velocity across ten games, and were used to identify impact locations on the head. Video recordings verified true impacts, player position, and impact type at the moment of each recorded impact. Head impact kinematics were input into a head finite element model to determine the 95th percentile of the maximum principal strain and strain rate. Several novel and systematic approaches, such as normalization, binning, and clustering, were introduced and utilized to investigate the frequency and severity of head impacts across the three aforementioned factors while addressing some of the limitations of previous methodologies in the field. To that end, the number of recorded impacts for each player position during each game was divided by the number of players in that position, and then averaged across ten games. Instead of averaging, impacts were categorized into four severity bins: low, mid-low, mid-high and high. Clusters for the three factors were also identified according to the characteristics of impacts. Results and Discussion Results revealed that offensive linemen and running backs experienced a higher normalized frequency and more severe impacts across all head kinematics and brain tissue deformation parameters. Frontal impacts, resulting from "head-to-head" impacts, were the most frequent and severe impact locations. The distributions of impact location and type for each specific position were distinct. Offensive linemen had the highest proportion of frontal impacts, while quarterbacks and centerbacks had more impacts at the rear location. These findings can inform interventions in game regulations, training practices, and helmet design to mitigate injury risks in high school football.
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Affiliation(s)
- Amirhossein Bagherian
- Department of Biomedical Engineering and Chemical Engineering, University of Texas at San Antonio, San Antonio, TX, United States
| | - Alireza Abbasi Ghiri
- Department of Mechanical Engineering, University of Texas at San Antonio, San Antonio, TX, United States
| | - Mohammadreza Ramzanpour
- Department of Biomedical Engineering and Chemical Engineering, University of Texas at San Antonio, San Antonio, TX, United States
| | - James Wallace
- Department of Biomedical Engineering and Chemical Engineering, University of Texas at San Antonio, San Antonio, TX, United States
| | - Sammy Elashy
- Department of Biomedical Engineering and Chemical Engineering, University of Texas at San Antonio, San Antonio, TX, United States
| | - Morteza Seidi
- Department of Mechanical Engineering, University of Texas at San Antonio, San Antonio, TX, United States
| | - Marzieh Memar
- Department of Biomedical Engineering and Chemical Engineering, University of Texas at San Antonio, San Antonio, TX, United States
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Leung E, Taskina D, Schwab N, Hazrati LN. BRCA1 heterozygosity promotes DNA damage-induced senescence in a sex-specific manner following repeated mild traumatic brain injury. Front Neurosci 2023; 17:1225226. [PMID: 37638313 PMCID: PMC10450634 DOI: 10.3389/fnins.2023.1225226] [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: 05/18/2023] [Accepted: 07/21/2023] [Indexed: 08/29/2023] Open
Abstract
Emerging evidence suggests cellular senescence, as a consequence of excess DNA damage and deficient repair, to be a driver of brain dysfunction following repeated mild traumatic brain injury (rmTBI). This study aimed to further investigate the role of deficient DNA repair, specifically BRCA1-related repair, on DNA damage-induced senescence. BRCA1, a repair protein involved in maintaining genomic integrity with multiple roles in the central nervous system, was previously reported to be significantly downregulated in post-mortem brains with a history of rmTBI. Here we examined the effects of impaired BRCA1-related repair on DNA damage-induced senescence and outcomes 1-week post-rmTBI using mice with a heterozygous knockout for BRCA1 in a sex-segregated manner. Altered BRCA1 repair with rmTBI resulted in altered anxiety-related behaviours in males and females using elevated zero maze and contextual fear conditioning. Evaluating molecular markers associated with DNA damage signalling and senescence-related pathways revealed sex-specific differences attributed to BRCA1, where females exhibited elevated DNA damage, impaired DNA damage signalling, and dampened senescence onset compared to males. Overall, the results from this study highlight sex-specific consequences of aberrant DNA repair on outcomes post-injury, and further support a need to develop sex-specific treatments following rmTBI.
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Affiliation(s)
- Emily Leung
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
- Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada
| | - Daria Taskina
- Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada
| | - Nicole Schwab
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
- Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada
| | - Lili-Naz Hazrati
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
- Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada
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Moody JN, Hayes JP, Buckley TA, Schmidt JD, Broglio SP, McAllister TW, McCrea M, Pasquina PF, Caccese JB. Age of First Concussion and Cognitive, Psychological, and Physical Outcomes in NCAA Collegiate Student Athletes. Sports Med 2022; 52:2759-2773. [PMID: 35794432 PMCID: PMC9833421 DOI: 10.1007/s40279-022-01719-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/14/2022] [Indexed: 02/01/2023]
Abstract
OBJECTIVE Concussions are common among youth athletes and could disrupt critical neurodevelopment. This study examined the association between age of first concussion (AFC) and neurocognitive performance, psychological distress, postural stability, and symptoms commonly associated with concussion in healthy collegiate men and women student athletes. METHODS Participants included 4267 collegiate athletes from various contact, limited-contact, and non-contact sports (1818 women and 2449 men) who completed baseline assessments as part of the Concussion Assessment, Research and Education (CARE) Consortium. Psychological distress was assessed with the Brief Symptom Inventory 18; neurocognitive performance was assessed with the Immediate Post-Concussion Assessment and Cognitive Testing (ImPACT); symptoms commonly associated with concussion were assessed with the ImPACT Post-Concussion Symptom Scale; postural stability was assessed with the Balance Error Scoring System. Generalized linear models were used to examine the effects of AFC on clinical outcomes separately in men and women. RESULTS Later AFC was associated with lower global (Exp(B) = 0.96, P = 0.001) and somatic (Exp(B) = 0.96, P = 0.002) psychological distress on the Brief Symptom Inventory 18 and faster ImPACT reaction time (B = - 0.003, P = 0.001) in women. AFC was not associated with any clinical outcomes in men. CONCLUSION Younger AFC was associated with some differences in psychological distress and reaction time among women but not men; however, these results are likely not clinically meaningful. Sociodemographic disparities, pre-existing conditions, and sport type may impact clinical and cognitive outcomes in collegiate athletes more than concussion history. Future work should examine the relationship between AFC and lifespan-related outcomes.
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Affiliation(s)
- Jena N Moody
- Department of Psychology, The Ohio State University, Columbus, OH, USA
| | - Jasmeet P Hayes
- Department of Psychology, The Ohio State University, Columbus, OH, USA
- Chronic Brain Injury Initiative, The Ohio State University, Columbus, OH, USA
| | - Thomas A Buckley
- Interdisciplinary Biomechanics and Movement Science Program, Department of Kinesiology and Applied Physiology, University of Delaware, Newark, DE, USA
| | | | - Steven P Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA
| | | | - Michael McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Paul F Pasquina
- Uniformed Services University of the Health Science and Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Jaclyn B Caccese
- Chronic Brain Injury Initiative, The Ohio State University, Columbus, OH, USA.
- School of Health and Rehabilitation Sciences, The Ohio State University College of Medicine, 453 W 10th Ave, Columbus, OH, USA.
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Baragi VM, Gattu R, Trifan G, Woodard JL, Meyers K, Halstead TS, Hipple E, Haacke EM, Benson RR. Neuroimaging Markers for Determining Former American Football Players at Risk for Alzheimer's Disease. Neurotrauma Rep 2022; 3:398-414. [PMID: 36204386 PMCID: PMC9531889 DOI: 10.1089/neur.2022.0020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
NFL players, by virtue of their exposure to traumatic brain injury (TBI), are at higher risk of developing dementia and Alzheimer's disease (AD) than the general population. Early recognition and intervention before the onset of clinical symptoms could potentially avert/delay the long-term consequences of these diseases. Given that AD is thought to have a long pre-clinical incubation period, the aim of the current research was to determine whether former NFL players show evidence of incipient dementia in their structural imaging before diagnosis of AD. To identify neuroimaging markers of AD, against which former NFL players would be compared, we conducted a whole-brain volumetric analysis using a cohort of AD patients (ADNI clinical database) to produce a set of brain regions demonstrating sensitivity to early AD pathology (i.e., the “AD fingerprint”). A group of 46 former NFL players' brain magnetic resonance images were then interrogated using the AD fingerprint, that is, the former NFL subjects were compared volumetrically to AD patients using a T1-weighted magnetization-prepared rapid gradient echo sequence. The FreeSurfer image analysis suite (version 6.0) was used to obtain volumetric and cortical thickness data. The Automated Neuropsychological Assessment Metric-Version 4 was used to assess current cognitive functioning. A total of 55 brain regions demonstrated significant atrophy or ex vacuo dilatation bilaterally in AD patients versus controls. Of the 46 former NFL players, 41% demonstrated a greater than expected number of atrophied/dilated AD regions compared with age-matched controls, presumably reflecting AD pathology.
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Affiliation(s)
| | - Ramtilak Gattu
- Center for Neurological Studies, Dearborn, Michigan, USA
| | | | | | | | | | | | - Ewart Mark Haacke
- HUH-MR Research/Radiology, Wayne State University/Detroit Receiving Hospital, Detroit, Michigan, USA
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Hund SJ, Brown BR, Lemale CL, Menon PG, Easley KA, Dreier JP, Jones SC. Numerical Simulation of Concussive-Generated Cortical Spreading Depolarization to Optimize DC-EEG Electrode Spacing for Noninvasive Visual Detection. Neurocrit Care 2022; 37:67-82. [PMID: 35233716 PMCID: PMC9262830 DOI: 10.1007/s12028-021-01430-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 12/29/2021] [Indexed: 12/30/2022]
Abstract
BACKGROUND Cortical spreading depolarization (SD) is a propagating depolarization wave of neurons and glial cells in the cerebral gray matter. SD occurs in all forms of severe acute brain injury, as documented by using invasive detection methods. Based on many experimental studies of mechanical brain deformation and concussion, the occurrence of SDs in human concussion has often been hypothesized. However, this hypothesis cannot be confirmed in humans, as SDs can only be detected with invasive detection methods that would require either a craniotomy or a burr hole to be performed on athletes. Typical electroencephalography electrodes, placed on the scalp, can help detect the possible presence of SD but have not been able to accurately and reliably identify SDs. METHODS To explore the possibility of a noninvasive method to resolve this hurdle, we developed a finite element numerical model that simulates scalp voltage changes that are induced by a brain surface SD. We then compared our simulation results with retrospectively evaluated data in patients with aneurysmal subarachnoid hemorrhage from Drenckhahn et al. (Brain 135:853, 2012). RESULTS The ratio of peak scalp to simulated peak cortical voltage, Vscalp/Vcortex, was 0.0735, whereas the ratio from the retrospectively evaluated data was 0.0316 (0.0221, 0.0527) (median [1st quartile, 3rd quartile], n = 161, p < 0.001, one sample Wilcoxon signed-rank test). These differing values provide validation because their differences can be attributed to differences in shape between concussive SDs and aneurysmal subarachnoid hemorrhage SDs, as well as the inherent limitations in human study voltage measurements. This simulated scalp surface potential was used to design a virtual scalp detection array. Error analysis and visual reconstruction showed that 1 cm is the optimal electrode spacing to visually identify the propagating scalp voltage from a cortical SD. Electrode spacings of 2 cm and above produce distorted images and high errors in the reconstructed image. CONCLUSIONS Our analysis suggests that concussive (and other) SDs can be detected from the scalp, which could confirm SD occurrence in human concussion, provide concussion diagnosis on the basis of an underlying physiological mechanism, and lead to noninvasive SD detection in the setting of severe acute brain injury.
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Affiliation(s)
- Samuel J Hund
- CerebroScope, SciencePlusPlease LLC, Pittsburgh, PA, USA
- SimulationSolutions, Pittsburgh, PA, USA
| | | | - Coline L Lemale
- Center for Stroke Research, Charité, - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Berlin, Germany
- Department of Experimental Neurology, Charité, - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Berlin, Germany
| | - Prahlad G Menon
- CerebroScope, SciencePlusPlease LLC, Pittsburgh, PA, USA
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA
| | - Kirk A Easley
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Jens P Dreier
- Center for Stroke Research, Charité, - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Berlin, Germany
- Department of Experimental Neurology, Charité, - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Berlin, Germany
- Department of Neurology, Charité, - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Berlin, Germany
- Bernstein Center for Computational Neuroscience Berlin, Berlin, Germany
- Einstein Center for Neurosciences Berlin, Berlin, Germany
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Phelps A, Alosco ML, Baucom Z, Hartlage K, Palmisano JN, Weuve J, Mez J, Tripodis Y, Stern RA. Association of Playing College American Football With Long-term Health Outcomes and Mortality. JAMA Netw Open 2022; 5:e228775. [PMID: 35442450 PMCID: PMC9021915 DOI: 10.1001/jamanetworkopen.2022.8775] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
IMPORTANCE Exposure to repetitive head impacts from playing American football (including impacts resulting in symptomatic concussions and subconcussive trauma) is associated with increased risk for later-life health problems, including cognitive and neuropsychiatric decline and neurodegenerative disease. Most research on long-term health consequences of playing football has focused on former professional athletes, with limited studies of former college players. OBJECTIVES To estimate the prevalence of self-reported health conditions among former college football players compared with a sample of men in the general population as well as standardized mortality ratios (SMRs) among former college football players. DESIGN, SETTING, AND PARTICIPANTS This cohort study included data from 447 former University of Notre Dame (ND) football players aged 59 to 75 years who were seniors on the rosters from 1964 to 1980. A health outcomes survey was distributed to living players and next of kin of deceased players for whom contact information was available. The survey was completed from December 2018 to May 2019. EXPOSURE Participation in football at ND. MAIN OUTCOMES AND MEASURES Prevalence of health outcomes was compared between living former players who completed the survey and propensity score-matched participants in the Health and Retirement Study (HRS). Standardized mortality ratios of all causes and specific causes of death among all former players were compared with those among men in the general US population. RESULTS A total of 216 living players completed the health survey (median age, 67 years; IQR, 63-70 years) and were compared with 638 participants in the HRS (median age, 66 years; IQR, 63-70 years). Former players reported a higher prevalence of cognitive impairment (10 [5%] vs 8 [1%]; P = .02), headaches (22 [10%] vs 22 [4%]; P = .001), cardiovascular disease (70 [33%] vs 128 [20%]; P = .001), hypercholesterolemia (111 [52%] vs 182 [29%]; P = .001), and alcohol use (185 [86%] vs 489 [77%]; P = .02) and a lower prevalence of diabetes (24 [11%] vs 146 [23%]; P = .001). All-cause mortality (SMR, 0.54; 95% CI, 0.42-0.67) and mortality from heart (SMR, 0.64; 95% CI, 0.39-0.99), circulatory (SMR, 0.23; 95% CI, 0.03-0.83), respiratory (SMR, 0.13; 95% CI, 0.00-0.70), and digestive system (SMR, 0.13; 95% CI, 0.00-0.74) disorders; lung cancer (SMR, 0.26; 95% CI, 0.05-0.77); and violence (SMR, 0.10; 95% CI, 0.00-0.58) were significantly lower in the ND cohort than in the general population. Mortality from brain and other nervous system cancers was significantly higher in the ND cohort (SMR, 3.82; 95% CI, 1.04-9.77). Whereas point estimates were greater for all neurodegenerative causes (SMR, 1.42; 95% CI, 0.29-4.18), amyotrophic lateral sclerosis (SMR, 2.93; 95% CI, 0.36-10.59), and Parkinson disease (SMR, 2.07; 95% CI, 0.05-11.55), the difference did not reach statistical significance. CONCLUSIONS AND RELEVANCE In this cohort study of former college football players, both positive and negative health outcomes were observed. With more than 800 000 former college players living in the US, additional research appears to be needed to provide stakeholders with guidance to maximize factors that improve health outcomes and minimize factors that may increase risk for later-life morbidity and mortality.
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Affiliation(s)
- Alyssa Phelps
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts
| | - Michael L. Alosco
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts
- Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
| | - Zachary Baucom
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - Kaitlin Hartlage
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts
| | - Joseph N. Palmisano
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts
| | - Jennifer Weuve
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts
| | - Jesse Mez
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts
- Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
| | - Yorghos Tripodis
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - Robert A. Stern
- Boston University Alzheimer’s Disease Research Center and CTE Center, Boston University School of Medicine, Boston, Massachusetts
- Department of Neurology, Boston University School of Medicine, Boston, Massachusetts
- Department of Neurosurgery, Boston University School of Medicine, Boston, Massachusetts
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, Massachusetts
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Veillon-Bradshaw M, Phillips B, Jones BD, Dalecki M. Eye-Hand Decoupling Deficits in Young Adults with Concussion History from Adolescence: Issues with Task Novelty or Task Demand? Neurosci Lett 2022; 781:136668. [DOI: 10.1016/j.neulet.2022.136668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 04/06/2022] [Accepted: 04/26/2022] [Indexed: 10/18/2022]
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McQuivey KS, Moore ML, Pollock JR, Hassebrock JD, Patel KA, Chhabra A. Top-100 Most-Cited Sports-Related Concussion Articles Focus on Symptomatology, Epidemiology, and Demographics. Arthrosc Sports Med Rehabil 2021; 3:e1585-e1597. [PMID: 34977610 PMCID: PMC8689224 DOI: 10.1016/j.asmr.2021.06.016] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Accepted: 06/30/2021] [Indexed: 11/06/2022] Open
Abstract
Purpose To analyze the top-100 cited articles on sports-related concussions together with a bibliometric analysis to determine citations by year, level of evidence, study design, and several other factors related to the top referenced articles in sports concussions. Methods The Clarivate Analytics Web of Knowledge database was used to gather data using Boolean queries to capture all possible iterations of sports-related concussion research. Articles were organized in descending order based on the number of citations and included or excluded based on relevance to concussion. Collected information included author name, publication year, country of origin, journal name, article type, study focus, and the level of evidence. Results The top-100 articles were cited 31,197 times with an average of 312.0 citations per publication. More than one half were published in 2006 or later (52). Cohort studies and descriptive articles were the most prevalent study types (22 each). Studies with Level V evidence were the most common (33). The most common areas of study were symptomatology (short term, long term) with 17 articles, followed by epidemiology/demographics with 16 articles. The least common area of study was concussion prevention (2 articles), followed by management/treatment, diagnostics (labs, imaging) with 4 articles each. Conclusions We identified the most influential studies in sports-related concussion based on number of citations and citation density. A majority of these articles were published in the United States after 2006 and are most commonly cohort studies (Level IV evidence) and descriptive articles (Level V evidence). Current research focuses most heavily on the symptomatology and epidemiology/demographics of sports concussion. Clinical Relevance This study serves to identify the most influential articles in sports-related concussion and identify research topics with general deficiencies within the field of sports-related concussion research.
