51
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Muacevic A, Adler JR, Powers JE. The Potential Role of Neurofilament Light in Mild Traumatic Brain Injury Diagnosis: A Systematic Review. Cureus 2022; 14:e31301. [PMID: 36514599 PMCID: PMC9733779 DOI: 10.7759/cureus.31301] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/09/2022] [Indexed: 11/11/2022] Open
Abstract
Mild traumatic brain injury (mTBI) is an insult to the CNS often overlooked at the time of presentation due to variable symptomatology and undetectable nature on CT/MRI. Increased exposure to repetitive head injuries results in a high prevalence of mTBI among athletes and military personnel. While most patients fully recover with rest, some are at risk for long-lasting neurocognitive dysfunction, leading to a high morbidity and cost burden on the healthcare system. Currently, there are no unified symptom-based criteria or gold standard objective measurement for mTBI. Neurofilament light (Nf-L) is a highly sensitive biomarker for axonal injury with the potential to serve as an objective serum measurement for mTBI. This systematic review investigates the ability of Nf-L to accurately diagnose acute mTBI in athletes and military personnel. A comprehensive literature search of PubMed, Scopus, and Google Scholar from 2010 to 2021 using keywords neurofilament light chain, mTBI, concussion, athletes, and military identified 239 articles for eligibility screening. Ten articles met the inclusion criteria for qualitative analysis, with extracted data including Nf-L levels, recovery characteristics, and neuroimaging results. Of the 10 studies meeting inclusion criteria, one was military-related, five were sports-related, and four were mixed-focus. Six studies investigated the association between mTBI and Nf-L levels within 24 hours of injury. Four of these studies involved athletes, with three showing evidence of acute Nf-L elevations. No evidence of acute Nf-L elevations was reported among military personnel or emergency department patients. Nf-L elevations were recorded at various time points greater than 24 hours post-injury in athletes (two studies) and emergency department patients (one study). Positive associations were found between Nf-L levels and loss of consciousness/post-traumatic amnesia (one study), positive neuroimaging findings (three studies), and prolonged recovery times (three studies). We are unable to conclude whether Nf-L has the capacity for acute diagnosis of mTBI or the optimal time for serum measurement. Nf-L does, however, shows promise as a prognostic factor for mTBI complications, neuroimaging findings, and recovery. Additional studies are warranted, as the use of Nf-L in early diagnosis of mTBI in the future would improve clinical management while decreasing complications and healthcare costs.
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52
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Agoston DV, McCullough J, Aniceto R, Lin IH, Kamnaksh A, Eklund M, Graves WM, Dunbar C, Engall J, Schneider EB, Leonessa F, Duckworth JL. Blood-Based Biomarkers of Repetitive, Subconcussive Blast Overpressure Exposure in the Training Environment: A Pilot Study. Neurotrauma Rep 2022; 3:479-490. [PMID: 36337080 PMCID: PMC9634979 DOI: 10.1089/neur.2022.0029] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Because of their unknown long-term effects, repeated mild traumatic brain injuries (TBIs), including the low, subconcussive ones, represent a specific challenge to healthcare systems. It has been hypothesized that they can have a cumulative effect, and they may cause molecular changes that can lead to chronic degenerative processes. Military personnel are especially vulnerable to consequences of subconcussive TBIs because their training involves repeated exposures to mild explosive blasts. In this pilot study, we collected blood samples at baseline, 6 h, 24 h, 72 h, 2 weeks, and 3 months after heavy weapons training from students and instructors who were exposed to repeated subconcussive blasts. Samples were analyzed using the reverse and forward phase protein microarray platforms. We detected elevated serum levels of glial fibrillary acidic protein, ubiquitin C-terminal hydrolase L1 (UCH-L1), nicotinic alpha 7 subunit (CHRNA7), occludin (OCLN), claudin-5 (CLDN5), matrix metalloprotease 9 (MMP9), and intereukin-6 (IL-6). Importantly, serum levels of most of the tested protein biomarkers were the highest at 3 months after exposures. We also detected elevated autoantibody titers of proteins related to vascular and neuroglia-specific proteins at 3 months after exposures as compared to baseline levels. These findings suggest that repeated exposures to subconcussive blasts can induce molecular changes indicating not only neuron and glia damage, but also vascular changes and inflammation that are detectable for at least 3 months after exposures whereas elevated titers of autoantibodies against vascular and neuroglia-specific proteins can indicate an autoimmune process.
