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Tayebi M, Kwon E, McGeown J, Potter L, Taylor D, Condron P, Qiao M, McHugh P, Maller J, Nielsen P, Wang A, Fernandez J, Scadeng M, Shim V, Holdsworth S. Characterizing the Effect of Repetitive Head Impact Exposure and mTBI on Adolescent Collision Sports Players' Brain with Diffusion Magnetic Resonance Imaging. J Neurotrauma 2024. [PMID: 39714998 DOI: 10.1089/neu.2024.0064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2024] Open
Abstract
Athletes in collision sports frequently sustain repetitive head impacts (RHI), which, while not individually severe enough for a clinical mild traumatic brain injury (mTBI) diagnosis, can compromise neuronal organization by transferring mechanical energy to the brain. Although numerous studies target athletes with mTBI, there is a lack of longitudinal research on young collision sport participants, highlighting an unaddressed concern regarding cumulative RHI effects on brain microstructures. Therefore, this study aimed to investigate the microstructural changes in the brains' of high school rugby players due to repeated head impacts and to establish a correlation between clinical symptoms, cumulative effects of RHI exposure, and changes in the brain's microstructure. We conducted a longitudinal magnetic resonance imaging (MRI) study on 36 male high school rugby players across a season using 3D T1-weighted and multi-shell diffusion MRI sequences, comparing them with 20 matched controls. Players with concussions were separately tracked up to 6 weeks post-injury with three-times scans within this period. The Sport Concussion Assessment Tool (SCAT5) symptom scale assessed mTBI symptoms, and mouthguard-embedded kinematic sensors recorded head impacts. No significant volumetric changes in subcortical structures were found post-rugby season. However, there were substantial differences in mean diffusivity (MD) and axial diffusivity (AD) between the rugby players and controls across widespread brain regions. Diffusion metrics, especially AD, MD, and radial diffusivity of certain brain tracts, displayed strong correlations with SCAT5 symptom severity. Repeated head impacts during a rugby season may adversely affect the structural organization of the brain's white matter. The observed diffusion changes, closely tied to SCAT5 symptom burden, stress the profound effects of seasonal head impacts and highlight individual variability in response to repetitive head impact exposure. To better manage sports-related mTBI and guide return-to-play decisions, comprehensive studies on brain injury mechanisms and recovery post-mTBI/RHI exposure are required.
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Affiliation(s)
- Maryam Tayebi
- Auckland Bioengineering Institute, The University of Auckland, Gisborne, New Zealand
- Mātai Medical Research Institute, Gisborne, New Zealand
| | - Eryn Kwon
- Auckland Bioengineering Institute, The University of Auckland, Gisborne, New Zealand
- Mātai Medical Research Institute, Gisborne, New Zealand
| | - Josh McGeown
- Mātai Medical Research Institute, Gisborne, New Zealand
| | - Leigh Potter
- Mātai Medical Research Institute, Gisborne, New Zealand
| | | | - Paul Condron
- Mātai Medical Research Institute, Gisborne, New Zealand
| | - Miao Qiao
- Department of Computer Science, The University of Auckland, Auckland, New Zealand
| | | | | | - Poul Nielsen
- Auckland Bioengineering Institute, The University of Auckland, Gisborne, New Zealand
- Department of Engineering Science, The University of Auckland, Auckland, New Zealand
| | - Alan Wang
- Auckland Bioengineering Institute, The University of Auckland, Gisborne, New Zealand
- Mātai Medical Research Institute, Gisborne, New Zealand
- Faculty of Medical and Health Sciences, The University of Auckland, Auckland, New Zealand
| | - Justin Fernandez
- Auckland Bioengineering Institute, The University of Auckland, Gisborne, New Zealand
- Mātai Medical Research Institute, Gisborne, New Zealand
- Department of Engineering Science, The University of Auckland, Auckland, New Zealand
| | - Miriam Scadeng
- Faculty of Medical and Health Sciences, The University of Auckland, Auckland, New Zealand
| | - Vickie Shim
- Auckland Bioengineering Institute, The University of Auckland, Gisborne, New Zealand
- Mātai Medical Research Institute, Gisborne, New Zealand
| | - Samantha Holdsworth
- Mātai Medical Research Institute, Gisborne, New Zealand
- Faculty of Medical and Health Sciences, The University of Auckland, Auckland, New Zealand
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Taskina D, Zhu C, Schwab N, Hazrati LN. Brain pathology and symptoms linked to concussion history: beyond chronic traumatic encephalopathy. Brain Commun 2024; 6:fcad314. [PMID: 38560515 PMCID: PMC10977958 DOI: 10.1093/braincomms/fcad314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 10/13/2023] [Accepted: 02/23/2024] [Indexed: 04/04/2024] Open
Abstract
Repeated head trauma acquired through sports injuries has been associated with the development of long-term disabling symptoms that negatively impact the quality of life. In this retrospective case series, 52 male former professional athletes involved in contact sports and with a history of multiple concussions were evaluated for chronic clinical symptoms and post-mortem neuropathological diagnoses. The clinical symptoms of 19 cases were examined in greater detail for symptom type, severity and duration. Information on neurological, psychiatric and physical symptoms, substance use profiles and concussion histories was obtained from the athletes' next of kin and assessed in relation to post-mortem neuropathological diagnoses. Cases were categorized into three different neuropathological groups: no major neuropathological findings, the presence of only chronic traumatic encephalopathy (CTE) and the diagnosis(es) of other neurodegenerative diseases. Age at death and the presence of DNA damage in the post-mortem brains were analysed for correlation with the clinical symptoms. In this case series, 14/52 (26.9%) cases (mean age 48.2 ± 11.4) had neuropathological evidence of low-stage/low-burden CTE. A total of 11/52 (21.2%) cases (mean age 38.7 ± 12.7) presented a similar profile and severity of behavioural symptoms to those with CTE, despite the lack of significant post-mortem neuropathological findings. A total of 27/52 (51.9%) cases (mean age 75.5 ± 8.7) presented with complex post-mortem neurodegenerative diagnoses, including Alzheimer's disease and other mixed pathologies, and clinical symptoms associated with language, memory and sensory dysfunction. The presence of DNA damage in the brain was found in all neuropathological groups, predominantly in the ependymal lining of ventricles, and phosphorylated histone H2AX staining was correlated with higher age at death (r = 0.59) and symptoms of language dysfunction (r = 0.56). Findings from our case series suggest that post-concussive symptoms are not driven by CTE. Our findings show that proteinopathies alone may not account for the complexity of the clinical manifestations and suggest the possibility of other drivers, such as DNA damage, as potentially useful markers of brain trauma. Broadening the search for biological markers that reflect the effects of brain injury, even when proteinopathy is not observed, and taking a symptom-driven approach are therefore advised.