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Affiliation(s)
| | - M Lane Moore
- Mayo Clinic Alix School of Medicine, Scottsdale, Arizona, U.S.A
| | | | | | - Karan A Patel
- Department of Orthopedic Surgery, Mayo Clinic, Phoenix
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Tiberini P, D'Antona G, Cicchella A. Brain Oxygenation in Post-concussion Combat Sport Athletes. Front Sports Act Living 2021; 3:725096. [PMID: 34917937 PMCID: PMC8669507 DOI: 10.3389/fspor.2021.725096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Accepted: 10/26/2021] [Indexed: 11/13/2022] Open
Abstract
Purpose: Investigate the feasibility of a non-invasive method to evaluate the physical and cognitive repercussions of long-lasting post-concussion effects in professional combat sports athletes. To help athletes return to professional combat, there is a need for unbiased objective tools and techniques used as a prognostic method of recovery after Sport Related Concussion (SRC). Methods: Six mild Traumatic Brain Injury (mTBI) athletes, age 20 ÷ 43 yr (1 female, 5 males) and 7 not concussed (NC) participants (amateur), age 24 ÷ 38 yr (3 females, 4 males), were tested Inspired/expired gas concentration, Cerebral changes in oxygenated hemoglobin (Δ[HbO2]) and deoxygenated hemoglobin (Δ[HHb]) were measured using near infrared spectroscopy (NIRS) with a 3-step protocol: rest before maximal oxygen uptake (VO2max) test, hypercapnia, and recovery after VO2max test. The brain oxygenation and respiratory parameters of both sample sets were calculated using a non-parametric test (Mann-Whitney U test). Aerobic fitness outcome was quantified through mean average using the Bruce test. Participants performed Fitt's test using a laptop and analysis of medio-lateral and anterior-posterior range of oscillation was carried out via a force platform Romberg test. Results: mTBI group showed statistically significant differences in saturated hemoglobin Δ[HbO2] (p < 0.001) during rest and recovery phase after maximal incremental exercise, in medio-lateral sway eyes open (p = 0.008, NC 25.35 ± 4.11 mm and mTBI 17.65 ± 4.79 mm). VO2max revealed no significant differences between the two groups: NC 47.47 ± 4.91 mTBI 49.58 ± 5.19 ml/kg/min-1. The 2 groups didn't differ for maximum power output (NC 220 ± 34, mTBI 255 ± 50 W). End-tidal fractional concentration of O2 (FetO2 NC15.20 ± 0.41, mTBI 16.09 ± 0.68) throughout hypercapnia, saturated blood hemoglobin (Δ[HbO2]) revealed significant differences with the mTBI group. No differences emerged from Fitt's test. Conclusions: It emerges that NIRS is able to reveal differences in long time outcomes of mTBI. The medio-lateral variations cannot be considered as a marker of long-term damage in athletes specifically trained for balance.
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Affiliation(s)
- Paolo Tiberini
- Department of Movement Sciences and Well-being, University of Naples Parthenope, Naples, Italy
| | - Giuseppe D'Antona
- Criams-Sport Medicine Centre Voghera, University of Pavia, Pavia, Italy
- Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia, Italy
| | - Antonio Cicchella
- Department for Quality of Life Studies, University of Bologna, Bologna, Italy
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11
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Reporting of Concussion Symptoms by a Nationwide Survey of United States Parents of Middle School Children. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182212070. [PMID: 34831822 PMCID: PMC8622026 DOI: 10.3390/ijerph182212070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 11/12/2021] [Accepted: 11/14/2021] [Indexed: 11/16/2022]
Abstract
This cross-sectional study assessed concussion symptom knowledge of parents of middle school (MS) children (aged 10-15 years) through a free-response item that solicited concussion symptoms and compared findings to a pre-validated scale-based measure. A self-administered online questionnaire was sent to a panel of randomly selected United States residents who were recruited by a third-party company, aged ≥ 18 years, and identified as parents of MS children. Via a free-response item, parents listed what they believed were concussion symptoms. Multiple sections later, parents identified potential concussion symptoms via a scale measure, which featured 25 items (22 actual symptoms, three distractor symptoms) with three response options: yes, no, maybe. Free-response item responses were coded into specific symptoms. The 1062 eligible parents that provided complete data commonly identified the symptoms of dizziness (90.2%), blurred vision (87.4%), and balance problems (86.4%) on the scale-based measure. However, these and other symptoms were less commonly identified via the free-response item (dizziness: 44.4%; blurred vision: 16.5%; balance problems: 3.5%). Concussion symptoms commonly reported via the scale-based measure were reported less frequently within the free-response item. Future research must explore strategies to help clinicians working with parents and their children to measure and assess concussion symptom reporting and knowledge.
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12
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Walton SR, Kerr ZY, Mannix R, Brett BL, Chandran A, DeFreese JD, McCrea MA, Guskiewicz KM, Meehan WP, Echemendia RJ. Subjective Concerns Regarding the Effects of Sport-Related Concussion on Long-Term Brain Health among Former NFL Players: An NFL-LONG Study. Sports Med 2021; 52:1189-1203. [PMID: 34773581 DOI: 10.1007/s40279-021-01589-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/21/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND Potential links between a history of sport-related concussions and later-life neurobiological and psychological brain health have been studied in former collision-sport athletes. However, empirical studies of how former athletes perceive the future of their brain health as a result of these injuries are missing. OBJECTIVES We aimed to (1) identify the extent to which former National Football League players currently have concerns about their long-term psychological and cognitive functioning as a result of concussions sustained while playing football; (2) examine whether current concerns are different than concerns they had while playing football; (3) examine the relationship between current brain health concerns and self-reported concussion history (SR-CHx); and (4) explore other important factors associated with these concerns. METHODS In this cross-sectional study, former National Football League players with a SR-CHx of one or more concussions (n = 1514; aged mean [standard deviation] = 52.3 [15.7] years) completed a general health questionnaire. Participants reported their lifetime concussion history, as well as both their current concerns and concerns while playing football (i.e., retrospective concerns) regarding the long-term effects of concussions on their memory, thinking skills, and risk of developing chronic traumatic encephalopathy. Current and retrospective concerns were self-reported on a five-point Likert scale. Four concussion history categories were created based on SR-CHx: 1-2 (n = 309); 3-5 (n = 413); 6-9 (n = 356); and 10 + (n = 436) lifetime concussions. Proportions of participants reporting each level of current and retrospective concerns were examined to identify whether concerns presently exist in these former players, and whether their current concerns are different than retrospective concerns. Next, we explored associations between current concerns and SR-CHx. RESULTS More than one-third of participants reported being currently "extremely concerned" about memory problems (36.9%), thinking skills (37.8%), and developing chronic traumatic encephalopathy (39.5%). In contrast, when asked about concerns while playing, most reported being "not at all concerned" regarding memory = 61.2%, thinking skills = 56.1%, and developing chronic traumatic encephalopathy = 71.2%. Of those who retrospectively endorsed being "not at all" or "slightly" concerned regarding memory (n = 1159/1514), thinking skills (n = 1080/1514), and developing chronic traumatic encephalopathy (n = 1219/1514), approximately half reported being currently "moderately" or "extremely" concerned about those same issues (n = 586/1159; n = 534/1080; n = 619/1219, respectively). Current concerns regarding memory (χ216 = 316.61; p < 0.001; V = 0.264), thinking skills (χ216 = 333.17; p < 0.001; V = 0.271), and developing chronic traumatic encephalopathy (χ216 = 280.85; p < 0.001; V = 0.249) were significantly related to SR-CHx, with more concussions being associated with greater current concerns. CONCLUSIONS Former National Football League players reported significant concerns regarding the potential effects of their prior concussions on long-term brain health, and these concerns are more prevalent now than when they were playing football. Cognitive and mental health concerns are readily identifiable targets for clinical intervention. Clinicians working with former players may wish to explore the extent to which individual players experience these concerns, the nature and depth of these concerns, and the impact of these concerns on the player's functioning and well-being.
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Affiliation(s)
- Samuel R Walton
- Center for the Study of Retired Athletes, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Zachary Y Kerr
- Center for the Study of Retired Athletes, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Rebekah Mannix
- Pediatrics and Emergency Medicine, Harvard Medical School, Boston, MA, USA
| | - Benjamin L Brett
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Avinash Chandran
- Center for the Study of Retired Athletes, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, IN, USA
| | - Jonathan D DeFreese
- Center for the Study of Retired Athletes, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Michael A McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Kevin M Guskiewicz
- Center for the Study of Retired Athletes, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - William P Meehan
- Micheli Center for Sports Injury Prevention and Boston Children's Hospital, Waltham, MA, USA
- Department of Pediatrics and Orthopedics, Harvard Medical School, Boston, MA, USA
| | - Ruben J Echemendia
- Department of Psychology, University of Missouri, Kansas City, Kansas City, MO, USA.
- University Orthopedics Center Concussion Clinic, 101 Regent Ct., State College, PA, 16801, USA.
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13
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Van Patten R, Iverson GL, Terry DP, Levi CR, Gardner AJ. Predictors and Correlates of Perceived Cognitive Decline in Retired Professional Rugby League Players. Front Neurol 2021; 12:676762. [PMID: 34707552 PMCID: PMC8542796 DOI: 10.3389/fneur.2021.676762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Accepted: 09/14/2021] [Indexed: 11/13/2022] Open
Abstract
Objective: Rugby league is an international full-contact sport, with frequent concussive injuries. Participation in other full-contact sports such as American football has been considered to be a risk factor for neuropsychiatric sequelae later-in-life, but little research has addressed the mental and cognitive health of retired professional rugby league players. We examined predictors and correlates of perceived (self-reported) cognitive decline in retired National Rugby League (NRL) players. Methods: Participants were 133 retired male elite level rugby league players in Australia. Participants completed clinical interviews, neuropsychological testing, and self-report measures. The Informant Questionnaire on Cognitive Decline in the Elderly, self-report (IQCODE-Self), measured perceived cognitive decline. Results: The median age of the sample was 55.0 (M = 53.1, SD = 13.9, range = 30-89) and the median years of education completed was 12.0 (M = 11.9, SD = 2.6, range = 7-18). The retired players reported a median of 15.0 total lifetime concussions (M = 28.0, SD = 36.6, range = 0-200). The mean IQCODE-Self score was 3.2 (SD = 0.5; Range = 1.3-5.0); 10/133 (7.5%) and 38/133 (28.6%) scored above conservative and liberal cutoffs for cognitive decline on the IQCODE-Self, respectively. Perceived cognitive decline was positively correlated with current depressive symptoms, negatively correlated with years of professional sport exposure and resilience, and unrelated to objective cognition and number of self-reported concussions. A multiple regression model with perceived cognitive decline regressed on age, concussion history, professional rugby league exposure, depression, resilience, objective cognitive functioning, daytime sleepiness, and pain severity showed depression as the only significant predictor. Conclusion: This is the first large study examining subjectively experienced cognitive decline in retired professional rugby league players. Similar to studies from the general population and specialty clinics, no relationship was found between objective cognitive test performance and perceived cognitive decline. Depressive symptoms emerged as the strongest predictor of perceived cognitive decline, suggesting that subjective reports of worsening cognition in retired elite rugby league players might reflect psychological distress rather than current cognitive impairment.
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Affiliation(s)
- Ryan Van Patten
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, United States
- Spaulding Rehabilitation Hospital, Charlestown, MA, United States
| | - Grant L. Iverson
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, United States
- Spaulding Rehabilitation Hospital, Charlestown, MA, United States
- Spaulding Research Institute, Charlestown, MA, United States
- MassGeneral Hospital for Children Sports Concussion Program, Boston, MA, United States
- Home Base, A Red Sox Foundation and Massachusetts General Hospital Program, Charlestown, MA, United States
| | - Douglas P. Terry
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, United States
- Spaulding Rehabilitation Hospital, Charlestown, MA, United States
- MassGeneral Hospital for Children Sports Concussion Program, Boston, MA, United States
- Home Base, A Red Sox Foundation and Massachusetts General Hospital Program, Charlestown, MA, United States
| | - Christopher R. Levi
- Sydney Partnership for Health, Education, Research and Enterprise (SPHERE), Liverpool, NSW, Australia
- School of Medicine, University of New South Wales, Randwick, NSW, Australia
- Priority Research Centre for Stroke and Brain Injury, School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Local Health District Sports Concussion Program, Waratah, NSW, Australia
| | - Andrew J. Gardner
- Priority Research Centre for Stroke and Brain Injury, School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Hunter New England Local Health District Sports Concussion Program, Waratah, NSW, Australia
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14
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Iverson GL, Büttner F, Caccese JB. Age of First Exposure to Contact and Collision Sports and Later in Life Brain Health: A Narrative Review. Front Neurol 2021; 12:727089. [PMID: 34659092 PMCID: PMC8511696 DOI: 10.3389/fneur.2021.727089] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 08/27/2021] [Indexed: 12/11/2022] Open
Abstract
A controversial theory proposes that playing tackle football before the age of 12 causes later in life brain health problems. This theory arose from a small study of 42 retired National Football League (NFL) players, which reported that those who started playing tackle football at a younger age performed worse on selected neuropsychological tests and a word reading test. The authors concluded that these differences were likely due to greater exposure to repetitive neurotrauma during a developmentally sensitive maturational period in their lives. Several subsequent studies of current high school and collegiate contact/collision sports athletes, and former high school, collegiate, and professional tackle football players have not replicated these findings. This narrative review aims to (i) discuss the fundamental concepts, issues, and controversies surrounding existing research on age of first exposure (AFE) to contact/collision sport, and (ii) provide a balanced interpretation, including risk of bias assessment findings, of this body of evidence. Among 21 studies, 11 studies examined former athletes, 8 studies examined current athletes, and 2 studies examined both former and current athletes. Although the literature on whether younger AFE to tackle football is associated with later in life cognitive, neurobehavioral, or mental health problems in former NFL players is mixed, the largest study of retired NFL players (N = 3,506) suggested there was not a significant association between earlier AFE to organized tackle football and worse subjectively experienced cognitive functioning, depression, or anxiety. Furthermore, no published studies of current athletes show a significant association between playing tackle football (or other contact/collision sports) before the age of 12 and cognitive, neurobehavioral, or mental health problems. It is important to note that all studies were judged to be at high overall risk of bias, indicating that more methodologically rigorous research is needed to understand whether there is an association between AFE to contact/collision sports and later in life brain health. The accumulated research to date suggests that earlier AFE to contact/collision sports is not associated with worse cognitive functioning or mental health in (i) current high school athletes, (ii) current collegiate athletes, or (iii) middle-aged men who played high school football. The literature on former NFL players is mixed and does not, at present, clearly support the theory that exposure to tackle football before age 12 is associated with later in life cognitive impairment or mental health problems.
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Affiliation(s)
- Grant L. Iverson
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, United States
- Spaulding Research Institute, Spaulding Rehabilitation Hospital, Charlestown, MA, United States
- Sports Concussion Program, MassGeneral Hospital for Children, Boston, MA, United States
- Home Base, A Red Sox Foundation and Massachusetts General Hospital Program, Charlestown, MA, United States
| | - Fionn Büttner
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Jaclyn B. Caccese
- School of Health and Rehabilitation Sciences, The Ohio State University College of Medicine, Columbus, OH, United States
- Chronic Brain Injury Program, The Ohio State University, Columbus, OH, United States
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15
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Lusardi TA, Sandau US, Sakhanenko NA, Baker SCB, Wiedrick JT, Lapidus JA, Raskind MA, Li G, Peskind ER, Galas DJ, Quinn JF, Saugstad JA. Cerebrospinal Fluid MicroRNA Changes in Cognitively Normal Veterans With a History of Deployment-Associated Mild Traumatic Brain Injury. Front Neurosci 2021; 15:720778. [PMID: 34580583 PMCID: PMC8463659 DOI: 10.3389/fnins.2021.720778] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Accepted: 07/27/2021] [Indexed: 01/09/2023] Open
Abstract
A history of traumatic brain injury (TBI) increases the odds of developing Alzheimer's disease (AD). The long latent period between injury and dementia makes it difficult to study molecular changes initiated by TBI that may increase the risk of developing AD. MicroRNA (miRNA) levels are altered in TBI at acute times post-injury (<4 weeks), and in AD. We hypothesized that miRNA levels in cerebrospinal fluid (CSF) following TBI in veterans may be indicative of increased risk for developing AD. Our population of interest is cognitively normal veterans with a history of one or more mild TBI (mTBI) at a chronic time following TBI. We measured miRNA levels in CSF from three groups of participants: (1) community controls with no lifetime history of TBI (ComC); (2) deployed Iraq/Afghanistan veterans with no lifetime history of TBI (DepC), and (3) deployed Iraq/Afghanistan veterans with a history of repetitive blast mTBI (DepTBI). CSF samples were collected at the baseline visit in a longitudinal, multimodal assessment of Gulf War veterans, and represent a heterogenous group of male veterans and community controls. The average time since the last blast mTBI experienced was 4.7 ± 2.2 years [1.5 - 11.5]. Statistical analysis of TaqManTM miRNA array data revealed 18 miRNAs with significant differential expression in the group comparisons: 10 between DepTBI and ComC, 7 between DepC and ComC, and 8 between DepTBI and DepC. We also identified 8 miRNAs with significant differential detection in the group comparisons: 5 in DepTBI vs. ComC, 3 in DepC vs. ComC, and 2 in DepTBI vs. DepC. When we applied our previously developed multivariable dependence analysis, we found 13 miRNAs (6 of which are altered in levels or detection) that show dependencies with participant phenotypes, e.g., ApoE. Target prediction and pathway analysis with miRNAs differentially expressed in DepTBI vs. either DepC or ComC identified canonical pathways highly relevant to TBI including senescence and ephrin receptor signaling, respectively. This study shows that both TBI and deployment result in persistent changes in CSF miRNA levels that are relevant to known miRNA-mediated AD pathology, and which may reflect early events in AD.