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Affiliation(s)
- Denes V. Agoston
- Department of Anatomy, Physiology, and Genetics, Uniformed Services University, Bethesda, Maryland, USA.,Address correspondence to: Denes V. Agoston, MD, PhD, Department of Anatomy, Physiology, and Genetics, Uniformed Services University, 4301 Jones Bridge Road, Building B, Room 2036, Bethesda, MD 20814, USA.
| | - Jesse McCullough
- Department of Anatomy, Physiology, and Genetics, Uniformed Services University, Bethesda, Maryland, USA
| | - Roxanne Aniceto
- Department of Anatomy, Physiology, and Genetics, Uniformed Services University, Bethesda, Maryland, USA
| | - I-Hsuan Lin
- Department of Anatomy, Physiology, and Genetics, Uniformed Services University, Bethesda, Maryland, USA
| | - Alaa Kamnaksh
- Department of Anatomy, Physiology, and Genetics, Uniformed Services University, Bethesda, Maryland, USA
| | - Michael Eklund
- Department of Anatomy, Physiology, and Genetics, Uniformed Services University, Bethesda, Maryland, USA
| | - Wallace M. Graves
- NeuroTactical Research Team, Marine Corps Base Camp Pendleton, Camp Pendleton, California, USA.,Department of Neurology, Uniformed Services University, Bethesda, Maryland, USA
| | - Cyrus Dunbar
- NeuroTactical Research Team, Marine Corps Base Camp Pendleton, Camp Pendleton, California, USA.,Department of Neurology, Uniformed Services University, Bethesda, Maryland, USA
| | - James Engall
- NeuroTactical Research Team, Marine Corps Base Camp Pendleton, Camp Pendleton, California, USA.,Department of Neurology, Uniformed Services University, Bethesda, Maryland, USA
| | - Eric B. Schneider
- Department of Surgery, Yale School of Medicine, New Haven, Connecticut, USA
| | - Fabio Leonessa
- Department of Neurology, Uniformed Services University, Bethesda, Maryland, USA
| | - Josh L. Duckworth
- NeuroTactical Research Team, Marine Corps Base Camp Pendleton, Camp Pendleton, California, USA.,Department of Neurology, Uniformed Services University, Bethesda, Maryland, USA
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53
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Consensus Head Acceleration Measurement Practices (CHAMP): Study Design and Statistical Analysis. Ann Biomed Eng 2022; 50:1346-1355. [PMID: 36253602 PMCID: PMC9652215 DOI: 10.1007/s10439-022-03101-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Accepted: 10/06/2022] [Indexed: 11/28/2022]
Abstract
Head impact measurement devices enable opportunities to collect impact data directly from humans to study topics like concussion biomechanics, head impact exposure and its effects, and concussion risk reduction techniques in sports when paired with other relevant data. With recent advances in head impact measurement devices and cost-effective price points, more and more investigators are using them to study brain health questions. However, as the field's literature grows, the variance in study quality is apparent. This brief paper aims to provide a high-level set of key considerations for the design and analysis of head impact measurement studies that can help avoid flaws introduced by sampling biases, false data, missing data, and confounding factors. We discuss key points through four overarching themes: study design, operational management, data quality, and data analysis.
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54
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Lynall RC, D'Lauro C, Kerr ZY, Knight K, Kroshus E, Leeds DD, Register-Mihalik JK, McCrea M, Broglio SP, McAllister T, Schmidt JD, Hazzard J, Kelly L, Master C, Ortega J, Port N, Campbell D, Svoboda SJ, Putukian M, Chrisman SPD, Clugston JR, Langford D, McGinty G, Cameron KL, Houston MN, Susmarski AJ, Goldman JT, Giza C, Benjamin H, Buckley T, Kaminski T, Feigenbaum L, Eckner JT, Mihalik JP, Anderson S, McDevitt J, Kontos A, Brooks MA, Rowson S, Miles C, Lintner L, O'Donnell PG. Optimizing Concussion Care Seeking: The Influence of Previous Concussion Diagnosis Status on Baseline Assessment Outcomes. Am J Sports Med 2022; 50:3406-3416. [PMID: 35998010 DOI: 10.1177/03635465221118089] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND The prevalence of unreported concussions is high, and undiagnosed concussions can lead to worse postconcussion outcomes. It is not clear how those with a history of undiagnosed concussion perform on subsequent standard concussion baseline assessments. PURPOSE To determine if previous concussion diagnosis status was associated with outcomes on the standard baseline concussion assessment battery. STUDY DESIGN Cross-sectional study; Level of evidence, 3. METHODS Concussion Assessment, Research, and Education (CARE) Consortium participants (N = 29,934) self-reported concussion history with diagnosis status and completed standard baseline concussion assessments, including assessments for symptoms, mental status, balance, and neurocognition. Multiple linear regression models were used to estimate mean differences and 95% CIs among concussion history groups (no concussion history [n = 23,037; 77.0%], all previous concussions diagnosed [n = 5315; 17.8%], ≥1 previous concussions undiagnosed [n = 1582; 5.3%]) at baseline for all outcomes except symptom severity and Brief Symptom Inventory-18 (BSI-18) score, in which negative binomial models were used to calculate incidence rate ratios (IRRs). All models were adjusted for sex, race, ethnicity, sport contact level, and concussion count. Mean differences with 95% CIs excluding 0.00 and at least a small effect size (≥0.20), and those IRRs with 95% CIs excluding 1.00 and at least a small association (IRR, ≥1.10) were considered significant. RESULTS The ≥1 previous concussions undiagnosed group reported significantly greater symptom severity scores (IRR, ≥1.38) and BSI-18 (IRR, ≥1.31) scores relative to the no concussion history and all previous concussions diagnosed groups. The ≥1 previous concussions undiagnosed group performed significantly worse on 6 neurocognitive assessments while performing better on only 2 compared with the no concussion history and all previous concussions diagnosed groups. There were no between-group differences on mental status or balance assessments. CONCLUSION An undiagnosed concussion history was associated with worse clinical indicators at future baseline assessments. Individuals reporting ≥1 previous undiagnosed concussions exhibited worse baseline clinical indicators. This may suggest that concussion-related harm may be exacerbated when injuries are not diagnosed.