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Affiliation(s)
- Daria Taskina
- Department of Paediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario M5G 1X8, Canada
| | - Cherrie Zhu
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario M5S 1A8, Canada
| | - Nicole Schwab
- Department of Paediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario M5G 1X8, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario M5S 1A8, Canada
| | - Lili-Naz Hazrati
- Department of Paediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario M5G 1X8, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario M5S 1A8, Canada
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3
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Monsour MA, Wolfson DI, Jo J, Terry DP, Zuckerman SL. Is contact sport participation associated with chronic traumatic encephalopathy or neurodegenerative decline? A systematic review and meta-analysis. J Neurosurg Sci 2024; 68:117-127. [PMID: 36779774 DOI: 10.23736/s0390-5616.22.05895-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/14/2023]
Abstract
INTRODUCTION We sought to evaluate a potential association between contact vs. non-contact sport participation and long-term neurologic outcomes and chronic traumatic encephalopathy (CTE). EVIDENCE ACQUISITION PubMed/Embase/PsycINFO/CINAHL databases were queried for studies between 1950-2020 with contact and non-contact sports, longitudinal assessment >10 years, and long-term neurologic outcomes in four-domains: I) clinical diagnosis; II) CTE neuropathology; III) neurocognition; and IV) neuroimaging. EVIDENCE SYNTHESIS Of 2561 studies, 37 met inclusion criteria, and 19 contained homogenous outcomes usable in the meta-analysis. Domain I: Across six studies, no significant relationship was seen between contact sport participation and antemortem diagnosis of neurodegenerative disease or death related to such a diagnosis (RR1.88, P=0.054, 95%CI0.99, 3.49); however, marginal significance (P<0.10) was obtained. Domain II: Across three autopsy studies, no significant relationship was seen between contact sport participation and CTE neuropathology (RR42.39, P=0.086, 95%CI0.59, 3057.46); however, marginal significance (P<0.10) was obtained. Domain III: Across five cognitive studies, no significant relationship was seen between contact sport participation and cognitive function on the Trail Making Test (TMT) scores A/B (A:d=0.17, P=0.275,95% CI-0.13, 0.47; B:d=0.13, P=0.310, 95%CI-0.12, 0.38). Domain IV: In 10 brain imaging-based studies, 32% comparisons showed significant differences between those with a history of contact sport vs. those without. CONCLUSIONS No statistically significant increased risk of neurodegenerative diagnosis, CTE neuropathology, or neurocognitive changes was found to be associated with contact sport participation, yet marginal significance was obtained in two domains. A minority of imaging comparisons showed differences of uncertain clinical significance. These results highlight the need for longitudinal investigations using standardized contact sport participation and neurodegenerative criteria.
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Affiliation(s)
- Meredith A Monsour
- Vanderbilt Sports Concussion Center, Nashville, TN, USA
- Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Daniel I Wolfson
- Department of Neurosurgery, Rush University Medical Center, Chicago, IL, USA
| | - Jacob Jo
- Vanderbilt Sports Concussion Center, Nashville, TN, USA
- Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Douglas P Terry
- Vanderbilt Sports Concussion Center, Nashville, TN, USA
- Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Scott L Zuckerman
- Vanderbilt Sports Concussion Center, Nashville, TN, USA -
- Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, TN, USA
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Roberta de Souza Mendes Kawamura L, Ferreira Lima Mota I, Santos Vasconcelos A, Renata Mortari M. Challenges in the pharmacological treatment of patients under suspicion of chronic traumatic encephalopathy: A review. Brain Res 2023; 1799:148176. [PMID: 36503890 DOI: 10.1016/j.brainres.2022.148176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Revised: 10/31/2022] [Accepted: 11/22/2022] [Indexed: 11/27/2022]
Abstract
Chronic traumatic encephalopathy (CTE) is caused by progressive neurodegeneration associated with repetitive head impacts. This disease is more common in professionals who practice contact sports, resulting in a concussion and subconcussive trauma. CTE is characterized by the accumulation of hyperphosphorylated tau protein in neurons, astrocytes, and frontotemporal lobe degeneration. Symptoms are usually nonspecific and overlap with other neurodegenerative diseases, such as Alzheimer's disease and frontotemporal dementia, making it difficult to provide drug treatment for patients with this comorbidity. Therefore, the objective of this article is to present an updated review of the pharmacological treatment of chronic traumatic encephalopathy and its challenges.
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Affiliation(s)
| | - Isabela Ferreira Lima Mota
- Neuropharmacology Laboratory, Institute of Biological Sciences, Department of Physiological Sciences, University of Brasilia, Brazil
| | | | - Márcia Renata Mortari
- Neuropharmacology Laboratory, Institute of Biological Sciences, Department of Physiological Sciences, University of Brasilia, Brazil
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5
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Hibshman N, Yengo-Kahn A, Wiseman A, Kelly PD, Wu J, Monk S, Harris G, Gannon S, Shannon C, Bonfield CM. Child participation in collision sports and football: what influences parental decisions? PHYSICIAN SPORTSMED 2022; 50:171-180. [PMID: 33764271 PMCID: PMC10565646 DOI: 10.1080/00913847.2021.1908867] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2020] [Accepted: 03/19/2021] [Indexed: 10/21/2022]
Abstract
OBJECTIVE Sport participation promotes health benefits for children. Current media and scientific coverage of sport-related head injury may influence a parent's decision on sports participation. Physicians must understand what influences these decisions to effectively counsel patients and families. This study sought to better understand and quantify the parental decisions to allow/disallow collision sports, including football participation. METHODS A 31-question survey related to child/parent demographics, sports history, and influences to allow/disallow sport participation was available to parents in the United States through a national volunteer registry, between November 2016 and September 2019. Pearson's chi-squared and Wilcoxon's signed-rank test were used to analyze categorical and continuous variables, respectively. Multivariate logistic regression was performed to identify the most powerful factors associated with the decision. RESULTS Of the 884 responses, 430 (49%) parents would disallow collision sport participation and 334 (38%) would disallow football. Parents who would allow collision sports more commonly cited child desire, while those parents who would disallow cited safety concern as the greatest influence to generally disallow a sport. Those who would disallow reported doctors (35.1% vs 25.3%; P = 0.002), media (12.8% vs 7.3%; P = 0.006) and other parents (11.2% vs 7.3%; P = 0.045) as influences. A child's age (OR 1.039, 95%CI 1.007-1.073; P = 0.018) was independently associated with their parent responding that they would allow collision sports. Parent educational status showed that those with higher than a bachelor's degree would be less likely to allow football participation (OR 0.635, 95%CI 0.443-0.910; P = 0.013). CONCLUSIONS Parents incorporate many sources of information into the decision to allow or disallow their child to participate in collision sports. A child's desire to play a sport and child safety are driving factors for parents faced with the decision of whether to allow participation in collision sports. Physician input is more frequently influential to parents than the media, underscoring the responsibility of physicians to engage families on the risks, benefits, and resources available for sport participation.