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Affiliation(s)
- Theresa A Lusardi
- Knight Cancer Institute, Cancer Early Detection Advanced Research Center, Oregon Health & Science University, Portland, OR, United States
| | - Ursula S Sandau
- Department of Anesthesiology & Perioperative Medicine, Oregon Health & Science University, Portland, OR, United States
| | | | - Sarah Catherine B Baker
- Department of Anesthesiology & Perioperative Medicine, Oregon Health & Science University, Portland, OR, United States
| | - Jack T Wiedrick
- Biostatistics & Design Program, Oregon Health & Science University, Portland, OR, United States
| | - Jodi A Lapidus
- Biostatistics & Design Program, Oregon Health & Science University, Portland, OR, United States
| | - Murray A Raskind
- Northwest Mental Illness, Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA, United States.,Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA, United States
| | - Ge Li
- Northwest Mental Illness, Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA, United States.,Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA, United States.,Geriatric Research Education and Clinical Center, VA Puget Sound Health Care System, Seattle, WA, United States
| | - Elaine R Peskind
- Northwest Mental Illness, Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA, United States.,Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA, United States
| | - David J Galas
- Pacific Northwest Research Institute, Seattle, WA, United States
| | - Joseph F Quinn
- Department of Neurology, Oregon Health & Science University, Portland, OR, United States.,Parkinson Center and Movement Disorders Program, School of Medicine, Oregon Health & Science University, Portland, OR, United States.,Portland VAMC Parkinson's Disease Research, Education, and Clinical Center, Portland, OR, United States
| | - Julie A Saugstad
- Department of Anesthesiology & Perioperative Medicine, Oregon Health & Science University, Portland, OR, United States
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16
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Churchill NW, Hutchison MG, Graham SJ, Schweizer TA. Acute and Chronic Effects of Multiple Concussions on Midline Brain Structures. Neurology 2021; 97:e1170-e1181. [PMID: 34433678 PMCID: PMC8480483 DOI: 10.1212/wnl.0000000000012580] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Accepted: 06/22/2021] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND AND OBJECTIVES To test the hypothesis that a history of concussion (HOC) causes greater disturbances in cerebral blood flow (CBF) and white matter microstructure of midline brain structures after subsequent concussions, during the acute and chronic phases of recovery. METHODS In this longitudinal MRI study, 61 athletes with uncomplicated concussion (36 with HOC) were imaged at the acute phase of injury (1-7 days after injury), the subacute phase (8-14 days), medical clearance to return to play (RTP), 1 month after RTP, and 1 year after RTP. A normative group of 167 controls (73 with HOC) were also imaged. Each session assessed CBF of the cingulate cortex, along with fractional anisotropy (FA) and mean diffusivity (MD) of the corpus callosum. Linear mixed models tested for interactions of HOC with time since injury. The Sport Concussion Assessment Tool (SCAT) was also used to evaluate effects of HOC on symptoms, cognition, and balance. RESULTS Athletes with HOC had significantly greater declines in midcingulate CBF subacutely (z = -3.29, p = 0.002) and greater declines in posterior cingulate CBF at 1 year after RTP (z = -2.42, p = 0.007). No significant effects of HOC were seen for FA, whereas athletes with HOC had higher MD of the splenium at RTP (z = 2.54, p = 0.008). These effects were seen in the absence of significant differences in SCAT domains (|z| ≤ 1.14, p ≥ 0.256) or time to RTP (z = 0.23, p = 0.818). DISCUSSION Results indicate subacute and chronic effects of HOC on cingulate CBF and callosal microstructure in the absence of differences in clinical indices. These findings provide new insights into physiologic brain recovery after concussion, with cumulative effects of repeated injury detected among young, healthy athletes.
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Affiliation(s)
- Nathan W Churchill
- From the Keenan Research Centre for Biomedical Science (N.W.C., M.G.H., T.A.S.) and Neuroscience Research Program (N.W.C., T.A.S.), St. Michael's Hospital; Faculty of Kinesiology and Physical Education (M.G.H.), Department of Medical Biophysics (S.J.G.), Faculty of Medicine (Neurosurgery) (T.A.S.), and Institute of Biomaterials and Biomedical Engineering (T.A.S.), University of Toronto; and Physical Sciences Platform (S.J.G.), Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Michael G Hutchison
- From the Keenan Research Centre for Biomedical Science (N.W.C., M.G.H., T.A.S.) and Neuroscience Research Program (N.W.C., T.A.S.), St. Michael's Hospital; Faculty of Kinesiology and Physical Education (M.G.H.), Department of Medical Biophysics (S.J.G.), Faculty of Medicine (Neurosurgery) (T.A.S.), and Institute of Biomaterials and Biomedical Engineering (T.A.S.), University of Toronto; and Physical Sciences Platform (S.J.G.), Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Simon J Graham
- From the Keenan Research Centre for Biomedical Science (N.W.C., M.G.H., T.A.S.) and Neuroscience Research Program (N.W.C., T.A.S.), St. Michael's Hospital; Faculty of Kinesiology and Physical Education (M.G.H.), Department of Medical Biophysics (S.J.G.), Faculty of Medicine (Neurosurgery) (T.A.S.), and Institute of Biomaterials and Biomedical Engineering (T.A.S.), University of Toronto; and Physical Sciences Platform (S.J.G.), Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Tom A Schweizer
- From the Keenan Research Centre for Biomedical Science (N.W.C., M.G.H., T.A.S.) and Neuroscience Research Program (N.W.C., T.A.S.), St. Michael's Hospital; Faculty of Kinesiology and Physical Education (M.G.H.), Department of Medical Biophysics (S.J.G.), Faculty of Medicine (Neurosurgery) (T.A.S.), and Institute of Biomaterials and Biomedical Engineering (T.A.S.), University of Toronto; and Physical Sciences Platform (S.J.G.), Sunnybrook Health Sciences Centre, Sunnybrook Research Institute, Toronto, Ontario, Canada.
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17
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Stitt D, Draper N, Alexander K, Kabaliuk N. Laboratory Validation of Instrumented Mouthguard for Use in Sport. SENSORS 2021; 21:s21186028. [PMID: 34577235 PMCID: PMC8472105 DOI: 10.3390/s21186028] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 09/03/2021] [Accepted: 09/03/2021] [Indexed: 11/16/2022]
Abstract
Concussion is an inherent risk of participating in contact, combat, or collision sports, within which head impacts are numerous. Kinematic parameters such as peak linear and rotational acceleration represent primary measures of concussive head impacts. The ability to accurately measure and categorise such impact parameters in real time is important in health and sports performance contexts. The purpose of this study was to assess the accuracy of the latest HitIQ Nexus A9 instrumented mouthguard (HitIQ Pty. Ltd. Melbourne Australia) against reference sensors in an aluminium headform. The headform underwent drop testing at various impact intensities across the NOCSAE-defined impact locations, comparing the peak linear and rotational acceleration (PLA and PRA) as well as the shapes of the acceleration time-series traces for each impact. Mouthguard PLA and PRA measurements strongly correlated with (R2 = 0.996 and 0.994 respectively), and strongly agreed with (LCCC = 0.997) the reference sensors. The root mean square error between the measurement devices was 1 ± 0.6g for linear acceleration and 47.4 ± 35 rad/s2 for rotational acceleration. A Bland-Altman analysis found a systematic bias of 1% for PRA, with no significant bias for PLA. The instrumented mouthguard displayed high accuracy when measuring head impact kinematics in a laboratory setting.
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Affiliation(s)
- Danyon Stitt
- Department of Mechanical Engineering, University of Canterbury, Christchurch 8041, New Zealand; (D.S.); (K.A.); (N.K.)
| | - Nick Draper
- School of Health Sciences, University of Canterbury Christchurch, Christchurch 8041, New Zealand
- Correspondence: ; Tel.: +64-3-369-3878
| | - Keith Alexander
- Department of Mechanical Engineering, University of Canterbury, Christchurch 8041, New Zealand; (D.S.); (K.A.); (N.K.)
| | - Natalia Kabaliuk
- Department of Mechanical Engineering, University of Canterbury, Christchurch 8041, New Zealand; (D.S.); (K.A.); (N.K.)
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18
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Zimmerman KA, Laverse E, Samra R, Yanez Lopez M, Jolly AE, Bourke NJ, Graham NSN, Patel MC, Hardy J, Kemp S, Morris HR, Sharp DJ. White matter abnormalities in active elite adult rugby players. Brain Commun 2021; 3:fcab133. [PMID: 34435188 PMCID: PMC8381344 DOI: 10.1093/braincomms/fcab133] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 05/05/2021] [Accepted: 05/12/2021] [Indexed: 11/13/2022] Open
Abstract
The recognition, diagnosis and management of mild traumatic brain injuries are difficult and confusing. It is unclear how the severity and number of injuries sustained relate to brain injuries, such as diffuse axonal injury, diffuse vascular injury and progressive neurodegeneration. Advances in neuroimaging techniques enable the investigation of neuropathologies associated with acute and long-term effects of injury. Head injuries are the most commonly reported injury seen during professional rugby. There is increased vigilance for the immediate effects of these injuries in matches, but there has been surprisingly little research investigating the longer-term effects of rugby participation. Here, we present a longitudinal observational study investigating the relationship of exposure to rugby participation and sub-acute head injuries in professional adult male and female rugby union and league players using advanced MRI. Diffusion tensor imaging and susceptibility weighted imaging was used to assess white matter structure and evidence of axonal and diffuse vascular injury. We also studied changes in brain structure over time using Jacobian Determinant statistics extracted from serial volumetric imaging. We tested 41 male and 3 female adult elite rugby players, of whom 21 attended study visits after a head injury, alongside 32 non-sporting controls, 15 non-collision-sport athletic controls and 16 longitudinally assessed controls. Eighteen rugby players participated in the longitudinal arm of the study, with a second visit at least 6 months after their first scan. Neuroimaging evidence of either axonal injury or diffuse vascular injury was present in 23% (10/44) of players. In the non-acutely injured group of rugby players, abnormalities of fractional anisotropy and other diffusion measures were seen. In contrast, non-collision-sport athletic controls were not classified as showing abnormalities. A group level contrast also showed evidence of sub-acute injury using diffusion tensor imaging in rugby players. Examination of longitudinal imaging revealed unexpected reductions in white matter volume in the elite rugby players studied. These changes were not related to self-reported head injury history or neuropsychological test scores and might indicate excess neurodegeneration in white matter tracts affected by injury. Taken together, our findings suggest an association of participation in elite adult rugby with changes in brain structure. Further well-designed large-scale studies are needed to understand the impact of both repeated sports-related head impacts and head injuries on brain structure, and to clarify whether the abnormalities we have observed are related to an increased risk of neurodegenerative disease and impaired neurocognitive function following elite rugby participation.
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Affiliation(s)
- Karl A Zimmerman
- Computational, Cognitive and Clinical Neuroimaging
Laboratory, Division of Brain Sciences, Hammersmith Hospital, Imperial College
London, London W12 0NN, UK
- Care Research & Technology Centre, UK
Dementia Research Institute, London W12 0BZ, UK
| | - Etienne Laverse
- Department of Clinical and Movement Neuroscience,
University College London, London NW3 2PF, UK
| | - Ravjeet Samra
- Computational, Cognitive and Clinical Neuroimaging
Laboratory, Division of Brain Sciences, Hammersmith Hospital, Imperial College
London, London W12 0NN, UK
| | - Maria Yanez Lopez
- Centre for the Developing Brain, School of
Biomedical Engineering and Imaging Sciences, King’s College
London, London SE1 7EH, UK
| | - Amy E Jolly
- Computational, Cognitive and Clinical Neuroimaging
Laboratory, Division of Brain Sciences, Hammersmith Hospital, Imperial College
London, London W12 0NN, UK
- Care Research & Technology Centre, UK
Dementia Research Institute, London W12 0BZ, UK
| | - Niall J Bourke
- Computational, Cognitive and Clinical Neuroimaging
Laboratory, Division of Brain Sciences, Hammersmith Hospital, Imperial College
London, London W12 0NN, UK
- Care Research & Technology Centre, UK
Dementia Research Institute, London W12 0BZ, UK
| | - Neil S N Graham
- Computational, Cognitive and Clinical Neuroimaging
Laboratory, Division of Brain Sciences, Hammersmith Hospital, Imperial College
London, London W12 0NN, UK
- Care Research & Technology Centre, UK
Dementia Research Institute, London W12 0BZ, UK
| | - Maneesh C Patel
- Imaging Department, Imperial College Healthcare NHS
Trust, Charing Cross Hospital, London W6 8RF, UK
| | - John Hardy
- Department of Neurodegenerative Disease, Reta Lila
Weston Laboratories, Queen Square Genomics, UCL Dementia Research
Institute, London WC1N 3BG, UK
| | - Simon Kemp
- Rugby Football Union, Twickenham,
London TW2 7BA, UK
- Faculty of Epidemiology and Public Health, London
School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
| | - Huw R Morris
- Department of Clinical and Movement Neuroscience,
University College London, London NW3 2PF, UK
| | - David J Sharp
- Computational, Cognitive and Clinical Neuroimaging
Laboratory, Division of Brain Sciences, Hammersmith Hospital, Imperial College
London, London W12 0NN, UK
- Care Research & Technology Centre, UK
Dementia Research Institute, London W12 0BZ, UK
- The Royal British Legion Centre for Blast Injury
Studies, Imperial College London SW7 2AZ, UK
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19
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Tirdad K, Dela Cruz A, Sadeghian A, Cusimano M. A deep neural network approach for sentiment analysis of medically related texts: an analysis of tweets related to concussions in sports. Brain Inform 2021; 8:12. [PMID: 34212268 PMCID: PMC8249668 DOI: 10.1186/s40708-021-00134-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Accepted: 06/17/2021] [Indexed: 11/10/2022] Open
Abstract
Annually, over three million people in North America suffer concussions. Every age group is susceptible to concussion, but youth involved in sporting activities are particularly vulnerable, with about 6% of all youth suffering a concussion annually. Youth who suffer concussion have also been shown to have higher rates of suicidal ideation, substance and alcohol use, and violent behaviors. A significant body of research over the last decade has led to changes in policies and laws intended to reduce the incidence and burden of concussions. However, it is also clear that youth engaging in high-risk activities like sport often underreport concussion, while others may embellish reports for specific purposes. For such policies and laws to work, they must operate effectively within a facilitative social context so understanding the culture around concussion becomes essential to reducing concussion and its consequences. We present an automated deep neural network approach to analyze tweets with sport-related concussion context to identify the general public's sentiment towards concerns in sport-related concussion. A single-layer and multi-layer convolutional neural networks, Long Short-Term Memory (LSTM) networks, and Bidirectional LSTM were trained to classify the sentiments of the tweets. Afterwards, we train an ensemble model to aggregate the predictions of our networks to provide a final decision of the tweet's sentiment. The system achieves an evaluation F1 score of 62.71% based on Precision and Recall. The trained system is then used to analyze the tweets in the FIFA World Cup 2018 to measure audience reaction to events involving concussion. The neural network system provides an understanding of the culture around concussion through sentiment analysis.
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Affiliation(s)
- Kayvan Tirdad
- Department of Computer Science, Ryerson University, Toronto, Canada
| | - Alex Dela Cruz
- Department of Computer Science, Ryerson University, Toronto, Canada
| | - Alireza Sadeghian
- Department of Computer Science, Ryerson University, Toronto, Canada
- Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Canada
| | - Michael Cusimano
- Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, Canada
- Department of Surgery, University of Toronto, Toronto, Canada
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20
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Shi W, Dong P, Kuss MA, Gu L, Kievit F, Kim HJ, Duan B. Design and Evaluation of an In Vitro Mild Traumatic Brain Injury Modeling System Using 3D Printed Mini Impact Device on the 3D Cultured Human iPSC Derived Neural Progenitor Cells. Adv Healthc Mater 2021; 10:e2100180. [PMID: 33890428 PMCID: PMC8222191 DOI: 10.1002/adhm.202100180] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Revised: 03/15/2021] [Indexed: 12/13/2022]
Abstract
Despite significant progress in understanding the disease mechanism of traumatic brain injury (TBI), promising preclinical therapeutics have seldom been translated into successful clinical outcomes, partially because the model animals have physiological and functional differences in the central nervous system (CNS) compared to humans. Human relevant models are thus urgently required. Here, an in vitro mild TBI (mTBI) modeling system is reported based on 3D cultured human induced pluripotent stem cells (iPSC) derived neural progenitor cells (iPSC-NPCs) to evaluate consequences of single and repetitive mTBI using a 3D printed mini weight-drop impact device. Computational simulation is performed to understand the single/cumulative effects of weight-drop impact on the NPC differentiated neurospheres. Experimental results reveal that neurospheres show reactive astrogliosis and glial scar formation after repetitive (10 hits) mild impacts, while no astrocyte activation is found after one or two mild impacts. A 3D co-culture model of human microglia cells with neurospheres is further developed. It is found that astrocyte response is promoted even after two mild impacts, possibly caused by the chronic neuroinflammation after microglia activation. The in vitro mTBI modeling system recapitulates several hallmarks of the brain impact injury and might serve as a good platform for future drug screening.
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Affiliation(s)
- Wen Shi
- Mary & Dick Holland Regenerative Medicine Program, University of Nebraska, Medical Center, Omaha, NE, 68198, USA
- Division of Cardiology, Department of Internal Medicine, University of Nebraska, Medical Center, Omaha, NE, 68198, USA
| | - Pengfei Dong
- Department of Biomedical and Chemical Engineering and Science, Florida Institute of Technology, Melbourne, FL, 32901, USA
| | - Mitchell A Kuss
- Mary & Dick Holland Regenerative Medicine Program, University of Nebraska, Medical Center, Omaha, NE, 68198, USA
- Division of Cardiology, Department of Internal Medicine, University of Nebraska, Medical Center, Omaha, NE, 68198, USA
| | - Linxia Gu
- Department of Biomedical and Chemical Engineering and Science, Florida Institute of Technology, Melbourne, FL, 32901, USA
| | - Forrest Kievit
- Department of Biological Systems Engineering, University of Nebraska-Lincoln, Lincoln, NE, 68583, USA
| | - Hyung Joon Kim
- Mary & Dick Holland Regenerative Medicine Program, University of Nebraska, Medical Center, Omaha, NE, 68198, USA
- Eppley Institute, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Bin Duan
- Mary & Dick Holland Regenerative Medicine Program, University of Nebraska, Medical Center, Omaha, NE, 68198, USA
- Division of Cardiology, Department of Internal Medicine, University of Nebraska, Medical Center, Omaha, NE, 68198, USA
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE, 68198, USA
- Department of Mechanical Engineering, University of Nebraska-Lincoln, Lincoln, NE, 68588, USA
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21
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McMillan TM, Aslam H, Crowe E, Seddon E, Barry SJE. Associations between significant head injury and persisting disability and violent crime in women in prison in Scotland, UK: a cross-sectional study. Lancet Psychiatry 2021; 8:512-520. [PMID: 33992149 PMCID: PMC8139871 DOI: 10.1016/s2215-0366(21)00082-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 02/22/2021] [Accepted: 02/22/2021] [Indexed: 01/05/2023]
Abstract
BACKGROUND The prevalence of head injury is estimated to be as high as 55% in women in prison and might be a risk factor for violent offending, but evidence is equivocal. The extent of persisting disability is unknown, making decisions about service needs difficult. The UN recognises vulnerabilities in women in prison, but does not include head injury. This study aimed to investigate relationships among head injury, comorbidities, disability, and offending in women in prison. METHODS In this cross-sectional study, women were recruited between Feb 2, 2018, and Sept 30, 2019, from four prisons across Scotland, UK: Her Majesty's Prison (HMP) Cornton Vale, Her Majesty's Young Offenders Institute Polmont, HMP Edinburgh, and HMP Greenock (detaining approximately 355 individuals at the time of recruitment). Women were included if they were aged older than 16 years, fluent in English, able to participate in face-to-face assessment and provide informed consent, and did not have a severe acute disorder of cognition or communication. Head injury, cognition, disability, mental health, and history of abuse and problematic substance use were assessed by interview. History of head injury was assessed with the Ohio State University Traumatic Brain Injury Identification method and disability was assessed with the Glasgow Outcome at Discharge Scale. Comparisons were made between women with and without a history of significant head injury. FINDINGS We recruited 109 (31%) of the 355 women in these prisons. The sample was demographically representative of the approximately 400 individuals in women's prisons in Scotland. Significant head injury (SHI) was found in 85 (78%) of 109 women, of whom 34 (40%) had associated disability. Repeat head injury was reported in 71 (84%) of the 85 women with SHI and, in most cases, this resulted from domestic abuse that had occurred over many years. Women with a history of SHI were significantly more likely to have a history of violent offences than those without a history of SHI (66 [79%] of 85 women in the SHI group vs 13 [54%] of 24 women in the no-SHI group had committed a violent offence; odds ratio [OR] 3·1, 95% CI 1·2-8·1). This effect remained significant after adjusting for current factors (3·1, 1·1-9·0), including comorbidities associated with post-traumatic stress disorder, and was no longer statistically significant after adjusting for historical factors (3·3, 1·0-10·9), such as abuse as a child or adult. Women with SHI had spent longer in prison than women without SHI after adjustment for current (rate ratio 3·4, 1·3-8·4) or historical (3·5, 1·3-9·2) risk factors. INTERPRETATION It is recognised that women in prison are vulnerable because of histories of abuse and problematic substance use; however, history of SHI needs to be included when developing criminal justice policy, interventions to reduce mental health morbidity, and assessment and management of risk of violent offending. FUNDING The Scottish Government.