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Affiliation(s)
- Robert C Lynall
- UGA Concussion Research Laboratory, Department of Kinesiology, University of Georgia, Athens, Georgia, USA.,Investigation performed at multiple sites
| | - Christopher D'Lauro
- Department of Behavioral Sciences and Leadership, United States Air Force Academy, Colorado Springs, Colorado, USA.,Investigation performed at multiple sites
| | - Zachary Y Kerr
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Investigation performed at multiple sites
| | - Kristen Knight
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, California, USA.,Investigation performed at multiple sites
| | - Emily Kroshus
- University of Washington, Department of Pediatrics & Seattle Children's Research Institute, Center for Child, Development and Health, Seattle, Washington, USA.,Investigation performed at multiple sites
| | - Daniel D Leeds
- Computer and Information Sciences Department, Fordham University, New York, New York, USA.,Investigation performed at multiple sites
| | - Johna K Register-Mihalik
- Matthew Gfeller Sport-Related TBI Research Center & STAR Heel Performance Laboratory, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Investigation performed at multiple sites
| | - Michael McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin.,Investigation performed at multiple sites
| | - Steven P Broglio
- University of Michigan Concussion Center, University of Michigan, Ann Arbor, Michigan.,Investigation performed at multiple sites
| | - Thomas McAllister
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana.,Investigation performed at multiple sites
| | - Julianne D Schmidt
- UGA Concussion Research Laboratory, Department of Kinesiology, University of Georgia, Athens, Georgia, USA.,Investigation performed at multiple sites
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- Investigation performed at multiple sites
| | - Joseph Hazzard
- Department of Exercise Science, Bloomsburg University.,Investigation performed at multiple sites
| | - Louise Kelly
- Department of Exercise Science, California Lutheran University.,Investigation performed at multiple sites
| | - Christina Master
- Division of Orthopedics, Children's Hospital of Philadelphia.,Investigation performed at multiple sites
| | - Justus Ortega
- Department of Kinesiology & Recreation Administration, Humboldt State University.,Investigation performed at multiple sites
| | - Nicholas Port
- School of Optometry, Indiana University.,Investigation performed at multiple sites
| | - Darren Campbell
- Intermountain Sports Medicine.,Investigation performed at multiple sites
| | - Steven J Svoboda
- MedStar Orthopaedic Institute.,Investigation performed at multiple sites
| | - Margot Putukian
- Athletic Medicine, Princeton University.,Investigation performed at multiple sites
| | - Sara P D Chrisman
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute.,Investigation performed at multiple sites
| | - James R Clugston
- Department of Community Health and Family Medicine, University of Florida.,Investigation performed at multiple sites
| | - Dianne Langford
- Lewis Katz School of Medicine, Temple University.,Investigation performed at multiple sites
| | - Gerald McGinty
- United States Air Force Academy.,Investigation performed at multiple sites
| | - Kenneth L Cameron
- Keller Army Hospital, United States Military Academy.,Investigation performed at multiple sites
| | - Megan N Houston
- Keller Army Hospital, United States Military Academy.,Investigation performed at multiple sites
| | - Adam James Susmarski
- Department Head Brigade Orthopaedics and Sports Medicine, United States Naval Academy.,Investigation performed at multiple sites
| | - Joshua T Goldman
- Departments of Family Medicine & Orthopaedic Surgery, University of California, Los Angeles.,Investigation performed at multiple sites
| | - Christopher Giza
- Department of Pediatrics, University of California, Los Angeles.,Investigation performed at multiple sites