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Affiliation(s)
- Natalie Hibshman
- Vanderbilt University School of Medicine, Nashville, TN, USA
- Vanderbilt Sport Concussion Center, Vanderbilt University Medical Center, Nashville, TN, USA
- Surgical Outcomes Center for Kids, Vanderbilt University Monroe Carrell Jr. Hospital, Nashville, TN, USA
| | - Aaron Yengo-Kahn
- Vanderbilt Sport Concussion Center, Vanderbilt University Medical Center, Nashville, TN, USA
- Surgical Outcomes Center for Kids, Vanderbilt University Monroe Carrell Jr. Hospital, Nashville, TN, USA
- Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Alyssa Wiseman
- Surgical Outcomes Center for Kids, Vanderbilt University Monroe Carrell Jr. Hospital, Nashville, TN, USA
| | - Patrick D. Kelly
- Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jeffanie Wu
- Vanderbilt University School of Medicine, Nashville, TN, USA
- Surgical Outcomes Center for Kids, Vanderbilt University Monroe Carrell Jr. Hospital, Nashville, TN, USA
| | - Steve Monk
- Department of Neurological Surgery, Carolinas Medical Center, Charlotte, NC, USA
| | - Glenn Harris
- Department of Neurology, Northwestern University McGaw Hospital, Chicago, IL, USA
| | - Stephen Gannon
- Surgical Outcomes Center for Kids, Vanderbilt University Monroe Carrell Jr. Hospital, Nashville, TN, USA
| | - Chevis Shannon
- Surgical Outcomes Center for Kids, Vanderbilt University Monroe Carrell Jr. Hospital, Nashville, TN, USA
- Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Christopher M. Bonfield
- Vanderbilt Sport Concussion Center, Vanderbilt University Medical Center, Nashville, TN, USA
- Surgical Outcomes Center for Kids, Vanderbilt University Monroe Carrell Jr. Hospital, Nashville, TN, USA
- Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
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6
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Zuckerman SL, Tang AR, Richard KE, Grisham CJ, Kuhn AW, Bonfield CM, Yengo-Kahn AM. The behavioral, psychological, and social impacts of team sports: a systematic review and meta-analysis. PHYSICIAN SPORTSMED 2021; 49:246-261. [PMID: 33196337 DOI: 10.1080/00913847.2020.1850152] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Objectives: To assess the association between team sport participation and behavioral, psychological, and social health outcomes in young athletes.Methods: A systematic review and meta-analysis were undertaken to identify studies published between 01/01/1950-05/01/2020 investigating the association between team sport participation and health outcomes in young athletes (<25 years). Included studies compared team sport participants to controls or themselves, assessed health outcomes, and had a sample size >50. Prospective and retrospective studies were included; non-primary literature was excluded. Health outcomes were categorized as: 1) behavioral, 2) psychological, or 3) social. Data were extracted to form 2 × 2 tables for each study to calculate odds ratios (OR) and 95% confidence intervals (CI).Results: Of 371 queried articles, 34 studies from 10 countries across 4 continents were included, with 9 reporting homogenous outcomes for meta-analysis.Behavioral: Fifteen studies evaluated behavioral health outcomes of alcohol and/or drug use, fitness, and diet. Quantitatively, team sport participation was found to decrease rates of cigarette/tobacco use across 5 studies (OR 0.72, 95% CI 0.69-0.76) and alcohol/drug use across 7 studies (OR 0.73, 95% CI 0.69-0.77). Qualitatively, 12/15 (80%) of studies confirmed improved behavioral health outcomes with team sport participation.Psychological: Nineteen studies evaluated psychological health outcomes including anorexia, anxiety, depression, self-esteem, and suicidal ideation. Quantitatively, team sport participation was associated with decreased depression/anxiety rates across 5 studies (OR 0.59, 95%CI 0.54-0.64). Qualitatively, 14/19 (74%) of studies confirmed improved psychological health.Social: Ten studies evaluated social health outcomes including academic performance, commitment, psychosocial health, social behavior/identity, and delinquency/high-risk activity. Qualitatively, 7/10 (70%) of studies confirmed improved social health outcomes with team sport participation.Conclusion: Team sport participation was associated with decreased odds of smoking/tobacco use, alcohol/drug use, and depression/anxiety. Though few studies mentioned potential negative effects of team sport participation, the majority reported improved behavioral, psychological, and social health outcomes in youth athletes worldwide.
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Affiliation(s)
- Scott L Zuckerman
- Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN, USA.,Vanderbilt Sports Concussion Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Alan R Tang
- School of Medicine, Vanderbilt University, Nashville, TN, USA
| | | | | | - Andrew W Kuhn
- Department of Orthopedic Surgery, Washington University in St. Louis, St. Louis, MO, USA
| | - Christopher M Bonfield
- Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN, USA.,Vanderbilt Sports Concussion Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Aaron M Yengo-Kahn
- Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN, USA.,Vanderbilt Sports Concussion Center, Vanderbilt University Medical Center, Nashville, TN, USA
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Walter AE, Wilkes JR, Arnett PA, Miller SJ, Sebastianelli W, Seidenberg P, Slobounov SM. The accumulation of subconcussive impacts on cognitive, imaging, and biomarker outcomes in child and college-aged athletes: a systematic review. Brain Imaging Behav 2021; 16:503-517. [PMID: 34308510 DOI: 10.1007/s11682-021-00489-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/27/2021] [Indexed: 01/08/2023]
Abstract
Examine the effect of subconcussive impact accumulation on cognitive/functional, imaging, and biomarker outcomes over the course of a single season, specifically in contact sport athletes at collegiate level or younger. Systematic review following PRISMA guidelines and using Oxford Center for Evidence-Based Medicine 2011 Levels of Evidence and Newcastle Ottawa Assessment Scale. PubMed MEDLINE, PsycInfo, SPORT-Discus, Web of Science. Original research in English that addressed the influence of subconcussive impacts on outcomes of interest with minimum preseason and postseason measurement in current youth, high school, or college-aged contact sport athletes. 796 articles were initially identified, and 48 articles were included in this review. The studies mostly involved male football athletes in high school or college and demonstrated an underrepresentation of female and youth studies. Additionally, operationalization of previous concussion history and concussion among studies was very inconsistent. Major methodological differences existed across studies, with ImPACT and diffusion tensor imaging being the most commonly used modalities. Biomarker studies generally showed negative effects, cognitive/functional studies mostly revealed no effects, and advanced imaging studies showed generally negative findings over the season; however, there was variability in the findings across all types of studies. This systematic review revealed growing literature on this topic, but inconsistent methodology and operationalization across studies makes it challenging to draw concrete conclusions. Overall, cognitive measures alone do not seem to detect changes across this timeframe while imaging and biomarker measures may be more sensitive to changes following subconcussive impacts.
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Affiliation(s)
- Alexa E Walter
- Department of Kinesiology, Penn State University, 25 Recreation Hall, University Park, PA, 16802, USA.
| | - James R Wilkes
- Department of Kinesiology, Penn State University, 25 Recreation Hall, University Park, PA, 16802, USA
| | - Peter A Arnett
- Department of Psychology, Penn State University, University Park, PA, 16802, USA
| | - Sayers John Miller
- Department of Kinesiology, Penn State University, 25 Recreation Hall, University Park, PA, 16802, USA
| | - Wayne Sebastianelli
- Deparetment of Orthopaedics, Penn State Health, Milton S. Hershey Medical Center, Hershey, PA, 17033, USA
| | - Peter Seidenberg
- Department of Orthopaedics and Rehabilitation and Family and Community Medicine, Penn State Health, Milton S. Hershey Medical Center, Hershey, PA, 17033, USA
| | - Semyon M Slobounov
- Department of Kinesiology, Penn State University, 25 Recreation Hall, University Park, PA, 16802, USA
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8
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Brett BL, Wilmoth K, Cummings P, Solomon GS, McCrea MA, Zuckerman SL. The Neuropathological and Clinical Diagnostic Criteria of Chronic Traumatic Encephalopathy: A Critical Examination in Relation to Other Neurodegenerative Diseases. J Alzheimers Dis 2020; 68:591-608. [PMID: 30856113 DOI: 10.3233/jad-181058] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
This work critically reviews chronic traumatic encephalopathy (CTE), with a specific focus on the single criterion necessary and sufficient for diagnosis. Herein, CTE is compared to other well-established neurodegenerative entities including Alzheimer's disease and dementia with Lewy bodies. Each neurodegenerative disorder is reviewed in five pertinent areas: 1) historical perspective, 2) guideline formation process, 3) clinical diagnostic criteria, 4) pathological diagnostic criteria, and 5) validation of previously described diagnostic criteria (e.g., sensitivity and specificity). These comparisons indicate that CTE is a disease in the earliest stages of formation and has yet to undergo rigorous development and refinement similar to other neurodegenerative diseases. Suggested future revisions to the diagnostic criterion of CTE include establishing a lower threshold for accumulation of pathology, as well as accounting for the presence of concomitant neuropathology and comorbid neurodegenerative disorders. Currently, while initial efforts have been attempted, agreed upon antemortem clinical criteria do not exist. As has been the scientific standard with similar neurodegenerative disorders, antemortem diagnostic guidelines should first be refined through subcommittees of neuroscientists from diverse institutional backgrounds with a subclassification of levels of diagnostic certainty (possible, probably, and definite). Validation studies should then assess the predictive value and accuracy of proposed antemortem diagnostic criteria in relation to potential pathological criteria.