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Affiliation(s)
- Tom M McMillan
- Institute of Health and Wellbeing, University of Glasgow, Gartnavel Royal Hospital, Glasgow, UK.
| | - Hira Aslam
- Institute of Health and Wellbeing, University of Glasgow, Gartnavel Royal Hospital, Glasgow, UK
| | - Eimear Crowe
- Institute of Health and Wellbeing, University of Glasgow, Gartnavel Royal Hospital, Glasgow, UK
| | - Eleanor Seddon
- Institute of Health and Wellbeing, University of Glasgow, Gartnavel Royal Hospital, Glasgow, UK
| | - Sarah J E Barry
- Department of Mathematics and Statistics, University of Strathclyde, Glasgow, UK
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22
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Espinoza TR, Hendershot KA, Liu B, Knezevic A, Jacobs BB, Gore RK, Guskiewicz KM, Bazarian JJ, Phelps SE, Wright DW, LaPlaca MC. A Novel Neuropsychological Tool for Immersive Assessment of Concussion and Correlation with Subclinical Head Impacts. Neurotrauma Rep 2021; 2:232-244. [PMID: 34223554 PMCID: PMC8240822 DOI: 10.1089/neur.2020.0022] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Mild traumatic brain injury (mTBI) remains a diagnostic challenge and therefore strategies for objective assessment of neurological function are key to limiting long-term sequelae. Current assessment methods are not optimal in austere environments such as athletic fields; therefore, we developed an immersive tool, the Display Enhanced Testing for Cognitive Impairment and mTBI (DETECT) platform, for rapid objective neuropsychological (NP) testing. The objectives of this study were to assess the ability of DETECT to accurately identify neurocognitive deficits associated with concussion and evaluate the relationship between neurocognitive measures and subconcussive head impacts. DETECT was used over a single season of two high school and two college football teams. Study participants were instrumented with Riddell Head Impact Telemetry (HIT) sensors and a subset tested with DETECT immediately after confirmed impacts for different combinations of linear and rotational acceleration. A total of 123 athletes were enrolled and completed baseline testing. Twenty-one players were pulled from play for suspected concussion and tested with DETECT. DETECT was 86.7% sensitive (95% confidence interval [CI]: 59.5%, 98.3%) and 66.7% specific (95% CI: 22.3%, 95.7%) in correctly identifying athletes with concussions (15 of 21). Weak but significant correlations were found between complex choice response time (processing speed and divided attention) and both linear (Spearman rank correlation coefficient 0.262, p = 0.02) and rotational (Spearman coefficient 0.254, p = 0.03) acceleration on a subset of 76 players (113 DETECT tests) with no concussion symptoms. This study demonstrates that DETECT confers moderate to high sensitivity in identifying acute cognitive impairment and suggests that football impacts that do not result in concussion may negatively affect cognitive performance immediately following an impact. Specificity, however, was not optimal and points to the need for additional studies across multiple neurological domains. Given the need for more objective concussion screening in triage situations, DETECT may provide a solution for mTBI assessment.
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Affiliation(s)
- Tamara R Espinoza
- Department of Emergency Medicine, Division of Emergency Neurosciences, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Kristopher A Hendershot
- Department of Emergency Medicine, Division of Emergency Neurosciences, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Brian Liu
- Georgia Tech Research Institute (GTRI), Advanced Human Integration Branch, Atlanta, Georgia, USA
| | - Andrea Knezevic
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Breanne B Jacobs
- Department of Emergency Medicine, Division of Emergency Neurosciences, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Russell K Gore
- Complex Concussion Clinic, Shepherd Center, Atlanta, Georgia, USA
| | - Kevin M Guskiewicz
- Department of Exercise and Sport Science, University of North Carolina, North Carolina, USA
| | - Jeffery J Bazarian
- Department of Emergency Medicine, University of Rochester, Rochester, New York, USA
| | - Shean E Phelps
- Georgia Tech Research Institute (GTRI), Advanced Human Integration Branch, Atlanta, Georgia, USA
| | - David W Wright
- Department of Emergency Medicine, Division of Emergency Neurosciences, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Michelle C LaPlaca
- Department of Biomedical Engineering, Georgia Institute of Technology/Emory University, Atlanta, Georgia, USA
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23
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Tjønndal A, Austmo Wågan F. Athletes' and Coaches' Attitudes Toward Protective Headgear as Concussion and Head Injury Prevention: A Scoping Review. Front Sports Act Living 2021; 3:680773. [PMID: 34113846 PMCID: PMC8185014 DOI: 10.3389/fspor.2021.680773] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 04/26/2021] [Indexed: 01/04/2023] Open
Abstract
The purpose of this article is to map existing research literature on athletes and coaches' attitudes toward protective headgear in sport in relation to concussion and head injury prevention, and to identify and analyse knowledge gaps in the field. A scoping review was conducted in three databases; PubMed, Scopus, SportDiscus, and reference lists were searched to identify relevant grey literature. This process lead to an in-depth analysis of 18 peer-reviewed journal articles. Of the 18 studies identified, the majority focused on athletes (n = 14), only two studies focused on coaches, and two studies included a sample of both athletes and coaches. The findings in this scoping review suggests that there is a discrepancy between attitudes and beliefs about the protective effects of headgear, athletes' behaviour as far as wearing protective headgear, and coaches' behaviour in terms of recommending use of protective headgear to their athletes. The majority of athletes in most of the reviewed literature believed that headgear had protective effects against concussion and other head injuries, however relatively few athletes report wearing this protective headgear unless it was mandatory by competition rules.
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Affiliation(s)
- Anne Tjønndal
- Faculty of Social Sciences, Nord University, Bodø, Norway
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24
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Lasry O, Dendukuri N, Marcoux J, Buckeridge DL. Recurrent Traumatic Brain Injury Surveillance Using Administrative Health Data: A Bayesian Latent Class Analysis. Front Neurol 2021; 12:664631. [PMID: 34054707 PMCID: PMC8160293 DOI: 10.3389/fneur.2021.664631] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 04/09/2021] [Indexed: 11/13/2022] Open
Abstract
Background: The initial injury burden from incident TBI is significantly amplified by recurrent TBI (rTBI). Unfortunately, research assessing the accuracy to conduct rTBI surveillance is not available. Accurate surveillance information on recurrent injuries is needed to justify the allocation of resources to rTBI prevention and to conduct high quality epidemiological research on interventions that mitigate this injury burden. This study evaluates the accuracy of administrative health data (AHD) surveillance case definitions for rTBI and estimates the 1-year rTBI incidence adjusted for measurement error. Methods: A 25% random sample of AHD for Montreal residents from 2000 to 2014 was used in this study. Four widely used TBI surveillance case definitions, based on the International Classification of Disease and on radiological exams of the head, were applied to ascertain suspected rTBI cases. Bayesian latent class models were used to estimate the accuracy of each case definition and the 1-year rTBI measurement-error-adjusted incidence without relying on a gold standard rTBI definition that does not exist, across children (<18 years), adults (18-64 years), and elderly (> =65 years). Results: The adjusted 1-year rTBI incidence was 4.48 (95% CrI 3.42, 6.20) per 100 person-years across all age groups, as opposed to a crude estimate of 8.03 (95% CrI 7.86, 8.21) per 100 person-years. Patients with higher severity index TBI had a significantly higher incidence of rTBI compared to patients with lower severity index TBI. The case definition that identified patients undergoing a radiological examination of the head in the context of any traumatic injury was the most sensitive across children [0.46 (95% CrI 0.33, 0.61)], adults [0.79 (95% CrI 0.64, 0.94)], and elderly [0.87 (95% CrI 0.78, 0.95)]. The most specific case definition was the discharge abstract database in children [0.99 (95% CrI 0.99, 1.00)], and emergency room visits claims in adults/elderly [0.99 (95% CrI 0.99, 0.99)]. Median time to rTBI was the shortest in adults (75 days) and the longest in children (120 days). Conclusion: Conducting accurate surveillance and valid epidemiological research for rTBI using AHD is feasible when measurement error is accounted for.
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Affiliation(s)
- Oliver Lasry
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, QC, Canada.,Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada
| | - Nandini Dendukuri
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, QC, Canada
| | - Judith Marcoux
- Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada
| | - David L Buckeridge
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, QC, Canada
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25
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Gozt AK, Hellewell SC, Thorne J, Thomas E, Buhagiar F, Markovic S, Van Houselt A, Ring A, Arendts G, Smedley B, Van Schalkwyk S, Brooks P, Iliff J, Celenza A, Mukherjee A, Xu D, Robinson S, Honeybul S, Cowen G, Licari M, Bynevelt M, Pestell CF, Fatovich D, Fitzgerald M. Predicting outcome following mild traumatic brain injury: protocol for the longitudinal, prospective, observational Concussion Recovery ( CREST) cohort study. BMJ Open 2021; 11:e046460. [PMID: 33986061 PMCID: PMC8126315 DOI: 10.1136/bmjopen-2020-046460] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
INTRODUCTION Mild traumatic brain injury (mTBI) is a complex injury with heterogeneous physical, cognitive, emotional and functional outcomes. Many who sustain mTBI recover within 2 weeks of injury; however, approximately 10%-20% of individuals experience mTBI symptoms beyond this 'typical' recovery timeframe, known as persistent post-concussion symptoms (PPCS). Despite increasing interest in PPCS, uncertainty remains regarding its prevalence in community-based populations and the extent to which poor recovery may be identified using early predictive markers. OBJECTIVE (1) Establish a research dataset of people who have experienced mTBI and document their recovery trajectories; (2) Evaluate a broad range of novel and established prognostic factors for inclusion in a predictive model for PPCS. METHODS AND ANALYSIS The Concussion Recovery Study (CREST) is a prospective, longitudinal observational cohort study conducted in Perth, Western Australia. CREST is recruiting adults aged 18-65 from medical and community-based settings with acute diagnosis of mTBI. CREST will create a state-wide research dataset of mTBI cases, with data being collected in two phases. Phase I collates data on demographics, medical background, lifestyle habits, nature of injury and acute mTBI symptomatology. In Phase II, participants undergo neuropsychological evaluation, exercise tolerance and vestibular/ocular motor screening, MRI, quantitative electroencephalography and blood-based biomarker assessment. Follow-up is conducted via telephone interview at 1, 3, 6 and 12 months after injury. Primary outcome measures are presence of PPCS and quality of life, as measured by the Post-Concussion Symptom Scale and the Quality of Life after Brain Injury questionnaires, respectively. Multivariate modelling will examine the prognostic value of promising factors. ETHICS AND DISSEMINATION Human Research Ethics Committees of Royal Perth Hospital (#RGS0000003024), Curtin University (HRE2019-0209), Ramsay Health Care (#2009) and St John of God Health Care (#1628) have approved this study protocol. Findings will be published in peer-reviewed journals and presented at scientific conferences. TRIAL REGISTRATION NUMBER ACTRN12619001226190.
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Affiliation(s)
- Aleksandra Karolina Gozt
- Curtin Health Innovation Research Institute, Curtin University Faculty of Health Sciences, Bentley, Western Australia, Australia
- Perron Institute of Neurological and Translational Science, Nedlands, Western Australia, Australia
| | - Sarah Claire Hellewell
- Curtin Health Innovation Research Institute, Curtin University Faculty of Health Sciences, Bentley, Western Australia, Australia
| | - Jacinta Thorne
- Curtin Health Innovation Research Institute, Curtin University Faculty of Health Sciences, Bentley, Western Australia, Australia
| | - Elizabeth Thomas
- Centre for Clinical Research Excellence, School of Population Health, Curtin University, Bentley, Western Australia, Australia
- Division of Surgery, Faculty of Health & Medical Sciences, The University of Western Australia, Crawley, Western Australia, Australia
| | - Francesca Buhagiar
- School of Psychological Science, The University of Western Australia, Crawley, Western Australia, Australia
| | - Shaun Markovic
- Australian Alzheimer's Research Foundation, Nedlands, Western Australia, Australia
- The Centre for Healthy Ageing, Health Futures Institute, Murdoch University, Murdoch, Western Australia, Australia
| | - Anoek Van Houselt
- School of Human Sciences, The University of Western Australia, Crawley, Western Australia, Australia
| | - Alexander Ring
- Institute for Immunology and Infectious Diseases, Murdoch University, Murdoch, Western Australia, Australia
- School of Physiotherapy and Exercise Science, Curtin University Faculty of Health Sciences, Bentley, Western Australia, Australia
| | - Glenn Arendts
- Emergency Department, Fiona Stanley Hospital, Murdoch, Western Australia, Australia
- Centre for Clinical Research in Emergency Medicine, Harry Perkins Institute of Medical Research, Nedlands, Western Australia, Australia
| | - Ben Smedley
- Emergency Department, Rockingham General Hospital, Cooloongup, Western Australia, Australia
| | - Sjinene Van Schalkwyk
- Emergency Department, Joondalup Health Campus, Joondalup, Western Australia, Australia
| | - Philip Brooks
- Emergency Department, Saint John of God Midland Public Hospital, Midland, Western Australia, Australia
- School of Medicine, The University of Notre Dame and Curtin Medical School, Curtin University, Perth, Western Australia, Australia
- Curtin Medical School, Curtin University, Bentley, Western Australia, Australia
| | - John Iliff
- Curtin Medical School, Curtin University, Bentley, Western Australia, Australia
- Emergency Department, Saint John of God Hospital Murdoch, Murdoch, Western Australia, Australia
- Emergency Department, Royal Perth Hospital, Perth, Western Australia, Australia
- Royal Flying Doctor Service- Western Operations, Jandakot, Western Australia, Australia
| | - Antonio Celenza
- Emergency Department, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia
- Division of Emergency Medicine, School of Medicine, The University of Western Australia, Crawley, Western Australia, Australia
| | - Ashes Mukherjee
- Emergency Department, Armadale Health Service, Mount Nasura, Western Australia, Australia
| | - Dan Xu
- Centre for Clinical Research Excellence, School of Population Health, Curtin University, Bentley, Western Australia, Australia
- The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Suzanne Robinson
- Centre for Clinical Research Excellence, School of Population Health, Curtin University, Bentley, Western Australia, Australia
| | - Stephen Honeybul
- Statewide Director of Neurosurgery, Department of Health Government of Western Australia, Perth, Western Australia, Australia
- Head of Department, Sir Charles Gairdner Hospital, Royal Perth Hospital and Fiona Stanley Hospital, Perth, Western Australia, Australia
| | - Gill Cowen
- Curtin Medical School, Curtin University, Bentley, Western Australia, Australia
| | - Melissa Licari
- School of Human Sciences, The University of Western Australia, Crawley, Western Australia, Australia
- Telethon Kids Institute, West Perth, Western Australia, Australia
| | - Michael Bynevelt
- Division of Surgery, School of Medicine, The University of Western Australia, Crawley, Western Australia, Australia
- The Neurological Intervention & Imaging Service of Western Australia at Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia
| | - Carmela F Pestell
- Curtin Health Innovation Research Institute, Curtin University Faculty of Health Sciences, Bentley, Western Australia, Australia
- School of Psychological Science, The University of Western Australia, Crawley, Western Australia, Australia
| | - Daniel Fatovich
- Centre for Clinical Research in Emergency Medicine, Harry Perkins Institute of Medical Research, Nedlands, Western Australia, Australia
- Emergency Medicine, Royal Perth Hospital, The University of Western Australia, Perth, Western Australia, Australia
| | - Melinda Fitzgerald
- Curtin Health Innovation Research Institute, Curtin University Faculty of Health Sciences, Bentley, Western Australia, Australia
- Perron Institute of Neurological and Translational Science, Nedlands, Western Australia, Australia
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26
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Draper N, Kabaliuk N, Stitt D, Alexander K. Potential of Soft-Shelled Rugby Headgear to Reduce Linear Impact Accelerations. JOURNAL OF HEALTHCARE ENGINEERING 2021; 2021:5567625. [PMID: 33981403 PMCID: PMC8088347 DOI: 10.1155/2021/5567625] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 04/10/2021] [Accepted: 04/16/2021] [Indexed: 12/01/2022]
Abstract
The purpose of this study was to examine the potential of soft-shelled rugby headgear to reduce linear impact accelerations. A hybrid III head form instrumented with a 3-axis accelerometer was used to assess headgear performance on a drop test rig. Six headgear units were examined in this study: Canterbury Clothing Company (CCC) Ventilator, Kukri, 2nd Skull, N-Pro, and two Gamebreaker headgear units of different sizes (headgears 1-6, respectively). Drop heights were 238, 300, 610, and 912 mm with 5 orientations at each height (forehead, front boss, rear, rear boss, and side). Impact severity was quantified using peak linear acceleration (PLA) and head injury criterion (HIC). All headgear was tested in comparison to a no headgear condition (for all heights). Compared to the no headgear condition, all headgear significantly reduced PLA and HIC at 238 mm (16.2-45.3% PLA and 29.2-62.7% HIC reduction; P < 0.0005, η p 2 = 0.987-0.991). Headgear impact attenuation lowered significantly as the drop height increased (32.4-5.6% PLA and 50.9-11.7% HIC reduction at 912 mm). There were no significant differences in PLA or HIC reduction between headgear units 1-3. Post hoc testing indicated that headgear units 4-6 significantly outperformed headgear units 1-3 and additionally headgear units 5 and 6 significantly outperformed headgear 4 (P < 0.05). The lowest reduction PLA and HIC was for impacts rear orientation for headgear units 1-4 (3.3 ± 3.6%-11 ± 5.8%). In contrast, headgear units 5 and 6 significantly outperformed all other headgear in this orientation (P < 0.0005, η p 2 = 0.982-0.990). Side impacts showed the greatest reduction in PLA and HIC for all headgear. All headgear units tested demonstrated some degree of reduction in PLA and HIC from a linear impact; however, units 4-6 performed significantly better than headgear units 1-3.