| | - Holly Benjamin
- Department of Rehabilitation Medicine and Pediatrics, University of Chicago.,Investigation performed at multiple sites
| | - Thomas Buckley
- Department of Kinesiology & Applied Physiology, University of Delaware.,Investigation performed at multiple sites
| | - Thomas Kaminski
- Department of Kinesiology & Applied Physiology, University of Delaware.,Investigation performed at multiple sites
| | - Luis Feigenbaum
- Department of Physical Therapy, Miller School of Medicine, University of Miami.,Investigation performed at multiple sites
| | - James T Eckner
- Department of PM&R, University of Michigan.,Investigation performed at multiple sites
| | - Jason P Mihalik
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill.,Investigation performed at multiple sites
| | - Scott Anderson
- University of Oklahoma.,Investigation performed at multiple sites
| | - Jane McDevitt
- Department of Health and Rehabilitation Sciences, Temple University.,Investigation performed at multiple sites
| | - Anthony Kontos
- Department of Orthopaedic Surgery, University of Pittsburgh.,Investigation performed at multiple sites
| | - M Alison Brooks
- Department of Orthopedics, University of Wisconsin, Madison.,Investigation performed at multiple sites
| | - Steve Rowson
- Department of Biomedical Engineering and Mechanics, Virginia Tech.,Investigation performed at multiple sites
| | - Christopher Miles
- Department of Family and Community Medicine, Wake Forest University.,Investigation performed at multiple sites
| | - Laura Lintner
- Wake Forest School of Medicine Family Medicine, Winston Salem State University.,Investigation performed at multiple sites
| | - Patrick G O'Donnell
- Department of Urology, UMass Memorial Health.,Investigation performed at multiple sites
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55
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Tybirk L, Hviid CVB, Knudsen CS, Parkner T. Serum GFAP - reference interval and preanalytical properties in Danish adults. Clin Chem Lab Med 2022; 60:1830-1838. [PMID: 36067832 DOI: 10.1515/cclm-2022-0646] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 08/24/2022] [Indexed: 11/15/2022]
Abstract
OBJECTIVES Glial fibrillary acidic protein (GFAP) is a promising biomarker that could potentially contribute to diagnosis and prognosis in neurological diseases. The biomarker is approaching clinical use but the reference interval for serum GFAP remains to be established, and knowledge about the effect of preanalytical factors is also limited. METHODS Serum samples from 371 apparently healthy reference subjects, 21-90 years of age, were measured by a single-molecule array (Simoa) assay. Continuous reference intervals were modelled using non-parametric quantile regression and compared with traditional age-partitioned non-parametric reference intervals established according to the Clinical and Laboratory Standards Institute (CLSI) guideline C28-A3. The following preanalytical conditions were also examined: stability in whole blood at room temperature (RT), stability in serum at RT and -20 °C, repeated freeze-thaw cycles, and haemolysis. RESULTS The continuous reference interval showed good overall agreement with the traditional age-partitioned reference intervals of 25-136 ng/L, 34-242 ng/L, and 5-438 ng/L for the age groups 20-39, 40-64, and 65-90 years, respectively. Both types of reference intervals showed increasing levels and variability of serum GFAP with age. In the preanalytical tests, the mean changes from baseline were 2.3% (95% CI: -2.4%, 6.9%) in whole blood after 9 h at RT, 3.1% (95% CI: -4.5%, 10.7%) in serum after 7 days at RT, 10.4% (95% CI: -6.0%, 26.8%) in serum after 133 days at -20 °C, and 10.4% (95% CI: 9.5%, 11.4%) after three freeze-thaw cycles. CONCLUSIONS The study establishes age-dependent reference ranges for serum GFAP in adults and demonstrates overall good stability of the biomarker.