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Affiliation(s)
- Benjamin L Brett
- Department of Neurology, Medical College of Wisconsin, Milwaukee, WI, USA.,Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Kristin Wilmoth
- Department of Neurology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Peter Cummings
- Department of Anatomy and Neurobiology, Boston University Medical Center, Boston, MA, USA
| | - Gary S Solomon
- Vanderbilt Sports Concussion Center, Vanderbilt University Medical Center, Nashville, TN, USA.,Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Michael A McCrea
- Department of Neurology, Medical College of Wisconsin, Milwaukee, WI, USA.,Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Scott L Zuckerman
- Vanderbilt Sports Concussion Center, Vanderbilt University Medical Center, Nashville, TN, USA.,Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
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9
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Zuckerman SL, Yengo-Kahn AM, Brett BL, Kuhn AW, Wolfson DI, Kerr ZY. Benefits of team sport participation versus concerns of chronic traumatic encephalopathy: prioritizing the health of our youth. Concussion 2020; 5:CNC75. [PMID: 32509327 PMCID: PMC7270841 DOI: 10.2217/cnc-2020-0006] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- Scott L Zuckerman
- Vanderbilt Sports Concussion Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA.,Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Aaron M Yengo-Kahn
- Vanderbilt Sports Concussion Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA.,Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Benjamin L Brett
- Department of Neurology, Medical College of Wisconsin, Milwaukee, WI 53226, USA.,Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | - Andrew W Kuhn
- Vanderbilt Sports Concussion Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Daniel I Wolfson
- Vanderbilt Sports Concussion Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Zachary Y Kerr
- Department of Exercise & Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC 27154, USA.,Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, University of North Carolina, Chapel Hill, NC 27154, USA.,Injury Prevention Research Center, University of North Carolina, Chapel Hill, NC, USA
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10
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Kmush BL, Mackowski M, Ehrlich J, Walia B, Owora A, Sanders S. Association of Professional Football Cumulative Head Impact Index Scores With All-Cause Mortality Among National Football League Players. JAMA Netw Open 2020; 3:e204442. [PMID: 32391891 PMCID: PMC7215260 DOI: 10.1001/jamanetworkopen.2020.4442] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Accepted: 03/05/2020] [Indexed: 01/16/2023] Open
Abstract
Importance Long-term adverse health outcomes, particularly those associated with repetitive head impacts, are of growing concern among US-style football players in the US and Canada. Objective To assess whether exposure to repetitive head impacts during a professional football career is associated with an increase in the risk of all-cause mortality. Design, Setting, and Participants This retrospective cohort study included 13 912 players in the 1969 to 2017 National Football League (NFL) seasons. All cause-mortality up until July 1, 2018, was included. Data collection was performed from July 13, 2017, to July 1, 2018, as reported in the Pro Football Reference. Exposures The main exposure was a professional football cumulative head impact index (pfCHII). The pfCHII was measured by combining cumulative padded practice time and games played summed during seasons of play reported in the Pro Football Reference and a player position risk adjustment from helmet accelerometer studies. Main Outcomes and Measures Demographic characteristics except for the pfCHII were calculated for 14 366 players with complete follow-up. The pfCHII was calculated for 13 912 players (eliminating the 454 specials teams players). Cox proportional hazards regression was used to compare hazard ratios (HRs) of death by repetitive head impacts. Analyses were unadjusted and adjusted for birth year, body mass index, and height. Results Among 14 366 NFL players who had follow-up for analysis, the mean (SD) age was 47.3 (14.8) years, the mean (SD) body mass index was 29.6 (3.9), and 763 of 14 366 players (5.3%) had died. Among 13 912 players in the pfCHII analysis, the median pfCHII was 32.63 (interquartile range, 13.71-66.12). A 1-log increase in pfCHII was significantly associated with an increased hazard of death for the 1969 to 2017 seasons (HR, 2.02; 95% CI, 1.21-3.37; P = .01) after adjustment. The quadratic pfCHII was also statistically significant (HR, 0.91; 95% CI, 0.85-0.98; P = .01), indicating that the hazard of death increased at a decreasing rate, whereas the pfCHII increased. Conclusions and Relevance The findings suggest that an increase in repetitive head impacts is associated with an increased hazard of death among NFL players. Reduction in repetitive head impacts from playing football or other activities through additional rule and equipment changes may be associated with reduced mortality.
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Affiliation(s)
- Brittany L. Kmush
- Department of Public Health, Syracuse University, Syracuse, New York
| | | | - Justin Ehrlich
- Department of Sport Analytics, Syracuse University, Syracuse, New York
| | - Bhavneet Walia
- Department of Public Health, Syracuse University, Syracuse, New York
| | - Arthur Owora
- Department of Public Health, Syracuse University, Syracuse, New York
- Currently with Department of Epidemiology and Biostatistics, Indiana University Bloomington, Bloomington
| | - Shane Sanders
- Department of Sport Analytics, Syracuse University, Syracuse, New York
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11
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Wolfson DI, Kuhn AW, Kerr ZY, Brett BL, Yengo-Kahn AM, Solomon GS, Zuckerman SL. Chronic traumatic encephalopathy research viewed in the public domain: What makes headlines? Brain Inj 2020; 34:528-534. [PMID: 32064946 DOI: 10.1080/02699052.2020.1725843] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Objective: To determine chronic traumatic encephalopathy (CTE)-related publication characteristics associated with higher Altmetric scores.Methods: A systematic review of the CTE literature was conducted using PubMed. Publications were coded for: journal impact factor (JIF); publication type (primary versus non-primary data collection); discussion of American football; contact sport-CTE association conclusion (yes versus no/neutral); and Altmetric score. Multivariable ordinal logistic regression identified predictors of higher Altmetric scores.Results: Most of the 270 CTE-related publications did not include primary data collection (60%). The median Altmetric score was 12 (range = 0-3745). Higher Altmetric scores were associated with primary data collection [Odds ratio (OR)Adjusted = 2.29; 95% confidence interval (CI) = 1.35-3.89] and discussing American football (ORAdjusted = 2.11; 95%CI = 1.24-3.59). Among publications concluding contact sport-CTE associations, higher Altmetric scores were associated with higher JIF (3-point-JIF-increase ORAdjusted = 2.11; 95%CI = 1.24-3.59); however, the association of higher Altmetric scores with higher JIF was not found among neutral publications or those concluding no contact sport-CTE associations (3-point-JIF-increase ORAdjusted = 1.07; 95%CI = 0.94-1.22).Conclusions: Most CTE-related publications (60%) did not involve primary data collection. Publication characteristics such as higher JIF and concluding contact sport-CTE associations were associated with higher Altmetric scores. It is important for the academic community to consider strategies to counter publication and promotion bias in the presentation of CTE literature.
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Affiliation(s)
- Daniel I Wolfson
- Vanderbilt Sports Concussion Center, Vanderbilt University Medical Center, Nashville, TN, USA.,Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Andrew W Kuhn
- Vanderbilt Sports Concussion Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Zachary Y Kerr
- Department of Exercise and Sport Science, University of North Carolina, Chapel Hill, NC, USA.,Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, University of North Carolina, Chapel Hill, NC, USA.,Injury Prevention Research Center, University of North Carolina, Chapel Hill, NC, USA
| | - Benjamin L Brett
- Vanderbilt Sports Concussion Center, Vanderbilt University Medical Center, Nashville, TN, USA.,Department of Neurology, Medical College of Wisconsin, Milwaukee, WI, USA.,Department of Neurological Surgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Aaron M Yengo-Kahn
- Vanderbilt Sports Concussion Center, Vanderbilt University Medical Center, Nashville, TN, USA.,Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Gary S Solomon
- Vanderbilt Sports Concussion Center, Vanderbilt University Medical Center, Nashville, TN, USA.,Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN, USA.,Health and Safety Department, National Football League, New York, NY, USA
| | - Scott L Zuckerman
- Vanderbilt Sports Concussion Center, Vanderbilt University Medical Center, Nashville, TN, USA.,Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
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12
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Elshatoury H, Avots E, Anbarjafari G. Volumetric Histogram-Based Alzheimer's Disease Detection Using Support Vector Machine. J Alzheimers Dis 2019; 72:515-524. [PMID: 31609690 DOI: 10.3233/jad-190704] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
In this research work, machine learning techniques are used to classify magnetic resonance imaging brain scans of people with Alzheimer's disease. This work deals with binary classification between Alzheimer's disease and cognitively normal. Supervised learning algorithms were used to train classifiers in which the accuracies are being compared. The database used is from The Alzheimer's Disease Neuroimaging Initiative (ADNI). Histogram is used for all slices of all images. Based on the highest performance, specific slices were selected for further examination. Majority voting and weighted voting is applied in which the accuracy is calculated and the best result is 69.5% for majority voting.