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Affiliation(s)
- Nick Draper
- School of Health Sciences, University of Canterbury, Christchurch, New Zealand
| | - Natalia Kabaliuk
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand
| | - Danyon Stitt
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand
| | - Keith Alexander
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand
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27
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Gard A, Tegner Y, Bakhsheshi MF, Marklund N. Selective head-neck cooling after concussion shortens return-to-play in ice hockey players. Concussion 2021; 6:CNC90. [PMID: 34084556 PMCID: PMC8162197 DOI: 10.2217/cnc-2021-0002] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
We aimed to investigate whether selective head–neck cooling could shorten recovery after sports-related concussions (SRCs). In a nonrandomized study of 15 Swedish professional ice hockey teams, 29 concussed players received immediate head and neck cooling for ≥30 min (initiated at 12.3 ± 9.2 min post-SRC by a portable cooling system), and 52 SRC controls received standard management. Players receiving head–neck cooling had shorter time to return-to-play than controls (7 vs 12.5 days, p < 0.0001), and 7% in the intervention group versus 25% in the control group were out of play for ≥3 weeks (p = 0.07). Immediate selective head–neck cooling is a promising option in the acute management of SRC that should be addressed in larger cohorts.
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Affiliation(s)
- Anna Gard
- Lund University, Skåne University Hospital, Department of Clinical Sciences Lund, Neurosurgery, Lund, Sweden
| | - Yelverton Tegner
- Department of Health Sciences, Luleå University of Technology, Luleå, Sweden
| | - Mohammad Fazel Bakhsheshi
- Lund University, Family Medicine & Community Medicine, Lund, Sweden.,BrainCool AB, Medicon Village, Lund, Sweden
| | - Niklas Marklund
- Lund University, Skåne University Hospital, Department of Clinical Sciences Lund, Neurosurgery, Lund, Sweden
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28
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A new open-access platform for measuring and sharing mTBI data. Sci Rep 2021; 11:7501. [PMID: 33820939 PMCID: PMC8021549 DOI: 10.1038/s41598-021-87085-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 03/15/2021] [Indexed: 11/08/2022] Open
Abstract
Despite numerous research efforts, the precise mechanisms of concussion have yet to be fully uncovered. Clinical studies on high-risk populations, such as contact sports athletes, have become more common and give insight on the link between impact severity and brain injury risk through the use of wearable sensors and neurological testing. However, as the number of institutions operating these studies grows, there is a growing need for a platform to share these data to facilitate our understanding of concussion mechanisms and aid in the development of suitable diagnostic tools. To that end, this paper puts forth two contributions: (1) a centralized, open-access platform for storing and sharing head impact data, in collaboration with the Federal Interagency Traumatic Brain Injury Research informatics system (FITBIR), and (2) a deep learning impact detection algorithm (MiGNet) to differentiate between true head impacts and false positives for the previously biomechanically validated instrumented mouthguard sensor (MiG2.0), all of which easily interfaces with FITBIR. We report 96% accuracy using MiGNet, based on a neural network model, improving on previous work based on Support Vector Machines achieving 91% accuracy, on an out of sample dataset of high school and collegiate football head impacts. The integrated MiG2.0 and FITBIR system serve as a collaborative research tool to be disseminated across multiple institutions towards creating a standardized dataset for furthering the knowledge of concussion biomechanics.
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29
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Esopenko C, Meyer J, Wilde EA, Marshall AD, Tate DF, Lin AP, Koerte IK, Werner KB, Dennis EL, Ware AL, de Souza NL, Menefee DS, Dams-O'Connor K, Stein DJ, Bigler ED, Shenton ME, Chiou KS, Postmus JL, Monahan K, Eagan-Johnson B, van Donkelaar P, Merkley TL, Velez C, Hodges CB, Lindsey HM, Johnson P, Irimia A, Spruiell M, Bennett ER, Bridwell A, Zieman G, Hillary FG. A global collaboration to study intimate partner violence-related head trauma: The ENIGMA consortium IPV working group. Brain Imaging Behav 2021; 15:475-503. [PMID: 33405096 PMCID: PMC8785101 DOI: 10.1007/s11682-020-00417-0] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/02/2020] [Indexed: 12/11/2022]
Abstract
Intimate partner violence includes psychological aggression, physical violence, sexual violence, and stalking from a current or former intimate partner. Past research suggests that exposure to intimate partner violence can impact cognitive and psychological functioning, as well as neurological outcomes. These seem to be compounded in those who suffer a brain injury as a result of trauma to the head, neck or body due to physical and/or sexual violence. However, our understanding of the neurobehavioral and neurobiological effects of head trauma in this population is limited due to factors including difficulty in accessing/recruiting participants, heterogeneity of samples, and premorbid and comorbid factors that impact outcomes. Thus, the goal of the Enhancing NeuroImaging Genetics through Meta-Analysis (ENIGMA) Consortium Intimate Partner Violence Working Group is to develop a global collaboration that includes researchers, clinicians, and other key community stakeholders. Participation in the working group can include collecting harmonized data, providing data for meta- and mega-analysis across sites, or stakeholder insight on key clinical research questions, promoting safety, participant recruitment and referral to support services. Further, to facilitate the mega-analysis of data across sites within the working group, we provide suggestions for behavioral surveys, cognitive tests, neuroimaging parameters, and genetics that could be used by investigators in the early stages of study design. We anticipate that the harmonization of measures across sites within the working group prior to data collection could increase the statistical power in characterizing how intimate partner violence-related head trauma impacts long-term physical, cognitive, and psychological health.
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Affiliation(s)
- Carrie Esopenko
- Department of Rehabilitation & Movement Sciences, School of Health Professions, Rutgers Biomedical and Health Sciences, Newark, NJ, 07107, USA.
- Department of Health Informatics, School of Health Professions, Rutgers Biomedical and Health Sciences, Newark, NJ, 07107, USA.
| | - Jessica Meyer
- Department of Psychiatry, Summa Health System, Akron, OH, 44304, USA
| | - Elisabeth A Wilde
- Traumatic Brain Injury and Concussion Center, Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, 84132, USA
- George E. Wahlen Veterans Affairs Medical Center, Salt Lake City, UT, 84148, USA
| | - Amy D Marshall
- Department of Psychology, Pennsylvania State University, University Park, PA, 16802, USA
| | - David F Tate
- Traumatic Brain Injury and Concussion Center, Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, 84132, USA
- George E. Wahlen Veterans Affairs Medical Center, Salt Lake City, UT, 84148, USA
| | - Alexander P Lin
- Department of Clinical Spectroscopy, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA
| | - Inga K Koerte
- Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwig-Maximilians-Universität, 80336, Munich, Germany
- Psychiatry Neuroimaging Laboratory, Brigham & Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA
| | - Kimberly B Werner
- College of Nursing, University of Missouri, St. Louis, MO, 63121, USA
| | - Emily L Dennis
- Traumatic Brain Injury and Concussion Center, Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, 84132, USA
- George E. Wahlen Veterans Affairs Medical Center, Salt Lake City, UT, 84148, USA
| | - Ashley L Ware
- Traumatic Brain Injury and Concussion Center, Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, 84132, USA
- Department of Psychology, University of Calgary, Calgary, AB, T2N 1N4, Canada
| | - Nicola L de Souza
- School of Graduate Studies, Biomedical Sciences, Rutgers, The State University of New Jersey, Newark, NJ, 07103, USA
| | | | - Kristen Dams-O'Connor
- Department of Rehabilitation Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Dan J Stein
- Department of Psychiatry and Neuroscience Institute, South African Medical Research Council Unit on Risk & Resilience in Mental Disorders, University of Cape Town, Cape Town, 7501, South Africa
| | - Erin D Bigler
- Traumatic Brain Injury and Concussion Center, Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, 84132, USA
- Department of Psychology, Brigham Young University, Provo, UT, 84602, USA
| | - Martha E Shenton
- College of Nursing, University of Missouri, St. Louis, MO, 63121, USA
- Departments of Psychiatry and Radiology, Brigham & Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA
- Veterans Affairs, Boston Healthcare System, Boston, MA, 02130, USA
| | - Kathy S Chiou
- Department of Psychology, University of Nebraska-Lincoln, Lincoln, NE, 68588, USA
| | - Judy L Postmus
- School of Social Work, University of Maryland, Baltimore, USA
| | - Kathleen Monahan
- School of Social Welfare, Stony Brook University, Stony Brook, NY, 11794-8231, USA
| | | | - Paul van Donkelaar
- School of Health and Exercise Sciences, University of British Columbia, Kelowna, BC, V1V 1V7, Canada
| | - Tricia L Merkley
- Traumatic Brain Injury and Concussion Center, Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, 84132, USA
- Department of Psychology, Brigham Young University, Provo, UT, 84602, USA
- Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Carmen Velez
- Traumatic Brain Injury and Concussion Center, Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, 84132, USA
| | - Cooper B Hodges
- Traumatic Brain Injury and Concussion Center, Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, 84132, USA
- George E. Wahlen Veterans Affairs Medical Center, Salt Lake City, UT, 84148, USA
- Department of Psychology, Brigham Young University, Provo, UT, 84602, USA
| | - Hannah M Lindsey
- Traumatic Brain Injury and Concussion Center, Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, 84132, USA
- George E. Wahlen Veterans Affairs Medical Center, Salt Lake City, UT, 84148, USA
- Department of Psychology, Brigham Young University, Provo, UT, 84602, USA
| | - Paula Johnson
- Traumatic Brain Injury and Concussion Center, Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, 84132, USA
- George E. Wahlen Veterans Affairs Medical Center, Salt Lake City, UT, 84148, USA
- Neuroscience Center, Brigham Young University, Provo, UT, 84602, USA
| | - Andrei Irimia
- Ethel Percy Andrus Gerontology Center, Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, 90089, USA
- Denney Research Center Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, 90089, USA
| | - Matthew Spruiell
- Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Esther R Bennett
- Rutgers University School of Social Work, New Brunswick, NJ, 08901, USA
| | - Ashley Bridwell
- Barrow Concussion and Brain Injury Center, Barrow Neurological Institute, Phoenix, AZ, USA
| | - Glynnis Zieman
- Barrow Concussion and Brain Injury Center, Barrow Neurological Institute, Phoenix, AZ, USA
| | - Frank G Hillary
- Department of Psychology, Pennsylvania State University, University Park, PA, 16802, USA
- Social Life and Engineering Sciences Imaging Center, University Park, PA, 16802, USA
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30
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Churchill NW, Hutchison MG, Graham SJ, Schweizer TA. Long-term changes in the small-world organization of brain networks after concussion. Sci Rep 2021; 11:6862. [PMID: 33767293 PMCID: PMC7994718 DOI: 10.1038/s41598-021-85811-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2020] [Accepted: 03/04/2021] [Indexed: 11/09/2022] Open
Abstract
There is a growing body of literature using functional MRI to study the acute and long-term effects of concussion on functional brain networks. To date, studies have largely focused on changes in pairwise connectivity strength between brain regions. Less is known about how concussion affects whole-brain network topology, particularly the “small-world” organization which facilitates efficient communication at both local and global scales. The present study addressed this knowledge gap by measuring local and global efficiency of 26 concussed athletes at acute injury, return to play (RTP) and one year post-RTP, along with a cohort of 167 athletic controls. On average, concussed athletes showed no alterations in local efficiency but had elevated global efficiency at acute injury, which had resolved by RTP. Athletes with atypically long recovery, however, had reduced global efficiency at 1 year post-RTP, suggesting long-term functional abnormalities for this subgroup. Analyses of nodal efficiency further indicated that global network changes were driven by high-efficiency visual and sensorimotor regions and low-efficiency frontal and subcortical regions. This study provides evidence that concussion causes subtle acute and long-term changes in the small-world organization of the brain, with effects that are related to the clinical profile of recovery.
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Affiliation(s)
- N W Churchill
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, ON, Canada. .,Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada.
| | - M G Hutchison
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, ON, Canada.,Faculty of Kinesiology and Physical Education, University of Toronto, Toronto, ON, Canada
| | - S J Graham
- Physical Sciences Platform, Sunnybrook Research Institute, Sunnybrook Health Science Center, Toronto, ON, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - T A Schweizer
- Keenan Research Centre for Biomedical Science, St. Michael's Hospital, Toronto, ON, Canada.,Neuroscience Research Program, St. Michael's Hospital, Toronto, ON, Canada.,Faculty of Medicine (Neurosurgery), University of Toronto, Toronto, ON, Canada.,The Institute of Biomaterials and Biomedical Engineering (IBBME), University of Toronto, Toronto, ON, Canada
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31
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Data-Driven Risk Classification of Concussion Rates: A Systematic Review and Meta-Analysis. Sports Med 2021; 51:1227-1244. [PMID: 33721284 DOI: 10.1007/s40279-021-01428-7] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/27/2021] [Indexed: 01/10/2023]
Abstract
BACKGROUND Concussion is a growing public health concern and generating concussion prevention programs depends on identifying high-risk sports and characteristics. Identifying the roles of sport, sex, and participation level (e.g., high school versus collegiate athletics) in concussion risk would facilitate more informed decision-making regarding sports participation and generate better targeted prevention strategies. OBJECTIVES The current study's objectives were to: (1) determine the magnitude and hierarchy of sports-related concussion (SRC) risk across an array of events and (2) evaluate the modifying roles of sex, participation level, and session type on SRC rates. METHODS A literature search was conducted on PubMed, searching concussion studies published between 2001 and December 2019. Inclusion criteria for studies required: (1) concussion occurred during sport, (2) that the SRC was clinically diagnosed, and (3) athlete exposures and concussions could be extracted or estimated. A study was excluded if it: (1) was not an original research article, (2) was not written in English language, (3) was an animal study, (4) did not have enough data to calculate SRC rates, (5) included professional or youth sample, and/or (6) contained data collected prior to 2001. The meta-analysis and meta-regression analyses were fit using a random effects model. RESULTS Search results returned 2695 unique research articles, with 83 studies included in analyses. Sport, sex, participation level, and session type all significantly influenced SRC rates. Overall, rugby had the highest concussion rate and was classified as the highest risk sport (28.25 concussions per 10,000 athlete exposures). Overall, females had a higher concussion rate than males. Only lacrosse demonstrated a higher concussion rate for males compared to females. Collegiate athletes had higher concussion rates than high school athletes. Games were associated with 2.01 more concussions per 10,000 AEs than practices. CONCLUSIONS This meta-analysis demonstrated rugby has the highest concussion risk, followed by American Football, ice hockey, and wrestling. Concussion risk was influenced by sport, sex, participation, and session. Identifying the factors and environments that influence concussion risk can facilitate risk reduction and prevention strategies.
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32
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Miller LE, Urban JE, Davenport EM, Powers AK, Whitlow CT, Maldjian JA, Stitzel JD. Brain Strain: Computational Model-Based Metrics for Head Impact Exposure and Injury Correlation. Ann Biomed Eng 2021; 49:1083-1096. [PMID: 33258089 PMCID: PMC10032321 DOI: 10.1007/s10439-020-02685-9] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Accepted: 10/20/2020] [Indexed: 12/20/2022]
Abstract
Athletes participating in contact sports are exposed to repetitive subconcussive head impacts that may have long-term neurological consequences. To better understand these impacts and their effects, head impacts are often measured during football to characterize head impact exposure and estimate injury risk. Despite widespread use of kinematic-based metrics, it remains unclear whether any single metric derived from head kinematics is well-correlated with measurable changes in the brain. This shortcoming has motivated the increasing use of finite element (FE)-based metrics, which quantify local brain deformations. Additionally, quantifying cumulative exposure is of increased interest to examine the relationship to brain changes over time. The current study uses the atlas-based brain model (ABM) to predict the strain response to impacts sustained by 116 youth football athletes and proposes 36 new, or derivative, cumulative strain-based metrics that quantify the combined burden of head impacts over the course of a season. The strain-based metrics developed and evaluated for FE modeling and presented in the current study present potential for improved analytics over existing kinematically-based and cumulative metrics. Additionally, the findings highlight the importance of accounting for directional dependence and expand the techniques to explore spatial distribution of the strain response throughout the brain.
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Affiliation(s)
- Logan E Miller
- Department of Biomedical Engineering, Wake Forest School of Medicine, 575 N. Patterson Avenue, Suite 530, Winston-Salem, NC, 27101, USA.