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Affiliation(s)
- Lea Tybirk
- Department of Clinical Biochemistry, Aarhus University Hospital, Aarhus, Denmark
| | - Claus Vinter Bødker Hviid
- Department of Clinical Biochemistry, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Biochemistry, Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | | | - Tina Parkner
- Department of Clinical Biochemistry, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
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56
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Vorn R, Mithani S, Devoto C, Meier TB, Lai C, Yun S, Broglio SP, McAllister TW, Giza CC, Kim HS, Huber D, Harezlak J, Cameron KL, McGinty G, Jackson J, Guskiewicz KM, Mihalik JP, Brooks A, Duma S, Rowson S, Nelson LD, Pasquina P, McCrea MA, Gill JM. Proteomic Profiling of Plasma Biomarkers Associated With Return to Sport Following Concussion: Findings From the NCAA and Department of Defense CARE Consortium. Front Neurol 2022; 13:901238. [PMID: 35928129 PMCID: PMC9343581 DOI: 10.3389/fneur.2022.901238] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 06/08/2022] [Indexed: 11/30/2022] Open
Abstract
Objective To investigate the plasma proteomic profiling in identifying biomarkers related to return to sport (RTS) following a sport-related concussion (SRC). Methods This multicenter, prospective, case-control study was part of a larger cohort study conducted by the NCAA-DoD Concussion Assessment, Research, and Education (CARE) Consortium, athletes (n = 140) with blood collected within 48 h of injury and reported day to asymptomatic were included in this study, divided into two groups: (1) recovery <14-days (n = 99) and (2) recovery ≥14-days (n = 41). We applied a highly multiplexed proteomic technique that uses DNA aptamers assay to target 1,305 proteins in plasma samples from concussed athletes with <14-days and ≥14-days. Results We identified 87 plasma proteins significantly dysregulated (32 upregulated and 55 downregulated) in concussed athletes with recovery ≥14-days relative to recovery <14-days groups. The significantly dysregulated proteins were uploaded to Ingenuity Pathway Analysis (IPA) software for analysis. Pathway analysis showed that significantly dysregulated proteins were associated with STAT3 pathway, regulation of the epithelial mesenchymal transition by growth factors pathway, and acute phase response signaling. Conclusion Our data showed the feasibility of large-scale plasma proteomic profiling in concussed athletes with a <14-days and ≥ 14-days recovery. These findings provide a possible understanding of the pathophysiological mechanism in neurobiological recovery. Further study is required to determine whether these proteins can aid clinicians in RTS decisions.
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Affiliation(s)
- Rany Vorn
- School of Nursing, Johns Hopkins University, Baltimore, MD, United States
- National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, United States
| | - Sara Mithani
- National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, United States
- School of Nursing, University of Texas Health Science Center San Antonio, San Antonio, TX, United States
| | - Christina Devoto
- National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, United States
- Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, United States
| | - Timothy B. Meier
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Chen Lai
- National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, United States
- Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Sijung Yun
- Predictiv Care, Mountain View, CA, United States
| | - Steven P. Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, United States
| | - Thomas W. McAllister
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Christopher C. Giza
- Departments of Pediatrics and Neurosurgery, University of California, Los Angeles, Los Angeles, CA, United States
- UCLA Steve Tisch BrainSPORT Program, University of California, Los Angeles, Los Angeles, CA, United States
| | - Hyung-Suk Kim
- National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, United States
| | - Daniel Huber
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Jaroslaw Harezlak
- Department of Epidemiology and Biostatistics School of Public Health-Bloomington, Indiana University, Bloomington, IN, United States
| | - Kenneth L. Cameron
- John A. Feagin Sports Medicine Fellowship, Keller Army Hospital, West Point, NY, United States
| | - Gerald McGinty
- United States Air Force Academy, Colorado Springs, CO, United States
| | - Jonathan Jackson
- United States Air Force Academy, Colorado Springs, CO, United States
| | - Kevin M. Guskiewicz
- Matthew Gfeller Center, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Jason P. Mihalik
- Matthew Gfeller Center, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Alison Brooks
- Department of Orthopedics, Division of Sports Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, United States
| | - Stefan Duma
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, United States
| | - Steven Rowson
- Department of Biomedical Engineering and Mechanics, Virginia Tech, Blacksburg, VA, United States
| | - Lindsay D. Nelson
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Paul Pasquina
- Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Michael A. McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Jessica M. Gill
- School of Nursing, Johns Hopkins University, Baltimore, MD, United States
- Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
- Department of Neurology, Johns Hopkins University, Baltimore, MD, United States
- *Correspondence: Jessica M. Gill
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57
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Hamdan JL, Rath M, Sayoc J, Park JY. A brief descriptive outline of the rules of mixed martial arts and concussion in mixed martial arts. J Exerc Rehabil 2022; 18:142-154. [PMID: 35846227 PMCID: PMC9271642 DOI: 10.12965/jer.2244146.073] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2022] [Accepted: 04/08/2022] [Indexed: 11/22/2022] Open
Abstract
Mixed martial arts (MMA), a combat sport consisting of wrestling, box-ing, and martial arts, is a popular activity associated with danger and vi-olence. Of concern are the repetitive head impacts, both subconcussive and concussive, sustained by MMA athletes. The rules of MMA en-courage head strikes, but there was no formal concussion protocol in the Ultimate Fighting Championship (UFC) until 2021. Because the UFC was established less than 30 years, the long-term consequences of these repetitive concussive head blows are lacking. In this review, we focus on current literature sought to summarize the current knowledge of repetitive head impacts and concussions in MMA. The objectives were to outline (a) the rules of MMA; (b) the postconcussion protocol for UFC athletes; (c) current behavioral and biochemical diagnostic measures; (d) epidemiology and prevalence of concussion in MMA; (e) long-term effects of subconcussive repetitive head impacts; (f) biome-chanics of head impacts; and (g) considerations and research topics that warrant future research.