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Affiliation(s)
- Heba Elshatoury
- iCV Research Lab, Institute of Technology, University of Tartu, Tartu, Estonia
| | - Egils Avots
- iCV Research Lab, Institute of Technology, University of Tartu, Tartu, Estonia
| | - Gholamreza Anbarjafari
- iCV Research Lab, Institute of Technology, University of Tartu, Tartu, Estonia.,Department of Electrical and Electronic Engineering, Hasan Kalyoncu University, Gaziantep, Turkey
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13
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Abstract
BACKGROUND When participating in contact sports, (mild) head trauma is a common incident-observed in both professional and amateur sports. When head trauma results in transient neurological impairment, a sports-related concussion has occurred. Acute concussion, repetitive concussions, as well as cumulative "sub-concussive" head impacts may increase the risk of developing cognitive and behavioral deficits for athletes, as well as accelerated cerebral degeneration. While this concept has been well established for classic contact sports like American Football, Rugby, or Boxing, there is still an awareness gap for the role of sports-related concussion in the context of the world's most popular sport-Soccer. METHODS Here, we review the relevance of sport-related concussion for Soccer as well as its diagnosis and management. Finally, we provide insight into future directions for research in this field. RESULTS Soccer fulfills the criteria of a contact sport and is characterized by a high incidence of concussion. There is ample evidence that these events cause functional and structural cerebral disorders. Furthermore, heading, as a repeat sub-concussive impact, has been linked to structural brain changes and neurocognitive impairment. As a consequence, recommendations for the diagnosis and management of concussion in soccer have been formulated by consensus groups. In order to minimize the risk of repetitive concussion in soccer the rapid and reliable side-line diagnosis of concussion with adoption of a strict remove-from-play protocol is essential, followed by a supervised, graduated return-to-play protocol. Recent studies, however, demonstrate that adherence to these recommendations by players, coaches, clubs, and officials is insufficient, calling for stricter enforcement. In addition, future research to solidify the pathophysiological relevance of concussion for soccer athletes seems to be needed. Advanced neuroimaging and neurochemical biomarker analyses (e.g. S100β, tau and neurofilament light (NfL)) may assist in detecting concussion-related structural brain changes and selecting athletes at risk for irreversible damage. CONCLUSION Sports-related concussion represents a genuine neurosurgical field of interest. Given the high socioeconomic relevance, neurosurgeons should get involved in prevention and management of concussion in soccer.
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14
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15
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Polinder S, Cnossen MC, Real RGL, Covic A, Gorbunova A, Voormolen DC, Master CL, Haagsma JA, Diaz-Arrastia R, von Steinbuechel N. A Multidimensional Approach to Post-concussion Symptoms in Mild Traumatic Brain Injury. Front Neurol 2018; 9:1113. [PMID: 30619066 PMCID: PMC6306025 DOI: 10.3389/fneur.2018.01113] [Citation(s) in RCA: 234] [Impact Index Per Article: 33.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2018] [Accepted: 12/05/2018] [Indexed: 12/14/2022] Open
Abstract
Mild traumatic brain injury (mTBI) presents a substantial burden to patients, families, and health care systems. Whereas, recovery can be expected in the majority of patients, a subset continues to report persisting somatic, cognitive, emotional, and/or behavioral problems, generally referred to as post-concussion syndrome (PCS). However, this term has been the subject of debate since the mechanisms underlying post-concussion symptoms and the role of pre- and post-injury-related factors are still poorly understood. We review current evidence and controversies concerning the use of the terms post-concussion symptoms vs. syndrome, its diagnosis, etiology, prevalence, assessment, and treatment in both adults and children. Prevalence rates of post-concussion symptoms vary between 11 and 82%, depending on diagnostic criteria, population and timing of assessment. Post-concussion symptoms are dependent on complex interactions between somatic, psychological, and social factors. Progress in understanding has been hampered by inconsistent classification and variable assessment procedures. There are substantial limitations in research to date, resulting in gaps in our understanding, leading to uncertainty regarding epidemiology, etiology, prognosis, and treatment. Future directions including the identification of potential mechanisms, new imaging techniques, comprehensive, multidisciplinary assessment and treatment options are discussed. Treatment of post-concussion symptoms is highly variable, and primarily directed at symptom relief, rather than at modifying the underlying pathology. Longitudinal studies applying standardized assessment strategies, diagnoses, and evidence-based interventions are required in adult and pediatric mTBI populations to optimize recovery and reduce the substantial socio-economic burden of post-concussion symptoms.
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Affiliation(s)
- Suzanne Polinder
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Maryse C Cnossen
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Ruben G L Real
- Institute of Medical Psychology and Medical Sociology, Georg-August-University, Göttingen, Germany
| | - Amra Covic
- Institute of Medical Psychology and Medical Sociology, Georg-August-University, Göttingen, Germany
| | - Anastasia Gorbunova
- Institute of Medical Psychology and Medical Sociology, Georg-August-University, Göttingen, Germany
| | - Daphne C Voormolen
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Christina L Master
- Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States
| | - Juanita A Haagsma
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands.,Department of Emergency Medicine, Erasmus Medical Center Rotterdam, Rotterdam, Netherlands
| | - Ramon Diaz-Arrastia
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, United States
| | - Nicole von Steinbuechel
- Institute of Medical Psychology and Medical Sociology, Georg-August-University, Göttingen, Germany
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16
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Iverson GL, Keene CD, Perry G, Castellani RJ. The Need to Separate Chronic Traumatic Encephalopathy Neuropathology from Clinical Features. J Alzheimers Dis 2018; 61:17-28. [PMID: 29103039 PMCID: PMC5734127 DOI: 10.3233/jad-170654] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
There is tremendous recent interest in chronic traumatic encephalopathy (CTE) in former collision sport athletes, civilians, and military veterans. This critical review places important recent research results into a historical context. In 2015, preliminary consensus criteria were developed for defining the neuropathology of CTE, which substantially narrowed the pathology previously reported to be characteristic. There are no agreed upon clinical criteria for diagnosis, although sets of criteria have been proposed for research purposes. A prevailing theory is that CTE is an inexorably progressive neurodegenerative disease within the molecular classification of the tauopathies. However, historical and recent evidence suggests that CTE, as it is presented in the literature, might not be pathologically or clinically progressive in a substantial percentage of people. At present, it is not known whether the emergence, course, or severity of clinical symptoms can be predicted by specific combinations of neuropathologies, thresholds for accumulation of pathology, or regional distributions of pathologies. More research is needed to determine the extent to which the neuropathology ascribed to long-term effects of neurotrauma is static, progressive, or both. Disambiguating the pathology from the broad array of clinical features that have been reported in recent studies might facilitate and accelerate research- and improve understanding of CTE.