- School of Biomedical Engineering and Sciences, Virginia Tech - Wake Forest University, 575 N. Patterson Avenue, Suite 530, Winston-Salem, NC, 27101, USA.
| | - Jillian E Urban
- Department of Biomedical Engineering, Wake Forest School of Medicine, 575 N. Patterson Avenue, Suite 530, Winston-Salem, NC, 27101, USA
- School of Biomedical Engineering and Sciences, Virginia Tech - Wake Forest University, 575 N. Patterson Avenue, Suite 530, Winston-Salem, NC, 27101, USA
| | - Elizabeth M Davenport
- Department of Radiology, Southwestern Medical School, University of Texas, 5323 Harry Hines Boulevard, Dallas, TX, 75390, USA
| | - Alexander K Powers
- Department of Biomedical Engineering, Wake Forest School of Medicine, 575 N. Patterson Avenue, Suite 530, Winston-Salem, NC, 27101, USA
- Department of Neurosurgery, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC, 27157, USA
| | - Christopher T Whitlow
- Department of Biomedical Engineering, Wake Forest School of Medicine, 575 N. Patterson Avenue, Suite 530, Winston-Salem, NC, 27101, USA
- Department of Radiology, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC, 27157, USA
| | - Joseph A Maldjian
- Department of Radiology, Southwestern Medical School, University of Texas, 5323 Harry Hines Boulevard, Dallas, TX, 75390, USA
| | - Joel D Stitzel
- Department of Biomedical Engineering, Wake Forest School of Medicine, 575 N. Patterson Avenue, Suite 530, Winston-Salem, NC, 27101, USA
- School of Biomedical Engineering and Sciences, Virginia Tech - Wake Forest University, 575 N. Patterson Avenue, Suite 530, Winston-Salem, NC, 27101, USA
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33
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Arciniega H, Shires J, Furlong S, Kilgore-Gomez A, Cerreta A, Murray NG, Berryhill ME. Impaired visual working memory and reduced connectivity in undergraduates with a history of mild traumatic brain injury. Sci Rep 2021; 11:2789. [PMID: 33531546 PMCID: PMC7854733 DOI: 10.1038/s41598-021-80995-1] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Accepted: 01/01/2021] [Indexed: 12/30/2022] Open
Abstract
Mild traumatic brain injury (mTBI), or concussion, accounts for 85% of all TBIs. Yet survivors anticipate full cognitive recovery within several months of injury, if not sooner, dependent upon the specific outcome/measure. Recovery is variable and deficits in executive function, e.g., working memory (WM) can persist years post-mTBI. We tested whether cognitive deficits persist in otherwise healthy undergraduates, as a conservative indicator for mTBI survivors at large. We collected WM performance (change detection, n-back tasks) using various stimuli (shapes, locations, letters; aurally presented numbers and letters), and wide-ranging cognitive assessments (e.g., RBANS). We replicated the observation of a general visual WM deficit, with preserved auditory WM. Surprisingly, visual WM deficits were equivalent in participants with a history of mTBI (mean 4.3 years post-injury) and in undergraduates with recent sports-related mTBI (mean 17 days post-injury). In seeking the underlying mechanism of these behavioral deficits, we collected resting state fMRI (rsfMRI) and EEG (rsEEG). RsfMRI revealed significantly reduced connectivity within WM-relevant networks (default mode, central executive, dorsal attention, salience), whereas rsEEG identified no differences (modularity, global efficiency, local efficiency). In summary, otherwise healthy current undergraduates with a history of mTBI present behavioral deficits with evidence of persistent disconnection long after full recovery is expected.
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Affiliation(s)
- Hector Arciniega
- Department of Psychology, Programs in Cognitive and Brain Sciences, and Integrative Neuroscience, University of Nevada, 1664 N. Virginia St., MS 296, Reno, NV, 89557, USA.
- Psychiatry Neuroimaging Laboratory, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, 02215, USA.
| | - Jorja Shires
- Department of Psychology, Programs in Cognitive and Brain Sciences, and Integrative Neuroscience, University of Nevada, 1664 N. Virginia St., MS 296, Reno, NV, 89557, USA
| | - Sarah Furlong
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Alexandrea Kilgore-Gomez
- Department of Psychology, Programs in Cognitive and Brain Sciences, and Integrative Neuroscience, University of Nevada, 1664 N. Virginia St., MS 296, Reno, NV, 89557, USA
| | - Adelle Cerreta
- Department of Psychology, Programs in Cognitive and Brain Sciences, and Integrative Neuroscience, University of Nevada, 1664 N. Virginia St., MS 296, Reno, NV, 89557, USA
| | - Nicholas G Murray
- Department of Psychology, Programs in Cognitive and Brain Sciences, and Integrative Neuroscience, University of Nevada, 1664 N. Virginia St., MS 296, Reno, NV, 89557, USA
- School of Community Health Sciences, University of Nevada, Reno, 89557, USA
| | - Marian E Berryhill
- Department of Psychology, Programs in Cognitive and Brain Sciences, and Integrative Neuroscience, University of Nevada, 1664 N. Virginia St., MS 296, Reno, NV, 89557, USA
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34
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Clark AL, Weigand AJ, Bangen KJ, Merritt VC, Bondi MW, Delano-Wood L. Repetitive mTBI is associated with age-related reductions in cerebral blood flow but not cortical thickness. J Cereb Blood Flow Metab 2021; 41:431-444. [PMID: 32248731 PMCID: PMC8369996 DOI: 10.1177/0271678x19897443] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Mild traumatic brain injury (mTBI) is a risk factor for Alzheimer's disease (AD), and evidence suggests cerebrovascular dysregulation initiates deleterious neurodegenerative cascades. We examined whether mTBI history alters cerebral blood flow (CBF) and cortical thickness in regions vulnerable to early AD-related changes. Seventy-four young to middle-aged Veterans (mean age = 34, range = 23-48) underwent brain scans. Participants were divided into: (1) Veteran Controls (n = 27), (2) 1-2 mTBIs (n = 26), and (2) 3+ mTBIs (n = 21) groups. Resting CBF was measured using MP-PCASL. T1 structural scans were processed with FreeSurfer. CBF and cortical thickness estimates were extracted from nine AD-vulnerable regions. Regression analyses examined whether mTBI moderated the association between age, CBF, and cortical thickness. Regressions adjusting for sex and posttraumatic stress revealed mTBI moderated the association between age and CBF of the precuneus as well as superior and inferior parietal cortices (p's < .05); increasing age was associated with lower CBF in the 3+ mTBIs group, but not in the VCs or 1-2 mTBIs groups. mTBI did not moderate associations between age and cortical thickness (p's >.05). Repetitive mTBI is associated with cerebrovascular dysfunction in AD-vulnerable regions and may accelerate pathological aging trajectories.
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Affiliation(s)
- Alexandra L Clark
- VA San Diego Healthcare System (VASDHS), San Diego, CA, USA.,School of Medicine, Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Alexandra J Weigand
- San Diego State University/University of California, San Diego (SDSU/UCSD) Joint Doctoral Program in Clinical Psychology, San Diego, CA, USA
| | - Katherine J Bangen
- VA San Diego Healthcare System (VASDHS), San Diego, CA, USA.,School of Medicine, Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Victoria C Merritt
- VA San Diego Healthcare System (VASDHS), San Diego, CA, USA.,School of Medicine, Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Mark W Bondi
- VA San Diego Healthcare System (VASDHS), San Diego, CA, USA.,School of Medicine, Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Lisa Delano-Wood
- VA San Diego Healthcare System (VASDHS), San Diego, CA, USA.,School of Medicine, Department of Psychiatry, University of California San Diego, San Diego, CA, USA.,Center of Excellence for Stress and Mental Health, VASDHS, San Diego, CA, USA
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35
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Costanza A, Radomska M, Zenga F, Amerio A, Aguglia A, Serafini G, Amore M, Berardelli I, Ojio Y, Nguyen KD. Severe Suicidality in Athletes with Chronic Traumatic Encephalopathy: A Case Series and Overview on Putative Ethiopathogenetic Mechanisms. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18030876. [PMID: 33498520 PMCID: PMC7908343 DOI: 10.3390/ijerph18030876] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 01/13/2021] [Accepted: 01/15/2021] [Indexed: 12/14/2022]
Abstract
Chronic traumatic encephalopathy (CTE) results from repetitive brain injuries and is a common neurotraumatic sequela in contact sports. CTE is often accompanied by neuropsychiatric symptoms, which could escalate to suicidal ideation (SI) and suicidal behaviour (SB). Nevertheless, fairly limited emphasis about the association between suicidality and CTE exists in medical literature. Here, we report two cases of retired professional athletes in high contact sports (boxing and ice hockey) who have developed similar clinical trajectories characterized by progressive neuropsychiatric symptoms compatible with a CTE diagnosis and subsequent SB in its severe forms (medical serious suicide attempt (SA) and completed suicide). In addition to the description of outlining clinical, neuropsychological, neuroimaging, and differential diagnosis elements related to these cases, we also hypothesized some mechanisms that might augment the suicide risk in CTE. They include those related to neurobiological (neuroanatomic/neuroinflammatory) dysfunctions as well as those pertaining to psychiatry and psychosocial maladaptation to neurotraumas and retirement from professional competitive activity. Findings described here can provide clinical pictures to improve the identification of patients with CTE and also potential mechanistic insights to refine the knowledge of eventual severe SB development, which might enable its earlier prevention.
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Affiliation(s)
- Alessandra Costanza
- Department of Psychiatry, Faculty of Medicine, University of Geneva (UNIGE), 1211 Geneva, Switzerland
- Department of Psychiatry, ASO Santi Antonio e Biagio e Cesare Arrigo Hospital, 15121 Alessandria, Italy
- Correspondence:
| | - Michalina Radomska
- Faculty of Psychology, University of Geneva (UNIGE), 1206 Geneva, Switzerland;
| | - Francesco Zenga
- Department of Neurosurgery, City of Health and Science Hospital, 10126 Torino, Italy;
| | - Andrea Amerio
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, Section of Psychiatry, University of Genoa, 16132 Genoa, Italy; (A.A.); (A.A.); (G.S.); (M.A.)
- IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy
- Department of Psychiatry, Tufts University, Boston, MA 02111, USA
| | - Andrea Aguglia
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, Section of Psychiatry, University of Genoa, 16132 Genoa, Italy; (A.A.); (A.A.); (G.S.); (M.A.)
- IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Gianluca Serafini
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, Section of Psychiatry, University of Genoa, 16132 Genoa, Italy; (A.A.); (A.A.); (G.S.); (M.A.)
- IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Mario Amore
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, Section of Psychiatry, University of Genoa, 16132 Genoa, Italy; (A.A.); (A.A.); (G.S.); (M.A.)
- IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Isabella Berardelli
- Suicide Prevention Center, Department of Neurosciences, Mental Health and Sensory Organs, Sant’Andrea Hospital, Sapienza University of Rome, 00189 Rome, Italy;
| | - Yasutaka Ojio
- National Center of Neurology and Psychiatry, Department of Community Mental Health Law, National Institute of Mental Health, Tokyo 187-8553, Japan;
| | - Khoa D. Nguyen
- Department of Microbiology and Immunology, Stanford University, Palo Alto, CA 94304, USA;
- Tranquis Therapeutics, Palo Alto, CA 94304, USA
- Hong Kong University of Science and Technology, Hong Kong, China
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36
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Fino PC, Weightman MM, Dibble LE, Lester ME, Hoppes CW, Parrington L, Arango J, Souvignier A, Roberts H, King LA. Objective Dual-Task Turning Measures for Return-to-Duty Assessment After Mild Traumatic Brain Injury: The ReTURN Study Protocol. Front Neurol 2021; 11:544812. [PMID: 33519659 PMCID: PMC7844093 DOI: 10.3389/fneur.2020.544812] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2020] [Accepted: 12/07/2020] [Indexed: 02/05/2023] Open
Abstract
Determining readiness for duty after mild traumatic brain injury (mTBI) is essential for the safety of service members and their unit. Currently, these decisions are primarily based on self-reported symptoms, objective measures that assess a single system, or standardized physical or cognitive tests that may be insensitive or lack ecological validity for warrior tasks. While significant technological advancements have been made in a variety of assessments of these individual systems, assessments of isolated tasks are neither diagnostically accurate nor representative of the demands imposed by daily life and military activities. Emerging evidence suggests that complex tasks, such as dual-task paradigms or turning, have utility in probing functional deficits after mTBI. Objective measures from turning tasks in single- or dual-task conditions, therefore, may be highly valuable for clinical assessments and return-to-duty decisions after mTBI. The goals of this study are to assess the diagnostic accuracy, predictive capacity, and responsiveness to rehabilitation of objective, dual-task turning measures within an mTBI population. These goals will be accomplished over two phases. Phase 1 will enroll civilians at three sites and active-duty service members at one site to examine the diagnostic accuracy and predictive capacity of dual-task turning outcomes. Phase 1 participants will complete a series of turning tasks while wearing inertial sensors and a battery of clinical questionnaires, neurocognitive testing, and standard clinical assessments of function. Phase 2 will enroll active-duty service members referred for rehabilitation from two military medical treatment facilities to investigate the responsiveness to rehabilitation of objective dual-task turning measures. Phase 2 participants will complete two assessments of turning while wearing inertial sensors: a baseline assessment prior to the first rehabilitation session and a post-rehabilitation assessment after the physical therapist determines the participant has completed his/her rehabilitation course. A variable selection procedure will then be implemented to determine the best task and outcome measure for return-to-duty decisions based on diagnostic accuracy, predictive capacity, and responsiveness to rehabilitation. Overall, the results of this study will provide guidance and potential new tools for clinical decisions in individuals with mTBI. Clinical Trial Registration: clinicaltrials.gov, Identifier NCT03892291.
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Affiliation(s)
- Peter C Fino
- Department of Health and Kinesiology, University of Utah, Salt Lake City, UT, United States
| | | | - Leland E Dibble
- Department of Physical Therapy & Athletic Training, University of Utah, Salt Lake City, UT, United States
| | - Mark E Lester
- Army-Baylor University Doctoral Program in Physical Therapy, Fort Sam Houston, TX, United States.,Department of Physical Therapy, Texas State University, Round Rock, TX, United States
| | - Carrie W Hoppes
- Army-Baylor University Doctoral Program in Physical Therapy, Fort Sam Houston, TX, United States
| | - Lucy Parrington
- Department of Neurology, Oregon Health & Science University, Portland, OR, United States
| | - Jorge Arango
- Traumatic Brain Injury Center of Excellence, Fort Carson, CO, United States
| | | | - Holly Roberts
- Madigan Army Medical Center, Joint Base Lewis-McChord, WA, United States
| | - Laurie A King
- Department of Neurology, Oregon Health & Science University, Portland, OR, United States
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37
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Weber Rawlins ML, Welch Bacon CE, Tomporowski P, Gay JL, Bierema L, Schmidt JD. A Qualitative Analysis of Concussion-Reporting Behavior in Collegiate Student-Athletes With a History of Sport-Related Concussion. J Athl Train 2021; 56:92-100. [PMID: 33534900 DOI: 10.4085/1062-6050-0392-19] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
CONTEXT Many survey-based methods have been used to explore concussion-reporting behavior. However, because the decision to report or conceal a concussion is likely multifactorial, this may narrow the findings, as the surveys were largely designed by the researchers. OBJECTIVE To explore student-athletes' perspectives regarding factors that may influence the reporting of sport-related concussion. DESIGN Qualitative study. SETTING National Collegiate Athletic Association Division I athletics. PATIENTS OR OTHER PARTICIPANTS We conducted 17 semistructured interviews with student-athletes who had sustained 1 or more concussions while attending a large university (men = 4, women = 13, age = 20.9 ± 1.3 years). DATA COLLECTION AND ANALYSIS After data saturation and member checks, a 5-cycle analytic process was completed: topical review, literature review, data collection and summarizing using a codebook developed by a 3-person research team, linking of findings to current research, and final interpretations. RESULTS We discovered 3 themes. Participants discussed concussion perceptions by describing their understanding of a concussion, their own injury experiences, and their perceptions of symptom severity and duration. Regarding reporting behavior, participants described an order of individuals with whom they would speak, symptoms present in order to report (eg, feeling different from normal), immediate reactions, and influential factors for mitigating short- and long-term consequences. Lastly, participants discussed the value of support systems, such as how coaches can both positively and negatively influence reporting and athletic trainer involvement. CONCLUSIONS Participants often drew from their own concussion experiences in naming common concussion signs and symptoms. Additionally, they indicated that both short- and long-term health consequences influenced and deterred their seeking care and that their support systems, including coaches and athletic trainers, played a role in their concussion experience. Research is needed to determine if using student-athletes' own words to describe a concussion and incorporating student-athletes' support systems, especially coaches and athletic trainers, is effective in increasing concussion reporting.
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Affiliation(s)
| | - Cailee E Welch Bacon
- Department of Interdisciplinary Health Sciences, A.T. Still University, Mesa.,School of Osteopathic Medicine in Arizona, A.T. Still University, Mesa
| | | | - Jennifer L Gay
- Health Promotion and Behavior, University of Georgia, Athens
| | - Laura Bierema
- Lifelong Education, Administration, and Policy, University of Georgia, Athens
| | - Julianne D Schmidt
- Concussion Research Laboratory, Department of Kinesiology, University of Georgia, Athens
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Castellanos J, Phoo CP, Eckner JT, Franco L, Broglio SP, McCrea M, McAllister T, Wiens J. Predicting Risk of Sport-Related Concussion in Collegiate Athletes and Military Cadets: A Machine Learning Approach Using Baseline Data from the CARE Consortium Study. Sports Med 2020; 51:567-579. [PMID: 33368027 DOI: 10.1007/s40279-020-01390-w] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVE To develop a predictive model for sport-related concussion in collegiate athletes and military service academy cadets using baseline data collecting during the pre-participation examination. METHODS Baseline assessments were performed in 15,682 participants from 21 US academic institutions and military service academies participating in the CARE Consortium Study during the 2015-2016 academic year. Participants were monitored for sport-related concussion during the subsequent season. 176 baseline covariates mapped to 957 binary features were used as input into a support vector machine model with the goal of learning to stratify participants according to their risk for sport-related concussion. Performance was evaluated in terms of area under the receiver operating characteristic curve (AUROC) on a held-out test set. Model inputs significantly associated with either increased or decreased risk were identified. RESULTS 595 participants (3.79%) sustained a concussion during the study period. The predictive model achieved an AUROC of 0.73 (95% confidence interval 0.70-0.76), with variable performance across sports. Features with significant positive and negative associations with subsequent sport-related concussion were identified. CONCLUSION(S) This predictive model using only baseline data identified athletes and cadets who would go on to sustain sport-related concussion with comparable accuracy to many existing concussion assessment tools for identifying concussion. Furthermore, this study provides insight into potential concussion risk and protective factors.