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Affiliation(s)
| | | | | | - Joon-Young Park
- Corresponding author: Joon-Young Park, Department of Kinesiology, College of Public Health; Cardiovascular Research Center, Lewis Katz School of Medicine, Temple University, 3500 N. Broad Street, Philadelphia, PA 19140, USA,
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58
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Tabor JB, McCrea MA, Meier TB, Emery CA, Debert CT. Hiding in Plain Sight: Factors Influencing the Neuroinflammatory Response to Sport-Related Concussion. Neurotrauma Rep 2022; 3:200-206. [PMID: 35734393 PMCID: PMC9153987 DOI: 10.1089/neur.2021.0081] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Sport-related concussion (SRC) is a major concern among athletes and clinicians around the world. Research into fluid biomarkers of SRC has made significant progress in understanding the complex underlying pathophysiology of concussion. However, little headway has been made toward clinically validating any biomarkers to improve the clinical management of SRC. A major obstacle toward clinical translation of any fluid biomarker is the heterogeneity of SRC overlapping with multiple physiological systems involved in pathology and recovery. Neuroinflammation post-SRC is one such system that may confound fluid biomarker data on many fronts. Neuroinflammatory processes consist of cell mediators, both within the central nervous system and the periphery, that play vital roles in regulating the response to brain injury. Further, neuroinflammation is influenced by many biopsychosocial variables present in most athletic populations. In this commentary, we propose that future fluid biomarker research should take a systems biology approach in the context of the neuroinflammatory response to SRC. We highlight how biological variables, such as age, sex, immune challenges, and hypothalamic-pituitary-adrenal (HPA)-axis responses to stress, may alter neuroinflammation. Further, we underscore the importance of accounting for health and lifestyle variables, such as diet, exercise, sleep, and pre-morbid medical factors, when measuring inflammatory markers of SRC. To successfully move toward clinical translation, fluid biomarker research should take a more holistic approach in study design and data interpretation, collecting information on hidden variables that may be influencing the neuroinflammatory response to SRC.
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Affiliation(s)
- Jason B. Tabor
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
| | - Michael A. McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Timothy B. Meier
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Carolyn A. Emery
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
| | - Chantel T. Debert
- Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
- Department of Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
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59
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Bui LA, Yeboah D, Steinmeister L, Azizi S, Hier DB, Wunsch DC, Olbricht GR, Obafemi-Ajayi T. Heterogeneity in Blood Biomarker Trajectories After Mild TBI Revealed by Unsupervised Learning. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2022; 19:1365-1378. [PMID: 34166200 DOI: 10.1109/tcbb.2021.3091972] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Concussions, also known as mild traumatic brain injury (mTBI), are a growing health challenge. Approximately four million concussions are diagnosed annually in the United States. Concussion is a heterogeneous disorder in causation, symptoms, and outcome making precision medicine approaches to this disorder important. Persistent disabling symptoms sometimes delay recovery in a difficult to predict subset of mTBI patients. Despite abundant data, clinicians need better tools to assess and predict recovery. Data-driven decision support holds promise for accurate clinical prediction tools for mTBI due to its ability to identify hidden correlations in complex datasets. We apply a Locality-Sensitive Hashing model enhanced by varied statistical methods to cluster blood biomarker level trajectories acquired over multiple time points. Additional features derived from demographics, injury context, neurocognitive assessment, and postural stability assessment are extracted using an autoencoder to augment the model. The data, obtained from FITBIR, consisted of 301 concussed subjects (athletes and cadets). Clustering identified 11 different biomarker trajectories. Two of the trajectories (rising GFAP and rising NF-L) were associated with a greater risk of loss of consciousness or post-traumatic amnesia at onset. The ability to cluster blood biomarker trajectories enhances the possibilities for precision medicine approaches to mTBI.
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Vorn R, Naunheim R, Lai C, Wagner C, Gill JM. Elevated Axonal Protein Markers Following Repetitive Blast Exposure in Military Personnel. Front Neurosci 2022; 16:853616. [PMID: 35573288 PMCID: PMC9099432 DOI: 10.3389/fnins.2022.853616] [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] [Received: 01/12/2022] [Accepted: 04/08/2022] [Indexed: 11/13/2022] Open
Abstract
Blast exposures that occur during training are common in military personnel; however, the biomarkers that relate to these subtle injuries is not well understood. Therefore, the purpose of this study is to identify the acute biomarkers related to blast injury in a cohort of military personnel exposure to blast-related training. Thirty-four military personnel who participated in the training program were included in this study. Blood samples were collected before and after repetitive blast-related training on days 2 (n = 19) and days 7 (n = 15). Serum concentration (pg/mL) of tau, glial fibrillary acidic protein (GFAP), neurofilament light chain (NfL), and phosphorylated tau181 (p-tau181) were measured using an ultrasensitive immunoassay platform. We observed that serum p-tau181 concentrations were elevated after exposed to repetitive blast on days 2 (z = −2.983, p = 0.003) and days 7 (z = −2.158, p = 0.031). Serum tau (z = −2.272, p = 0.023) and NfL (z = −2.158, p = 0.031) levels were significantly elevated after exposure to repetitive blasts on days 7. Our findings indicate that blast exposure affects serum biomarkers indicating axonal injury.