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Affiliation(s)
- Grant L Iverson
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Spaulding Rehabilitation Hospital, MassGeneral Hospital for Children™ Sports Concussion Program, and Home Base, A Red Sox Foundation and Massachusetts General Hospital Program, Boston, MA, USA
| | - C Dirk Keene
- Department of Pathology, Division of Neuropathology, University of Washington School of Medicine, Seattle, WA, USA
| | - George Perry
- College of Sciences, University of Texas, San Antonio, San Antonio, TX, USA
| | - Rudolph J Castellani
- Center for Neuropathology, Western Michigan University Homer Stryker MD School of Medicine, Kalamazoo, MI, USA
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17
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Broglio SP, Williams R, Rettmann A, Moore B, Eckner JT, Meehan S. No Seasonal Changes in Cognitive Functioning Among High School Football Athletes: Implementation of a Novel Electrophysiological Measure and Standard Clinical Measures. Clin J Sport Med 2018; 28:130-138. [PMID: 28727640 PMCID: PMC5767537 DOI: 10.1097/jsm.0000000000000420] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To evaluate neuroelectric and cognitive function relative to a season of football participation. Cognitive and neuroelectric function declines are hypothesized to be present in football athletes. DESIGN Observational. SETTING Athletic fields and research laboratory. PATIENTS (OR PARTICIPANTS) Seventy-seven high school athletes (15.9 + 0.9 years, 178.6 + 7.2 cm, 74.4 + 14.7 kg, and 0.8 + 0.8 self-reported concussions) participating in football (n = 46) and noncontact sports (n = 31). INTERVENTIONS (OR ASSESSMENT OF RISK FACTORS) All athletes completed preseason, midseason, and postseason assessments of cognitive and neuroelectric function, self-reported symptoms, and quality of life. All athletes participated in their respective sports without intervention, while head impact exposure in football athletes was tracked using the Head Impact Telemetry System. MAIN OUTCOME MEASURES Cognitive performance was based on Cogstate computerized cognitive assessment tool processing speed, attention, learning, working memory speed, and working memory accuracy scores. ElMindA brain network activation amplitude, synchronization, timing and connectivity brain network activation scores demarcated neuroelectric performance. Quality of life was assessed on the Health Behavior Inventory and Satisfaction with Life Scale and symptoms on the SCAT3 inventory. RESULTS Football and control sport athletes did not show declines in cognitive or neuroelectric function, quality-of-life measures, or symptom reports across a season of sport participation. CONCLUSIONS These findings refute the notion that routine football participation places athletes at risk for acute cognitive declines. The lack of impairment may be associated with no association with head impacts and cognitive function, increased physical activity offsetting any declines, and/or test sensitivity. How these findings are associated with long-term cognitive function is unknown.
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Affiliation(s)
| | - Richelle Williams
- NeuroTrauma Research Laboratory, University of Michigan, Ann Arbor, MI
| | - Ashley Rettmann
- NeuroTrauma Research Laboratory, University of Michigan, Ann Arbor, MI
| | - Brandon Moore
- Michigan NeuroSport, University of Michigan, Ann Arbor, MI
| | - James T Eckner
- Department of Physical Medicine and Rehabilitation, Michigan NeuroSport, University of Michigan
| | - Sean Meehan
- Human Sensorimotor Laboratory, University of Michigan, Ann Arbor, MI
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18
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Broglio SP, Guskiewicz KM, Norwig J. If You're Not Measuring, You're Guessing: The Advent of Objective Concussion Assessments. J Athl Train 2017; 52:160-166. [PMID: 28387562 DOI: 10.4085/1062-6050-51.9.05] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Sport-related concussion remains one of the most complex injuries presented to sports medicine professionals. Although the injury has been recognized since ancient times, the concussion-assessment process has seen significant advances over the last 30 years. This review outlines the addition of objective measures to the clinical evaluation of the concussed athlete, beginning in the 1980s and continuing through the modern age. International and domestic organizations now describe standardized symptom reports, neurostatus and neurocognitive-function evaluations, and postural-control measures as standards of medical care, a significant shift from a short time ago. Despite this progression, much about the injury remains unknown, including new clinical and research-based assessment techniques and how the injury may influence the athlete's cognitive health over the long term.
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19
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Do Patients With Temporal Lobe Epilepsy and Cognitive Decline Have Alzheimer's Disease or Chronic Traumatic Encephalopathy (CTE)? Epilepsy Curr 2017; 17:96-98. [PMID: 28490998 DOI: 10.5698/1535-7511.17.2.96] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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20
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Meehan SK, Mirdamadi JL, Martini DN, Broglio SP. Changes in Cortical Plasticity in Relation to a History of Concussion during Adolescence. Front Hum Neurosci 2017; 11:5. [PMID: 28144218 PMCID: PMC5239801 DOI: 10.3389/fnhum.2017.00005] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Accepted: 01/04/2017] [Indexed: 11/13/2022] Open
Abstract
Adolescence and early adulthood is a critical period for neurophysiological development potentially characterized by an increased susceptibility to the long-term effects of traumatic brain injury. The current study investigated differences in motor cortical physiology and neuroplastic potential across a cohort of young adults with adolescent concussion history and those without. Transcranial magnetic stimulation (TMS) was used to assess motor evoked potential (MEP) amplitude, short-interval cortical inhibition (SICI) and intracortical facilitation (ICF) before and after intermittent theta burst stimulation (iTBS). Pre-iTBS, MEP amplitude, but not SICI or ICF, was greater in the concussion history group. Post-iTBS, the expected increase in MEP amplitude and ICF was tempered in the concussion history group. Change in SICI was variable within the concussion history group. Post hoc assessment revealed that SICI was significantly lower in individuals whose concussion was not diagnosed at the time of injury compared to both those without a concussion history or whose concussion was medically diagnosed. Concussive impacts during adolescence appear to result in a persistent reduction of the ability to modulate facilitatory motor networks. Failure to report/identify concussive impacts close to injury during adolescence also appears to produce persistent change in inhibitory networks. These findings highlight the potential long-term impact of adolescent concussion upon motor cortical physiology.
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Affiliation(s)
- Sean K Meehan
- School of Kinesiology, University of Michigan Ann Arbor, MI, USA
| | | | | | - Steven P Broglio
- School of Kinesiology, University of Michigan Ann Arbor, MI, USA
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21
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Noy S, Krawitz S, Del Bigio MR. Chronic Traumatic Encephalopathy-Like Abnormalities in a Routine Neuropathology Service. J Neuropathol Exp Neurol 2016; 75:1145-1154. [DOI: 10.1093/jnen/nlw092] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
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22
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Kuhn AW, Zuckerman SL, Solomon GS, Casson IR, Viano DC. Interrelationships Among Neuroimaging Biomarkers, Neuropsychological Test Data, and Symptom Reporting in a Cohort of Retired National Football League Players. Sports Health 2016; 9:30-40. [PMID: 30043690 PMCID: PMC5315257 DOI: 10.1177/1941738116674006] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Background: Structural brain changes, potentially resulting from repetitive brain trauma (RBT), have been correlated with neurocognitive decline and increased symptom reporting in retired athletes. Hypothesis: In a cohort of retired National Football League (NFL) players, the relationships between 3 neuroimaging parameters, neuropsychological testing, and symptom scores will be significantly correlated. Study Design: Cross-sectional study. Level of Evidence: Level 3. Methods: Comprehensive magnetic resonance imaging was performed in 45 retired NFL players. Three neuroanatomical parameters were assessed by board-certified radiologists blinded to the purpose of the study: (1) the absence or presence of small or large cavum septum pellucidum, (2) a global mean score of fractional anisotropy (FA), and (3) the presence or absence of microhemorrhages. The subjects underwent a battery of 9 paper-and-pencil neuropsychological tests, a computerized neurocognitive test, and multiple symptom and depression scales. The associations among the neuroimaging results with these outcome measures were assessed utilizing Pearson, Spearman rank, and point-biserial correlations. Results: The 45 subjects (mean age, 46.7 ± 9.1 years) reported a mean 6.9 (±6.2) concussions and 13.0 (±7.9) “dings” in the NFL. Ten (22%) did not have a cavum septum pellucidum, while 32 (71%) had a small and 3 (7%) had a large one. Four (9%) had microhemorrhages. Global FA mean was 0.459 (±0.035). The majority (50.8%) of correlations among the neuroimaging parameters and neurocognitive/symptom scores fell below the threshold of “small” effect size (r < 0.10). The remaining (49.2%) correlations were between “small” and “medium” effect sizes (0.1 < r < 0.3). However, all correlations were statistically nonsignificant. Conclusion: There were minimal and statistically nonsignificant correlations among the neuroimaging, neurocognitive, and symptom scores examined in this cohort of NFL retirees. Clinical Relevance: Associating the severity of structural brain changes to neurocognitive performance and symptom burden after RBT is complex may involve other moderating variables or biomarkers, and demands further study.