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Affiliation(s)
- Joel Castellanos
- Department of Physical Medicine and Rehabilitation, Michigan Medicine, University of Michigan, 325 E. Eisenhower Parkway, Ann Arbor, MI, 48108, USA.,Anestheshiology, School of Medicine, University of California San Diego, San Diego, CA, USA
| | - Cheng Perng Phoo
- Computer Science and Engineering, University of Michigan, Ann Arbor, MI, USA.,Computer Science, Cornell University, New York, USA
| | - James T Eckner
- Department of Physical Medicine and Rehabilitation, Michigan Medicine, University of Michigan, 325 E. Eisenhower Parkway, Ann Arbor, MI, 48108, USA.
| | - Lea Franco
- Department of Physical Medicine and Rehabilitation, Michigan Medicine, University of Michigan, 325 E. Eisenhower Parkway, Ann Arbor, MI, 48108, USA
| | | | - Mike McCrea
- Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | | | - Jenna Wiens
- Computer Science and Engineering, University of Michigan, Ann Arbor, MI, USA
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Prien A, Feddermann-Demont N, Verhagen E, Twisk J, Junge A. Neurocognitive performance and mental health of retired female football players compared to non-contact sport athletes. BMJ Open Sport Exerc Med 2020; 6:e000952. [PMID: 33312682 PMCID: PMC7716672 DOI: 10.1136/bmjsem-2020-000952] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/15/2020] [Indexed: 11/25/2022] Open
Abstract
Background Adverse long-term effects of playing football due to repetitive head impact exposure on neurocognition and mental health are controversial. To date, no studies have evaluated such effects in women. Aims To (1) compare neurocognitive performance, cognitive symptoms and mental health in retired elite female football players (FB) with retired elite female non-contact sport athletes (CON), and to (2) assess whether findings are related to history of concussion and/or heading exposure in FB. Methods Neurocognitive performance, mental health and cognitive symptoms were assessed using computerised tests (CNS-vital signs), paper pen tests (Category fluency, Trail-Making Test, Digit Span, Paced Auditory Serial Addition Test), questionnaires (Hospital Anxiety and Depression Scale, SF-36v2 Health Survey) and a symptom checklist. Heading exposure and concussion history were self-reported in an online survey and in a clinical interview, respectively. Linear regression was used to analyse the effect of football, concussion and heading exposure on outcomes adjusted for confounders. Results FB (n=66) performed similar to CON (n=45) on neurocognitive tests, except for significantly lower scores on verbal memory (mean difference (MD)=−7.038, 95% CI −12.98 to –0.08, p=0.038) and verbal fluency tests (MD=−7.534, 95% CI –13.75 to –0.46, p=0.016). Among FB weaker verbal fluency performance was significantly associated with ≥2 concussions (MD=−10.36, 95% CI –18.48 to –2.83, p=0.017), and weaker verbal memory performance with frequent heading (MD=−9.166, 95% CI –17.59 to –0.123, p=0.041). The depression score differed significantly between study populations, and was significantly associated with frequent heading but not with history of concussion in FB. Conclusion Further studies should investigate the clinical relevance of our findings and whether the observed associations point to a causal link between repetitive head impacts and verbal memory/fluency or mental health.
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Affiliation(s)
- Annika Prien
- Fakultät Humanwissenschaften, MSH Medical School Hamburg, Hamburg, Germany.,Amsterdam Collaboration on Health & Safety in Sports, Public and Occupational Health, Amsterdam UMC Locatie VUmc, Amsterdam, The Netherlands
| | - Nina Feddermann-Demont
- Department of Neurology, University Hospital Zurich, Zurich, Switzerland.,Swiss Concussion Center (SCC), Schulthess Klinik, Zurich, Switzerland
| | - Evert Verhagen
- Amsterdam Collaboration on Health & Safety in Sports, Public and Occupational Health, Amsterdam UMC Locatie VUmc, Amsterdam, The Netherlands.,Department of Human Biology, Division of Exercise Science and Sports Medicine, University of Cape Town, Rondebosch, Western Cape, South Africa
| | - Jos Twisk
- Epidemiology and Biostatistics, Amsterdam UMC Locatie VUmc, Amsterdam, The Netherlands
| | - Astrid Junge
- Fakultät Humanwissenschaften, MSH Medical School Hamburg, Hamburg, Germany.,Swiss Concussion Center (SCC), Schulthess Klinik, Zurich, Switzerland
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40
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Bartsch AJ, Hedin D, Alberts J, Benzel EC, Cruickshank J, Gray RS, Cameron K, Houston MN, Rooks T, McGinty G, Kozlowski E, Rowson S, Maroon JC, Miele VJ, Ashton JC, Siegmund GP, Shah A, McCrea M, Stemper B. High Energy Side and Rear American Football Head Impacts Cause Obvious Performance Decrement on Video. Ann Biomed Eng 2020; 48:2667-2677. [PMID: 33111969 PMCID: PMC7674260 DOI: 10.1007/s10439-020-02640-8] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 09/24/2020] [Indexed: 12/23/2022]
Abstract
The objective of this study was to compare head impact data acquired with an impact monitoring mouthguard (IMM) to the video-observed behavior of athletes' post-collision relative to their pre-collision behaviors. A total of n = 83 college and high school American football players wore the IMM and were video-recorded over 260 athlete-exposures. Ex-athletes and clinicians reviewed the video in a two-step process and categorized abnormal post-collision behaviors according to previously published Obvious Performance Decrement (OPD) definitions. Engineers qualitatively reviewed datasets to check head impact and non-head impact signal frequency and magnitude. The ex-athlete reviewers identified 2305 head impacts and 16 potential OPD impacts, 13 of which were separately categorized as Likely-OPD impacts by the clinical reviewers. All 13 Likely-OPD impacts were in the top 1% of impacts measured by the IMM (ranges 40-100 g, 3.3-7.0 m/s and 35-118 J) and 12 of the 13 impacts (92%) were to the side or rear of the head. These findings require confirmation in a larger data set before proposing any type of OPD impact magnitude or direction threshold exists. However, OPD cases in this study compare favorably with previously published impact monitoring studies in high school and college American football players that looked for OPD signs, impact magnitude and direction. Our OPD findings also compare well with NFL reconstruction studies for ranges of concussion and sub-concussive impact magnitudes in side/rear collisions, as well as prior theory, analytical models and empirical research that suggest a directional sensitivity to brain injury exists for single high-energy impacts.
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Affiliation(s)
| | - Daniel Hedin
- Advanced Medical Electronics, Maple Grove, MN, USA
| | | | | | | | | | | | | | - Tyler Rooks
- United States Army Aeromedical Research Laboratory, Fort Rucker, AL, USA
| | - Gerald McGinty
- United States Air Force Academy, Air Force Academy, CO, USA
| | | | | | - Joseph C Maroon
- University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Vincent J Miele
- University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | | | - Gunter P Siegmund
- School of Kinesiology, University of British Columbia, Vancouver, BC, USA
| | - Alok Shah
- Medical College of Wisconsin, Wauwatosa, WI, USA
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41
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Saliva microRNA Biomarkers of Cumulative Concussion. Int J Mol Sci 2020; 21:ijms21207758. [PMID: 33092191 PMCID: PMC7589940 DOI: 10.3390/ijms21207758] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 10/14/2020] [Accepted: 10/16/2020] [Indexed: 12/27/2022] Open
Abstract
Recurrent concussions increase risk for persistent post-concussion symptoms, and may lead to chronic neurocognitive deficits. Little is known about the molecular pathways that contribute to persistent concussion symptoms. We hypothesized that salivary measurement of microribonucleic acids (miRNAs), a class of epitranscriptional molecules implicated in concussion pathophysiology, would provide insights about the molecular cascade resulting from recurrent concussions. This hypothesis was tested in a case-control study involving 13 former professional football athletes with a history of recurrent concussion, and 18 age/sex-matched peers. Molecules of interest were further validated in a cross-sectional study of 310 younger individuals with a history of no concussion (n = 230), a single concussion (n = 56), or recurrent concussions (n = 24). There was no difference in neurocognitive performance between the former professional athletes and their peers, or among younger individuals with varying concussion exposures. However, younger individuals without prior concussion outperformed peers with prior concussion on three balance assessments. Twenty salivary miRNAs differed (adj. p < 0.05) between former professional athletes and their peers. Two of these (miR-28-3p and miR-339-3p) demonstrated relationships (p < 0.05) with the number of prior concussions reported by younger individuals. miR-28-3p and miR-339-5p may play a role in the pathophysiologic mechanism involved in cumulative concussion effects.
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42
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Bobholz SA, Brett BL, España LY, Huber DL, Mayer AR, Harezlak J, Broglio SP, McAllister T, McCrea MA, Meier TB. Prospective study of the association between sport-related concussion and brain morphometry (3T-MRI) in collegiate athletes: study from the NCAA-DoD CARE Consortium. Br J Sports Med 2020; 55:169-174. [PMID: 32917671 DOI: 10.1136/bjsports-2020-102002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/31/2020] [Indexed: 11/03/2022]
Abstract
OBJECTIVES To determine the acute and early long-term associations of sport-related concussion (SRC) and subcortical and cortical structures in collegiate contact sport athletes. METHODS Athletes with a recent SRC (n=99) and matched contact (n=91) and non-contact sport controls (n=95) completed up to four neuroimaging sessions from 24 to 48 hours to 6 months postinjury. Subcortical volumes (amygdala, hippocampus, thalamus and dorsal striatum) and vertex-wise measurements of cortical thickness/volume were computed using FreeSurfer. Linear mixed-effects models examined the acute and longitudinal associations between concussion and structural metrics, controlling for intracranial volume (or mean thickness) and demographic variables (including prior concussions and sport exposure). RESULTS There were significant group-dependent changes in amygdala volumes across visits (p=0.041); this effect was driven by a trend for increased amygdala volume at 6 months relative to subacute visits in contact controls, with no differences in athletes with SRC. No differences were observed in any cortical metric (ie, thickness or volume) for primary or secondary analyses. CONCLUSION A single SRC had minimal associations with grey matter structure across a 6-month time frame.
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Affiliation(s)
- Samuel A Bobholz
- Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Benjamin L Brett
- Neurosurgery and Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Lezlie Y España
- Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Daniel L Huber
- Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Andrew R Mayer
- Neurology and Psychiatry, University of New Mexico School of Medicine, Albuquerque, New Mexico, USA.,The Mind Research Network/Lovelace Biomedical and Environmental Research Institute, Albuquerque, New Mexico, USA.,Psychology, University of New Mexico, Albuquerque, New Mexico, USA
| | - Jaroslaw Harezlak
- Epidemiology and Biostatistics, Indiana University, Bloomington, Indiana, USA
| | - Steven P Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, Michigan, USA
| | - Thomas McAllister
- Psychiatry, Indiana University School of Medicine, Bloomington, Indiana, USA
| | - Michael A McCrea
- Neurosurgery and Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Timothy B Meier
- Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA .,Cell Biology, Neurobiology and Anatomy, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.,Biomedical Engineering, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
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Chandran A, Kerr ZY, Roby PR, Nedimyer AK, Arakkal A, Pierpoint LA, Zuckerman SL. Concussion Symptom Characteristics and Resolution in 20 United States High School Sports, 2013/14-2017/18 Academic Years. Neurosurgery 2020; 87:573-583. [PMID: 32294184 DOI: 10.1093/neuros/nyaa091] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Accepted: 02/03/2020] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND High school (HS) sport-related concussions (SRCs) remain a public health concern in the United States. OBJECTIVE To describe patterns in symptom prevalence, symptom resolution time (SRT), and return-to-play time (RTP) for SRCs sustained in 20 HS sports during the 2013/14-2017/18 academic years. METHODS A convenience sample of athletic trainers reported concussion information to the HS RIOTM surveillance system. Symptom prevalence, average number of symptoms, and SRT and RTP distributions were examined and compared by event type (practice, competition), injury mechanism (person contact, nonperson contact), sex, and contact level (collision, high contact, and low contact) with chi-square tests and Wilcoxon rank-sum tests. RESULTS Among all SRCs (n = 9542), headache (94.5%), dizziness (73.8%), and difficulty concentrating (56.0%) were commonly reported symptoms. On average, 4.7 ± 2.4 symptoms were reported per SRC. Overall, 51.3% had symptoms resolve in <7 d, yet only 7.9% had RTP < 7 d. Differential prevalence of amnesia was seen between practice and competition-related SRCs (8.8% vs 13.0%; P < .001); nonperson-contact and person-contact SRCs (9.3% vs 12.7%; P < .001); and female and male SRCs in low-contact sports (5.8% vs 17.5%; P < .001). Differential prevalence of loss of consciousness was seen between practice and game-related SRCs (1.3% vs 3.2%; P < .001); and female and male SRCs in high contact sports (1.2% vs 4.0%; P < .001). Differential longer SRT (>21 d) was seen between new and recurrent SRCs (9.4% vs 15.9%; P < .001). CONCLUSION Headache was the most commonly reported symptom. Notable group differences in the prevalence of amnesia, loss of consciousness, and SRT may be associated with more severe SRCs, warranting further attention.
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Affiliation(s)
- Avinash Chandran
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Datalys Center for Sports Injury Research and Prevention, Inc., Indianapolis, Indiana
| | - Zachary Y Kerr
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Patricia R Roby
- Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Human Movement Science Curriculum, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Aliza K Nedimyer
- Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Human Movement Science Curriculum, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Alan Arakkal
- Department of Epidemiology, University of Colorado Anschutz, Aurora, Colorado
| | | | - Scott L Zuckerman
- Vanderbilt Sports Concussion Center, Vanderbilt University School of Medicine, Nashville, Tennessee.,Department of Neurological Surgery, Vanderbilt University School of Medicine, Nashville, Tennessee
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44
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Cantarero G, Choynowski J, St Pierre M, Anaya M, Statton M, Stokes W, Capaldi V, Chib V, Celnik P. Repeated Concussions Impair Behavioral and Neurophysiological Changes in the Motor Learning System. Neurorehabil Neural Repair 2020; 34:804-813. [PMID: 32723160 PMCID: PMC7501144 DOI: 10.1177/1545968320943578] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background. Concussions affect nearly 3 million people a year and are the leading cause of traumatic brain injury-related emergency department visits among youth. Evidence shows neuromotor regions are sensitive to concussive events and that motor symptoms may be the earliest clinical manifestations of neurodegenerative traumatic brain injuries. However, little is known about the effects repeated concussions play on motor learning. Namely, how does concussion acuity (time since injury) affect different behavioral and neurophysiological components of motor learning? Methods. Using a 3-pronged approach, we assessed (1) behavioral measures of motor learning, (2) neurophysiological measures underlying retention of motor learning known as occlusion, and (3) quantitative survey data capturing affective symptoms of each participant. Collegiate student athletes were stratified across 3 groups depending on their concussion history: (1) NonCon, no history of concussion; (2) Chronic, chronic-state of concussion (>1 year postinjury), or (3) Acute, acute state of concussion (<2 weeks postinjury). Results. We found that athletes in both the acute and chronic state of injury following a concussion had impaired retention and aberrant occlusion in motor skill learning as compared with athletes with no history of concussion. Moreover, higher numbers of previous concussions (regardless of the time since injury) correlated with more severe behavioral and neurophysiological motor impairments by specifically hindering neurophysiological mechanisms of learning to affect behavior. Conclusions. These results indicate the presence of motor learning impairment that is evident within 2 weeks postinjury. Our findings have significant implications for the prognosis of concussion and emphasize the need for prevention, but can also direct more relevant rehabilitation treatment targets.
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Affiliation(s)
| | - Jake Choynowski
- Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Maria St Pierre
- Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | | | | | | | - Vincent Capaldi
- Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Vikram Chib
- Johns Hopkins University, Baltimore, MD, USA
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45
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Gard A, Lehto N, Engström Å, Shahim P, Zetterberg H, Blennow K, Marklund N, Tegner Y. Quality of life of ice hockey players after retirement due to concussions. Concussion 2020; 5:CNC78. [PMID: 33005437 PMCID: PMC7506471 DOI: 10.2217/cnc-2020-0007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Background: Sports-related concussion (SRC) is increasingly recognized as a potential health problem in ice hockey. Quality of life (QoL) in players retiring due to SRC has not been thoroughly addressed. Materials & methods: QoL using the Sports Concussion Assessment Tool 5th Edition, Impact of Event Scale-Revised and Short Form Health Survey was measured in Swedish ice hockey players who retired due to persistence of postconcussion symptoms or fear of attaining additional SRC. Results: A total of 76 players were assessed, on average of 5 years after their most recent SRC. Overall, retired players had a high burden of postconcussion symptoms and reduced QoL. Conclusion: Retired concussed ice hockey players have a reduced QoL, particularly those retiring due to postconcussion symptoms. Symptom burden should be continuously evaluated and guide the decision to retire. Concussions sustained while playing ice hockey are increasingly recognized as a potential health problem. Long-term consequences for players retiring due to concussions have not been fully investigated. Therefore, we evaluated symptoms, quality of life and post-traumatic stress in former Swedish ice hockey players who retired due to postconcussion symptoms or to a fear of attaining additional concussions. We found that retired ice hockey players with a history of concussions had a low quality of life and high post-traumatic stress, particularly in players with a high symptom burden. We recommend that symptom burden should be continuously evaluated and guide the decision to retire.
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Affiliation(s)
- Anna Gard
- Department of Clinical Sciences Lund, Neurosurgery, Lund University, Skåne University Hospital, Lund 222 41, Sweden
| | - Niklas Lehto
- Department of Applied Physics, Luleå University of Technology, Luleå 971 87, Sweden
| | - Åsa Engström
- Department of Health Sciences, Luleå University of Technology, Luleå 971 87, Sweden
| | - Pashtun Shahim
- Clinical Neurochemistry Laboratory, Institute of Neuroscience & Physiology, Sahlgrenska Academy at University of Gothenburg, Sahlgrenska University Hospital, Mölndal 431 41, Sweden
| | - Henrik Zetterberg
- Clinical Neurochemistry Laboratory, Institute of Neuroscience & Physiology, Sahlgrenska Academy at University of Gothenburg, Sahlgrenska University Hospital, Mölndal 431 41, Sweden
| | - Kaj Blennow
- Clinical Neurochemistry Laboratory, Institute of Neuroscience & Physiology, Sahlgrenska Academy at University of Gothenburg, Sahlgrenska University Hospital, Mölndal 431 41, Sweden
| | - Niklas Marklund
- Department of Clinical Sciences Lund, Neurosurgery, Lund University, Skåne University Hospital, Lund 222 41, Sweden
| | - Yelverton Tegner
- Department of Health Sciences, Luleå University of Technology, Luleå 971 87, Sweden
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Ledreux A, Pryhoda MK, Gorgens K, Shelburne K, Gilmore A, Linseman DA, Fleming H, Koza LA, Campbell J, Wolff A, Kelly JP, Margittai M, Davidson BS, Granholm AC. Assessment of Long-Term Effects of Sports-Related Concussions: Biological Mechanisms and Exosomal Biomarkers. Front Neurosci 2020; 14:761. [PMID: 32848549 PMCID: PMC7406890 DOI: 10.3389/fnins.2020.00761] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 06/29/2020] [Indexed: 12/24/2022] Open
Abstract
Concussion or mild traumatic brain injury (mTBI) in athletes can cause persistent symptoms, known as post-concussion syndrome (PCS), and repeated injuries may increase the long-term risk for an athlete to develop neurodegenerative diseases such as chronic traumatic encephalopathy (CTE), and Alzheimer's disease (AD). The Center for Disease Control estimates that up to 3.8 million sport-related mTBI are reported each year in the United States. Despite the magnitude of the phenomenon, there is a current lack of comprehensive prognostic indicators and research has shown that available monitoring tools are moderately sensitive to short-term concussion effects but less sensitive to long-term consequences. The overall aim of this review is to discuss novel, quantitative, and objective measurements that can predict long-term outcomes following repeated sports-related mTBIs. The specific objectives were (1) to provide an overview of the current clinical and biomechanical tools available to health practitioners to ensure recovery after mTBIs, (2) to synthesize potential biological mechanisms in animal models underlying the long-term adverse consequences of mTBIs, (3) to discuss the possible link between repeated mTBI and neurodegenerative diseases, and (4) to discuss the current knowledge about fluid biomarkers for mTBIs with a focus on novel exosomal biomarkers. The conclusions from this review are that current post-concussion clinical tests are not sufficiently sensitive to injury and do not accurately quantify post-concussion alterations associated with repeated mTBIs. In the current review, it is proposed that current practices should be amended to include a repeated symptom inventory, a cognitive assessment of executive function and impulse control, an instrumented assessment of balance, vestibulo-ocular assessments, and an improved panel of blood or exosome biomarkers.