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Affiliation(s)
- Rany Vorn
- School of Nursing, Johns Hopkins University, Baltimore, MD, United States
- National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, United States
- *Correspondence: Rany Vorn,
| | - Rosanne Naunheim
- Department of Emergency Medicine, Washington University Barnes Jewish Medical Center, St. Louis, MO, United States
| | - Chen Lai
- National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, United States
- Center for Neuroscience and Regenerative Medicine, Uniformed Services University of Health Sciences, Bethesda, MD, United States
| | - Chelsea Wagner
- School of Nursing, Johns Hopkins University, Baltimore, MD, United States
| | - Jessica M. Gill
- Center for Neuroscience and Regenerative Medicine, Uniformed Services University of Health Sciences, Bethesda, MD, United States
- School of Nursing and Medicine, Johns Hopkins University, Baltimore, MD, United States
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61
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Posti JP, Tenovuo O. Blood-based biomarkers and traumatic brain injury-A clinical perspective. Acta Neurol Scand 2022; 146:389-399. [PMID: 35383879 DOI: 10.1111/ane.13620] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 03/08/2022] [Accepted: 03/27/2022] [Indexed: 12/19/2022]
Abstract
Blood-based biomarkers are promising tools to complement clinical variables and imaging findings in the diagnosis, monitoring and outcome prediction of traumatic brain injury (TBI). Several promising biomarker candidates have been found for various clinical questions, but the translation of TBI biomarkers into clinical applications has been negligible. Measured biomarker levels are influenced by patient-related variables such as age, blood-brain barrier integrity and renal and liver function. It is not yet fully understood how biomarkers enter the bloodstream from the interstitial fluid of the brain. In addition, the diagnostic performance of TBI biomarkers is affected by sampling timing and analytical methods. In this focused review, the clinical aspects of glial fibrillary acidic protein, neurofilament light, S100 calcium-binding protein B, tau and ubiquitin C-terminal hydrolase-L1 are examined. Current findings and clinical caveats are addressed.
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Affiliation(s)
- Jussi P. Posti
- Neurocenter Department of Neurosurgery and Turku Brain Injury Center Turku University Hospital and University of Turku Turku Finland
| | - Olli Tenovuo
- Neurocenter Turku Brain Injury Center Turku University Hospital and University of Turku Turku Finland
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Glendon K, Desai A, Blenkinsop G, Belli A, Pain M. Recovery of symptoms, neurocognitive and vestibular-ocular-motor function and academic ability after sports-related concussion (SRC) in university-aged student-athletes: a systematic review. Brain Inj 2022; 36:455-468. [PMID: 35377822 DOI: 10.1080/02699052.2022.2051740] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
BACKGROUND Physiological differences between a maturing and matured brain alters how Sports-Related Concussion (SRC) affects different age groups; therefore, a review specific to university-aged student-athletes is needed. OBJECTIVES Determine time to recovery for symptom burden, neurocognitive and Vestibular-Ocular-Motor (VOM) function and academic impact in university-aged student-athletes. METHODS Searches were conducted in PubMed, SpringerLink, PsycINFO, Science Direct, Scopus, Cochrane, Web of Science and EMBASE. Articles were included if they contained original data collected within 30 days in university-aged student-athletes, analysed SRC associated symptoms, neurocognitive or VOM function or academic ability and published in English. Two reviewers independently reviewed sources, using the Oxford Classification of Evidence-Based Medicine (CEBM) and the Downs and Black checklist, and independently extracting data before achieving consensus. RESULTS 58 articles met the inclusion criteria. Recovery of symptoms occurred by 7 and 3-5.3 days for neurocognition. The evidence base did not allow for a conclusion on recovery time for VOM function or academic ability. Few papers investigated recovery times at specified re-assessment time-points and have used vastly differing methodologies. CONCLUSIONS To fully understand the implication of SRC on the university-aged student-athlete' studies using a multi-faceted approach at specific re-assessments time points are required.Systematic review registration number: CRD42019130685.