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Affiliation(s)
- Andrew W Kuhn
- Vanderbilt Sports Concussion Center, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Scott L Zuckerman
- Vanderbilt Sports Concussion Center, Vanderbilt University School of Medicine, Nashville, Tennessee.,Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Gary S Solomon
- Vanderbilt Sports Concussion Center, Vanderbilt University School of Medicine, Nashville, Tennessee.,Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Ira R Casson
- Department of Neurology, Hofstra North Shore-LIJ School of Medicine, Hempstead, New York
| | - David C Viano
- ProBiomechanics LLC, Bloomfield Hills, Michigan.,Department of Biomedical Engineering and Radiology, Wayne State University, Detroit, Michigan
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23
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Wang S, Zhang Y, Liu G, Phillips P, Yuan TF. Detection of Alzheimer's Disease by Three-Dimensional Displacement Field Estimation in Structural Magnetic Resonance Imaging. J Alzheimers Dis 2016; 50:233-48. [PMID: 26682696 DOI: 10.3233/jad-150848] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND Within the past decade, computer scientists have developed many methods using computer vision and machine learning techniques to detect Alzheimer's disease (AD) in its early stages. OBJECTIVE However, some of these methods are unable to achieve excellent detection accuracy, and several other methods are unable to locate AD-related regions. Hence, our goal was to develop a novel AD brain detection method. METHODS In this study, our method was based on the three-dimensional (3D) displacement-field (DF) estimation between subjects in the healthy elder control group and AD group. The 3D-DF was treated with AD-related features. The three feature selection measures were used in the Bhattacharyya distance, Student's t-test, and Welch's t-test (WTT). Two non-parallel support vector machines, i.e., generalized eigenvalue proximal support vector machine and twin support vector machine (TSVM), were then used for classification. A 50 × 10-fold cross validation was implemented for statistical analysis. RESULTS The results showed that "3D-DF+WTT+TSVM" achieved the best performance, with an accuracy of 93.05 ± 2.18, a sensitivity of 92.57 ± 3.80, a specificity of 93.18 ± 3.35, and a precision of 79.51 ± 2.86. This method also exceled in 13 state-of-the-art approaches. Additionally, we were able to detect 17 regions related to AD by using the pure computer-vision technique. These regions include sub-gyral, inferior parietal lobule, precuneus, angular gyrus, lingual gyrus, supramarginal gyrus, postcentral gyrus, third ventricle, superior parietal lobule, thalamus, middle temporal gyrus, precentral gyrus, superior temporal gyrus, superior occipital gyrus, cingulate gyrus, culmen, and insula. These regions were reported in recent publications. CONCLUSIONS The 3D-DF is effective in AD subject and related region detection.
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Affiliation(s)
- Shuihua Wang
- School of Computer Science and Technology & School of Psychology, Nanjing Normal University, Nanjing, Jiangsu, China.,School of Electronic Science and Engineering, Nanjing University, Nanjing, Jiangsu, China.,Jiangsu Key Laboratory of 3D Printing Equipment and Manufacturing, Nanjing, Jiangsu, China
| | - Yudong Zhang
- School of Computer Science and Technology & School of Psychology, Nanjing Normal University, Nanjing, Jiangsu, China.,Jiangsu Key Laboratory of 3D Printing Equipment and Manufacturing, Nanjing, Jiangsu, China
| | - Ge Liu
- Translational Imaging Division & MRI Unit, Columbia University & New York State Psychiatric Institute, New York, NY, USA
| | - Preetha Phillips
- School of Natural Sciences and Mathematics, Shepherd University, Shepherdstown, WV, USA
| | - Ti-Fei Yuan
- School of Computer Science and Technology & School of Psychology, Nanjing Normal University, Nanjing, Jiangsu, China
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24
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Lehman EJ, Hein MJ, Gersic CM. Suicide Mortality Among Retired National Football League Players Who Played 5 or More Seasons. Am J Sports Med 2016; 44:2486-2491. [PMID: 27159317 PMCID: PMC5048489 DOI: 10.1177/0363546516645093] [Citation(s) in RCA: 67] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND There is current disagreement in the scientific literature about the relationship between playing football and suicide risk, particularly among professional players in the National Football League (NFL). While some research indicates players are at high risk of football-related concussions, which may lead to chronic traumatic encephalopathy and suicide, other research finds such a connection to be speculative and unsupported by methodologically sound research. PURPOSE To compare the suicide mortality of a cohort of NFL players to what would be expected in the general population of the United States. STUDY DESIGN Cohort study; Level of evidence, 3. METHODS A cohort of 3439 NFL players with at least 5 credited playing seasons between 1959 and 1988 was assembled for statistical analysis. The vital status for this cohort was updated through 2013. Standardized mortality ratios (SMRs), the ratio of observed deaths to expected deaths, and 95% CIs were computed for the cohort; 95% CIs that excluded unity were considered statistically significant. For internal comparison purposes, standardized rate ratios were calculated to compare mortality results between players stratified into speed and nonspeed position types. RESULTS Suicide among this cohort of professional football players was significantly less than would be expected in comparison with the United States population (SMR = 0.47; 95% CI, 0.24-0.82). There were no significant differences in suicide mortality between speed and nonspeed position players. CONCLUSION There is no indication of elevated suicide risk in this cohort of professional football players with 5 or more credited seasons of play. Because of the unique nature of this cohort, these study results may not be applicable to professional football players who played fewer than 5 years or to college or high school players.
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Affiliation(s)
- Everett J. Lehman
- Address correspondence to Everett J. Lehman, MS, c/o Douglas Trout, MD, National Institute for Occupational Safety and Health, Division of Surveillance, Hazard Evaluations and Field Studies, Centers for Disease Control and Prevention, 4676 Columbia Parkway, R-12, Cincinnati, OH 45226, USA ()
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25
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Reider B. Sports and Suicide. Am J Sports Med 2016; 44:2483-2485. [PMID: 27694603 DOI: 10.1177/0363546516670626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
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26
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Broglio SP, Baldwin G, Castellani RJ, Chrisman SP, Duma S, Hainline B, Gerstner JC, Guskiewicz K, Kutcher J, Lamba A, McCrea M, Pachman S, Randolph C, McLeod TCV. Summary of the 2015 University of Michigan Sport Concussion Summit. Concussion 2016; 1:CNC23. [PMID: 30202565 PMCID: PMC6096432 DOI: 10.2217/cnc-2016-0007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2016] [Accepted: 07/26/2016] [Indexed: 12/14/2022] Open
Abstract
Discussions surrounding concussion have made their way into the public sphere over the previous decade with media attention and coverage of the injury fueling public debate. These conversations have devolved into discussions on banning contact and collision sports and raised legal questions surrounding injury management. Questions raised about concussion eclipse what science can answer, but the University of Michigan Injury Center (MI, USA) hosted a Concussion Summit in September 2015 as a means to condense, solidify and disseminate what is currently known on the topic. Areas for discussion included concussion incidence and prevention, diagnosis and management, legislation and education, legal and social aspects and future directions. A summary of those presentations are included within.