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Affiliation(s)
- Aurélie Ledreux
- Knoebel Institute for Healthy Aging, University of Denver, Denver, CO, United States
| | - Moira K. Pryhoda
- Department of Mechanical and Materials Engineering, University of Denver, Denver, CO, United States
| | - Kim Gorgens
- Graduate School of Professional Psychology, University of Denver, Denver, CO, United States
| | - Kevin Shelburne
- Department of Mechanical and Materials Engineering, University of Denver, Denver, CO, United States
| | - Anah Gilmore
- Knoebel Institute for Healthy Aging, University of Denver, Denver, CO, United States
| | - Daniel A. Linseman
- Knoebel Institute for Healthy Aging, University of Denver, Denver, CO, United States
- Biological Sciences, University of Denver, Denver, CO, United States
| | - Holly Fleming
- Biological Sciences, University of Denver, Denver, CO, United States
| | - Lilia A. Koza
- Knoebel Institute for Healthy Aging, University of Denver, Denver, CO, United States
- Biological Sciences, University of Denver, Denver, CO, United States
| | - Julie Campbell
- Pioneer Health and Performance, University of Denver, Denver, CO, United States
| | - Adam Wolff
- Denver Neurological Clinic, Denver, CO, United States
| | - James P. Kelly
- Marcus Institute for Brain Health, Department of Neurology, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Martin Margittai
- Department of Chemistry and Biochemistry, University of Denver, Denver, CO, United States
| | - Bradley S. Davidson
- Department of Mechanical and Materials Engineering, University of Denver, Denver, CO, United States
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Brett BL, Bobholz SA, España LY, Huber DL, Mayer AR, Harezlak J, Broglio SP, McAllister TW, McCrea MA, Meier TB. Cumulative Effects of Prior Concussion and Primary Sport Participation on Brain Morphometry in Collegiate Athletes: A Study From the NCAA-DoD CARE Consortium. Front Neurol 2020; 11:673. [PMID: 32849177 PMCID: PMC7399344 DOI: 10.3389/fneur.2020.00673] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 06/05/2020] [Indexed: 12/14/2022] Open
Abstract
Prior studies have reported long-term differences in brain structure (brain morphometry) as being associated with cumulative concussion and contact sport participation. There is emerging evidence to suggest that similar effects of prior concussion and contact sport participation on brain morphometry may be present in younger cohorts of active athletes. We investigated the relationship between prior concussion and primary sport participation with subcortical and cortical structures in active collegiate contact sport and non-contact sport athletes. Contact sport athletes (CS; N = 190) and matched non-contact sport athletes (NCS; N = 95) completed baseline clinical testing and participated in up to four serial neuroimaging sessions across a 6-months period. Subcortical and cortical structural metrics were derived using FreeSurfer. Linear mixed-effects (LME) models examined the effects of years of primary sport participation and prior concussion (0, 1+) on brain structure and baseline clinical variables. Athletes with prior concussion across both groups reported significantly more baseline concussion and psychological symptoms (all ps < 0.05). The relationship between years of primary sport participation and thalamic volume differed between CS and NCS (p = 0.015), driven by a significant inverse association between primary years of participation and thalamic volume in CS (p = 0.007). Additional analyses limited to CS alone showed that the relationship between years of primary sport participation and dorsal striatal volume was moderated by concussion history (p = 0.042). Finally, CS with prior concussion had larger hippocampal volumes than CS without prior concussion (p = 0.015). Years of contact sport exposure and prior concussion(s) are associated with differences in subcortical volumes in young-adult, active collegiate athletes, consistent with prior literature in retired, primarily symptomatic contact sport athletes. Longitudinal follow-up studies in these athletes are needed to determine clinical significance of current findings.
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Affiliation(s)
- Benjamin L Brett
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States.,Department of Neurology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Samuel A Bobholz
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Lezlie Y España
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Daniel L Huber
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Andrew R Mayer
- The Mind Research Network/Lovelace Biomedical and Environmental Research Institute, Albuquerque, NM, United States.,Neurology and Psychiatry Departments, University of New Mexico School of Medicine, Albuquerque, NM, United States.,Department of Psychology, University of New Mexico, Albuquerque, NM, United States
| | - Jaroslaw Harezlak
- Department of Epidemiology and Biostatistics, Indiana University, Bloomington, IN, United States
| | - Steven P Broglio
- School of Kinesiology and Michigan Concussion Center, University of Michigan, Ann Arbor, MI, United States
| | - Thomas W McAllister
- Department of Psychiatry, Indiana University School of Medicine, Bloomington, IN, United States
| | - Michael A McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States.,Department of Neurology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Timothy B Meier
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States.,Department of Biomedical Engineering, Medical College of Wisconsin, Milwaukee, WI, United States.,Department of Cell Biology, Neurobiology and Anatomy, Medical College of Wisconsin, Milwaukee, WI, United States
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48
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Shaito A, Hasan H, Habashy KJ, Fakih W, Abdelhady S, Ahmad F, Zibara K, Eid AH, El-Yazbi AF, Kobeissy FH. Western diet aggravates neuronal insult in post-traumatic brain injury: Proposed pathways for interplay. EBioMedicine 2020; 57:102829. [PMID: 32574954 PMCID: PMC7317220 DOI: 10.1016/j.ebiom.2020.102829] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Revised: 05/26/2020] [Accepted: 05/27/2020] [Indexed: 12/17/2022] Open
Abstract
Traumatic brain injury (TBI) is a global health burden and a major cause of disability and mortality. An early cascade of physical and structural damaging events starts immediately post-TBI. This primary injury event initiates a series of neuropathological molecular and biochemical secondary injury sequelae, that last much longer and involve disruption of cerebral metabolism, mitochondrial dysfunction, oxidative stress, neuroinflammation, and can lead to neuronal damage and death. Coupled to these events, recent studies have shown that lifestyle factors, including diet, constitute additional risk affecting TBI consequences and neuropathophysiological outcomes. There exists molecular cross-talk among the pathways involved in neuronal survival, neuroinflammation, and behavioral outcomes, that are shared among western diet (WD) intake and TBI pathophysiology. As such, poor dietary intake would be expected to exacerbate the secondary damage in TBI. Hence, the aim of this review is to discuss the pathophysiological consequences of WD that can lead to the exacerbation of TBI outcomes. We dissect the role of mitochondrial dysfunction, oxidative stress, neuroinflammation, and neuronal injury in this context. We show that currently available data conclude that intake of a diet saturated in fats, pre- or post-TBI, aggravates TBI, precludes recovery from brain trauma, and reduces the response to treatment.
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Affiliation(s)
- Abdullah Shaito
- Department of Biological and Chemical Sciences, Lebanese International University, Beirut, Lebanon and Faculty of Health Sciences, University of Balamand, Beirut, Lebanon
| | - Hiba Hasan
- Institute of Anatomy and Cell Biology, Justus-Liebig-University Giessen, 35392 Giessen, Germany
| | | | - Walaa Fakih
- Department of Pharmacology and Toxicology, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Samar Abdelhady
- Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - Fatima Ahmad
- Neuroscience Research Center, Faculty of Medicine, Lebanese University
| | - Kazem Zibara
- Biology Department, Faculty of Sciences-I, Lebanese University, Beirut, Lebanon
| | - Ali H Eid
- Department of Pharmacology and Toxicology, Faculty of Medicine, American University of Beirut, Beirut, Lebanon; Department of Biomedical Sciences, College of Health Sciences, Doha, Qatar
| | - Ahmed F El-Yazbi
- Department of Pharmacology and Toxicology, Faculty of Medicine, American University of Beirut, Beirut, Lebanon; Department of Pharmacology and Toxicology, Faculty of Pharmacy, Alexandria University, Egypt.
| | - Firas H Kobeissy
- Department of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut, Lebanon.
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49
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Guedes VA, Kenney K, Shahim P, Qu BX, Lai C, Devoto C, Walker WC, Nolen T, Diaz-Arrastia R, Gill JM. Exosomal neurofilament light: A prognostic biomarker for remote symptoms after mild traumatic brain injury? Neurology 2020; 94:e2412-e2423. [PMID: 32461282 PMCID: PMC7455370 DOI: 10.1212/wnl.0000000000009577] [Citation(s) in RCA: 89] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Accepted: 12/02/2019] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVE To measure exosomal and plasma levels of candidate blood biomarkers in veterans with history of mild traumatic brain injury (mTBI) and test their relationship with chronic symptoms. METHODS Exosomal and plasma levels of neurofilament light (NfL) chain, tumor necrosis factor (TNF)-α, interleukin (IL)-6, IL-10, and vascular endothelial growth factor (VEGF) were measured using an ultrasensitive assay in a cohort of 195 veterans, enrolled in the Chronic Effects of Neurotrauma Consortium Longitudinal Study. We examined relationships between candidate biomarkers and symptoms of postconcussive syndrome (PCS), posttraumatic stress disorder (PTSD), and depression. Biomarker levels were compared among those with no traumatic brain injury (TBI) (controls), 1-2 mTBIs, and repetitive (3 or more) mTBIs. RESULTS Elevated exosomal and plasma levels of NfL were associated with repetitive mTBIs and with chronic PCS, PTSD, and depression symptoms. Plasma TNF-α levels correlated with PCS and PTSD symptoms. The total number of mTBIs correlated with exosomal and plasma NfL levels and plasma IL-6. Increased number of years since the most recent TBI correlated with higher exosomal NfL and lower plasma IL-6 levels, while increased number of years since first TBI correlated with higher levels of exosomal and plasma NfL, as well as plasma TNF-α and VEGF. CONCLUSION Repetitive mTBIs are associated with elevated exosomal and plasma levels of NfL, even years following these injuries, with the greatest elevations in those with chronic PCS, PTSD, and depression symptoms. Our results suggest a possible neuroinflammatory and axonal disruptive basis for symptoms that persist years after mTBI, especially repetitive.
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Affiliation(s)
- Vivian A Guedes
- From the National Institute of Nursing Research (V.A.G., C.L., C.D., J.M.G.), National Institute of Neurological Disorders and Stroke (P.S.), and Center for Neuroscience and Regenerative Medicine (P.S., J.M.G.) and Department of Neurology (K.K., B.-X.Q.), Uniformed Services University of the Health Sciences, NIH; Walter Reed National Military Medical Center (K.K.), National Intrepid Center of Excellence, Bethesda, MD; Department of Physical Medicine & Rehabilitation (W.C.W.), Virginia Commonwealth University, Richmond; RTI International (T.N.), Research Triangle Park, NC; and Department of Neurology (R.D.-A.), University of Pennsylvania, Philadelphia
| | - Kimbra Kenney
- From the National Institute of Nursing Research (V.A.G., C.L., C.D., J.M.G.), National Institute of Neurological Disorders and Stroke (P.S.), and Center for Neuroscience and Regenerative Medicine (P.S., J.M.G.) and Department of Neurology (K.K., B.-X.Q.), Uniformed Services University of the Health Sciences, NIH; Walter Reed National Military Medical Center (K.K.), National Intrepid Center of Excellence, Bethesda, MD; Department of Physical Medicine & Rehabilitation (W.C.W.), Virginia Commonwealth University, Richmond; RTI International (T.N.), Research Triangle Park, NC; and Department of Neurology (R.D.-A.), University of Pennsylvania, Philadelphia.
| | - Pashtun Shahim
- From the National Institute of Nursing Research (V.A.G., C.L., C.D., J.M.G.), National Institute of Neurological Disorders and Stroke (P.S.), and Center for Neuroscience and Regenerative Medicine (P.S., J.M.G.) and Department of Neurology (K.K., B.-X.Q.), Uniformed Services University of the Health Sciences, NIH; Walter Reed National Military Medical Center (K.K.), National Intrepid Center of Excellence, Bethesda, MD; Department of Physical Medicine & Rehabilitation (W.C.W.), Virginia Commonwealth University, Richmond; RTI International (T.N.), Research Triangle Park, NC; and Department of Neurology (R.D.-A.), University of Pennsylvania, Philadelphia
| | - Bao-Xi Qu
- From the National Institute of Nursing Research (V.A.G., C.L., C.D., J.M.G.), National Institute of Neurological Disorders and Stroke (P.S.), and Center for Neuroscience and Regenerative Medicine (P.S., J.M.G.) and Department of Neurology (K.K., B.-X.Q.), Uniformed Services University of the Health Sciences, NIH; Walter Reed National Military Medical Center (K.K.), National Intrepid Center of Excellence, Bethesda, MD; Department of Physical Medicine & Rehabilitation (W.C.W.), Virginia Commonwealth University, Richmond; RTI International (T.N.), Research Triangle Park, NC; and Department of Neurology (R.D.-A.), University of Pennsylvania, Philadelphia
| | - Chen Lai
- From the National Institute of Nursing Research (V.A.G., C.L., C.D., J.M.G.), National Institute of Neurological Disorders and Stroke (P.S.), and Center for Neuroscience and Regenerative Medicine (P.S., J.M.G.) and Department of Neurology (K.K., B.-X.Q.), Uniformed Services University of the Health Sciences, NIH; Walter Reed National Military Medical Center (K.K.), National Intrepid Center of Excellence, Bethesda, MD; Department of Physical Medicine & Rehabilitation (W.C.W.), Virginia Commonwealth University, Richmond; RTI International (T.N.), Research Triangle Park, NC; and Department of Neurology (R.D.-A.), University of Pennsylvania, Philadelphia
| | - Christina Devoto
- From the National Institute of Nursing Research (V.A.G., C.L., C.D., J.M.G.), National Institute of Neurological Disorders and Stroke (P.S.), and Center for Neuroscience and Regenerative Medicine (P.S., J.M.G.) and Department of Neurology (K.K., B.-X.Q.), Uniformed Services University of the Health Sciences, NIH; Walter Reed National Military Medical Center (K.K.), National Intrepid Center of Excellence, Bethesda, MD; Department of Physical Medicine & Rehabilitation (W.C.W.), Virginia Commonwealth University, Richmond; RTI International (T.N.), Research Triangle Park, NC; and Department of Neurology (R.D.-A.), University of Pennsylvania, Philadelphia
| | - William C Walker
- From the National Institute of Nursing Research (V.A.G., C.L., C.D., J.M.G.), National Institute of Neurological Disorders and Stroke (P.S.), and Center for Neuroscience and Regenerative Medicine (P.S., J.M.G.) and Department of Neurology (K.K., B.-X.Q.), Uniformed Services University of the Health Sciences, NIH; Walter Reed National Military Medical Center (K.K.), National Intrepid Center of Excellence, Bethesda, MD; Department of Physical Medicine & Rehabilitation (W.C.W.), Virginia Commonwealth University, Richmond; RTI International (T.N.), Research Triangle Park, NC; and Department of Neurology (R.D.-A.), University of Pennsylvania, Philadelphia
| | - Tracy Nolen
- From the National Institute of Nursing Research (V.A.G., C.L., C.D., J.M.G.), National Institute of Neurological Disorders and Stroke (P.S.), and Center for Neuroscience and Regenerative Medicine (P.S., J.M.G.) and Department of Neurology (K.K., B.-X.Q.), Uniformed Services University of the Health Sciences, NIH; Walter Reed National Military Medical Center (K.K.), National Intrepid Center of Excellence, Bethesda, MD; Department of Physical Medicine & Rehabilitation (W.C.W.), Virginia Commonwealth University, Richmond; RTI International (T.N.), Research Triangle Park, NC; and Department of Neurology (R.D.-A.), University of Pennsylvania, Philadelphia
| | - Ramon Diaz-Arrastia
- From the National Institute of Nursing Research (V.A.G., C.L., C.D., J.M.G.), National Institute of Neurological Disorders and Stroke (P.S.), and Center for Neuroscience and Regenerative Medicine (P.S., J.M.G.) and Department of Neurology (K.K., B.-X.Q.), Uniformed Services University of the Health Sciences, NIH; Walter Reed National Military Medical Center (K.K.), National Intrepid Center of Excellence, Bethesda, MD; Department of Physical Medicine & Rehabilitation (W.C.W.), Virginia Commonwealth University, Richmond; RTI International (T.N.), Research Triangle Park, NC; and Department of Neurology (R.D.-A.), University of Pennsylvania, Philadelphia
| | - Jessica M Gill
- From the National Institute of Nursing Research (V.A.G., C.L., C.D., J.M.G.), National Institute of Neurological Disorders and Stroke (P.S.), and Center for Neuroscience and Regenerative Medicine (P.S., J.M.G.) and Department of Neurology (K.K., B.-X.Q.), Uniformed Services University of the Health Sciences, NIH; Walter Reed National Military Medical Center (K.K.), National Intrepid Center of Excellence, Bethesda, MD; Department of Physical Medicine & Rehabilitation (W.C.W.), Virginia Commonwealth University, Richmond; RTI International (T.N.), Research Triangle Park, NC; and Department of Neurology (R.D.-A.), University of Pennsylvania, Philadelphia
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50
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Campolettano ET, Gellner RA, Sproule DW, Begonia MT, Rowson S. Quantifying Youth Football Helmet Performance: Assessing Linear and Rotational Head Acceleration. Ann Biomed Eng 2020; 48:1640-1650. [PMID: 32266597 PMCID: PMC7494015 DOI: 10.1007/s10439-020-02505-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Accepted: 04/02/2020] [Indexed: 12/01/2022]
Abstract
Youth football helmet testing standards have served to largely eliminate catastrophic head injury from the sport. These standards, though, do not presently consider concussion and do not offer consumers the capacity to differentiate the impact performance of youth football helmets. This study adapted the previously developed Summation of Tests for the Analysis of Risk (STAR) equation for youth football helmet assessment. This adaptation made use of a youth-specific testing surrogate, on-field data collected from youth football players, and a concussion risk function developed for youth athletes. Each helmet is subjected to 48 laboratory impacts across 12 impact conditions. Peak linear head acceleration and peak rotational head acceleration values from each laboratory impact are aggregated into a single STAR value that combines player exposure and risk of concussion. This single value can provide consumers with valuable information regarding the relative performance of youth football helmets.
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Affiliation(s)
- Eamon T Campolettano
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, USA.
| | - Ryan A Gellner
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, USA
| | - David W Sproule
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, USA
| | - Mark T Begonia
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, USA
| | - Steven Rowson
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, USA
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