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Affiliation(s)
- Steven P Broglio
- NeuroTrauma Research Laboratory, University of Michigan Injury Center, University of Michigan, Ann Arbor, MI, USA.,NeuroTrauma Research Laboratory, University of Michigan Injury Center, University of Michigan, Ann Arbor, MI, USA
| | - Grant Baldwin
- Centers for Disease Control & Prevention, Atlanta, GA, USA.,Centers for Disease Control & Prevention, Atlanta, GA, USA
| | - Rudy J Castellani
- University of Maryland, Baltimore, MD, USA.,University of Maryland, Baltimore, MD, USA
| | - Sara Pd Chrisman
- Seattle Children's Hospital, University of Washington, Seattle, WA, USA.,Seattle Children's Hospital, University of Washington, Seattle, WA, USA
| | - Stefan Duma
- School of Biomedical Engineering & Sciences, Virginia Tech, Blacksburg, VA, USA.,School of Biomedical Engineering & Sciences, Virginia Tech, Blacksburg, VA, USA
| | - Brian Hainline
- National Collegiate Athletic Association, Indianapolis, IN, USA.,National Collegiate Athletic Association, Indianapolis, IN, USA
| | - Joanne C Gerstner
- School of Journalism, Michigan State University, East Lansing, MI, USA.,School of Journalism, Michigan State University, East Lansing, MI, USA
| | - Kevin Guskiewicz
- Department of Exercise & Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.,Department of Exercise & Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jeffrey Kutcher
- The Sports Neurology Clinic, CORE Institute, Brighton, MI, USA.,The Sports Neurology Clinic, CORE Institute, Brighton, MI, USA
| | - Adria Lamba
- Georgetown University Law Center, Washington DC, USA.,Georgetown University Law Center, Washington DC, USA
| | - Michael McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA.,Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Steven Pachman
- Montgomery McCracken, Philadelphia, PA, USA.,Montgomery McCracken, Philadelphia, PA, USA
| | - Christopher Randolph
- Department of Neurology, Loyola University Chicago, Chicago, IL, USA.,Department of Neurology, Loyola University Chicago, Chicago, IL, USA
| | - Tamara C Valovich McLeod
- School of Health Sciences, A.T. Still University, Mesa, AZ, USA.,School of Health Sciences, A.T. Still University, Mesa, AZ, USA
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Broglio SP, Williams RM, O'Connor KL, Goldstick J. Football Players' Head-Impact Exposure After Limiting of Full-Contact Practices. J Athl Train 2016; 51:511-8. [PMID: 27333460 DOI: 10.4085/1062-6050-51.7.04] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
CONTEXT Sporting organizations limit full-contact football practices to reduce concussion risk and based on speculation that repeated head impacts may result in long-term neurodegeneration. OBJECTIVE To directly compare head-impact exposure in high school football players before and after a statewide restriction on full-contact practices. DESIGN Cross-sectional study. SETTING High school football field. PATIENTS OR OTHER PARTICIPANTS Participants were varsity football athletes from a single high school. Before the rule change, 26 athletes (age = 16.2 ± 0.8 years, height = 179.6 ± 6.4 cm, weight = 81.9 ± 13.1 kg) participated. After the rule change, 24 athletes (age = 15.9 ± 0.8 years, height = 178.3 ± 6.5 cm, weight = 76.2 ± 11.6 kg) participated. Nine athletes participated in both years of the investigation. MAIN OUTCOME MEASURE(S) Head-impact exposure was monitored using the Head Impact Telemetry System while the athletes participated in football games and practices in the seasons before and after the rule change. Head-impact frequency, location, and magnitude (ie, linear acceleration, rotational acceleration, and Head Impact Telemetry severity profile [HITsp], respectively) were measured. RESULTS A total of 15 398 impacts (592 impacts per player per season) were captured before the rule change and 8269 impacts (345 impacts per player per season) after the change. An average 42% decline in impact exposure occurred across all players, with practice-exposure declines occurring among linemen (46% decline); receivers, cornerbacks, and safeties (41% decline); and tight ends, running backs (including fullbacks), and linebackers (39% decline). Impact magnitudes remained largely unchanged between the years. CONCLUSIONS A rule change limiting full-contact high school football practices appears to have been effective in reducing head-impact exposure across all players, with the largest reduction occurring among linemen. This finding is likely associated with the rule modification, particularly because the coaching staff and offensive scheme remained consistent, yet how this reduction influences concussion risk and long-term cognitive health remains unknown.
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Affiliation(s)
- Steven P Broglio
- NeuroTrauma Research Laboratory, University of Michigan, Ann Arbor.,Injury Center, University of Michigan, Ann Arbor
| | | | | | - Jason Goldstick
- Department of Emergency Medicine, University of Michigan, Ann Arbor.,Injury Center, University of Michigan, Ann Arbor
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28
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Solomon GS, Kuhn AW, Zuckerman SL, Casson IR, Viano DC, Lovell MR, Sills AK. Participation in Pre-High School Football and Neurological, Neuroradiological, and Neuropsychological Findings in Later Life: A Study of 45 Retired National Football League Players. Am J Sports Med 2016; 44:1106-15. [PMID: 26888877 DOI: 10.1177/0363546515626164] [Citation(s) in RCA: 66] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND A recent study found that an earlier age of first exposure (AFE) to tackle football was associated with long-term neurocognitive impairment in retired National Football League (NFL) players. PURPOSE To assess the association between years of exposure to pre-high school football (PreYOE) and neuroradiological, neurological, and neuropsychological outcome measures in a different sample of retired NFL players. STUDY DESIGN Cross-sectional study; Level of evidence, 3. METHODS Forty-five former NFL players were included in this study. All participants prospectively completed extensive history taking, a neurological examination, brain magnetic resonance imaging, and a comprehensive battery of neuropsychological tests. To measure the associations between PreYOE and these outcome measures, multiple regression models were utilized while controlling for several covariates. RESULTS After applying a Bonferroni correction for multiple comparisons, none of the neurological, neuroradiological, or neuropsychological outcome measures yielded a significant relationship with PreYOE. A second Bonferroni-corrected analysis of a subset of these athletes with self-reported learning disability yielded no significant relationships on paper-and-pencil neurocognitive tests but did result in a significant association between learning disability and computerized indices of visual motor speed and reaction time. CONCLUSION The current study failed to replicate the results of a prior study, which concluded that an earlier AFE to tackle football might result in long-term neurocognitive deficits. In 45 retired NFL athletes, there were no associations between PreYOE and neuroradiological, neurological, and neuropsychological outcome measures.
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Affiliation(s)
- Gary S Solomon
- Department of Neurological Surgery, Vanderbilt Sports Concussion Center, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Andrew W Kuhn
- MedSport-Sports Medicine and Physical Therapy, University of Michigan Health System, Ann Arbor, Michigan, USA
| | - Scott L Zuckerman
- Department of Neurological Surgery, Vanderbilt Sports Concussion Center, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Ira R Casson
- Department of Neurology, Hofstra North Shore-LIJ School of Medicine, Hofstra University, Hempstead, New York, USA
| | - David C Viano
- ProBiomechanics LLC, Bloomfield Hills, Michigan, USA Department of Biomedical Engineering and Radiology, Wayne State University, Detroit, Michigan, USA
| | - Mark R Lovell
- Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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29
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Guthrie RM. Emerging data on the incidence of concussion in football practice at all levels of amateur play. PHYSICIAN SPORTSMED 2015; 43:333-5. [PMID: 26295588 DOI: 10.1080/00913847.2015.1081552] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
There has been increasing concern, particularly in the US, about potential long-term neurological deterioration syndromes seen in the US football players. Recurrent concussions are a potential area of concern. The authors of this paper have used data bases from three levels of amateur US football to identify the rate and risk of concussion injury in both football games and practice at the youth, high school, and college levels. This information is very important initial data around concussion rates at these levels.
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