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Affiliation(s)
- K Glendon
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - A Desai
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - G Blenkinsop
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - A Belli
- Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, UK
| | - M Pain
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
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Mavroudis I, Kazis D, Chowdhury R, Petridis F, Costa V, Balmus IM, Ciobica A, Luca AC, Radu I, Dobrin RP, Baloyannis S. Post-Concussion Syndrome and Chronic Traumatic Encephalopathy: Narrative Review on the Neuropathology, Neuroimaging and Fluid Biomarkers. Diagnostics (Basel) 2022; 12:diagnostics12030740. [PMID: 35328293 PMCID: PMC8947595 DOI: 10.3390/diagnostics12030740] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 03/14/2022] [Accepted: 03/15/2022] [Indexed: 01/08/2023] Open
Abstract
Traumatic brain injury is a significant public health issue and represents the main contributor to death and disability globally among all trauma-related injuries. Martial arts practitioners, military veterans, athletes, victims of physical abuse, and epileptic patients could be affected by the consequences of repetitive mild head injuries (RMHI) that do not resume only to short-termed traumatic brain injuries (TBI) effects but also to more complex and time-extended outcomes, such as post-concussive syndrome (PCS) and chronic traumatic encephalopathy (CTE). These effects in later life are not yet well understood; however, recent studies suggested that even mild head injuries can lead to an elevated risk of later-life cognitive impairment and neurodegenerative disease. While most of the PCS hallmarks consist in immediate consequences and only in some conditions in long-termed processes undergoing neurodegeneration and impaired brain functions, the neuropathological hallmark of CTE is the deposition of p-tau immunoreactive pre-tangles and thread-like neurites at the depths of cerebral sulci and neurofibrillary tangles in the superficial layers I and II which are also one of the main hallmarks of neurodegeneration. Despite different CTE diagnostic criteria in clinical and research approaches, their specificity and sensitivity remain unclear and CTE could only be diagnosed post-mortem. In CTE, case risk factors include RMHI exposure due to profession (athletes, military personnel), history of trauma (abuse), or pathologies (epilepsy). Numerous studies aimed to identify imaging and fluid biomarkers that could assist diagnosis and probably lead to early intervention, despite their heterogeneous outcomes. Still, the true challenge remains the prediction of neurodegeneration risk following TBI, thus in PCS and CTE. Further studies in high-risk populations are required to establish specific, preferably non-invasive diagnostic biomarkers for CTE, considering the aim of preventive medicine.
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Affiliation(s)
- Ioannis Mavroudis
- Department of Neuroscience, Leeds Teaching Hospitals, NHS Trust, Leeds LS2 9JT, UK; (I.M.); (R.C.)
- Laboratory of Neuropathology and Electron Microscopy, Aristotle University of Thessaloniki, 54634 Thessaloniki, Greece; (V.C.); (S.B.)
- Research Institute for Alzheimer’s Disease and Neurodegenerative Diseases, Heraklion Langada, 57200 Thessaloniki, Greece
| | - Dimitrios Kazis
- Third Department of Neurology, Aristotle University of Thessaloniki, 57010 Thessaloniki, Greece; (D.K.); (F.P.)
| | - Rumana Chowdhury
- Department of Neuroscience, Leeds Teaching Hospitals, NHS Trust, Leeds LS2 9JT, UK; (I.M.); (R.C.)
| | - Foivos Petridis
- Third Department of Neurology, Aristotle University of Thessaloniki, 57010 Thessaloniki, Greece; (D.K.); (F.P.)
| | - Vasiliki Costa
- Laboratory of Neuropathology and Electron Microscopy, Aristotle University of Thessaloniki, 54634 Thessaloniki, Greece; (V.C.); (S.B.)
| | - Ioana-Miruna Balmus
- Department of Exact Sciences and Natural Sciences, Institute of Interdisciplinary Research, “Alexandru Ioan Cuza” University of Iași, 700057 Iași, Romania;
| | - Alin Ciobica
- Department of Biology, Faculty of Biology, Alexandru Ioan Cuza University, 700506 Iași, Romania
- Correspondence: (A.C.); (A.-C.L.); (R.P.D.)
| | - Alina-Costina Luca
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania;
- Correspondence: (A.C.); (A.-C.L.); (R.P.D.)
| | - Iulian Radu
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania;
| | - Romeo Petru Dobrin
- Faculty of Medicine, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania;
- Correspondence: (A.C.); (A.-C.L.); (R.P.D.)
| | - Stavros Baloyannis
- Laboratory of Neuropathology and Electron Microscopy, Aristotle University of Thessaloniki, 54634 Thessaloniki, Greece; (V.C.); (S.B.)
- Research Institute for Alzheimer’s Disease and Neurodegenerative Diseases, Heraklion Langada, 57200 Thessaloniki, Greece
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Patterson Gentile C, Aguirre GK, Arbogast KB, Master CL. Relationship between Visually Evoked Effects and Concussion in Youth. J Neurotrauma 2022; 39:841-849. [PMID: 35166126 PMCID: PMC9225424 DOI: 10.1089/neu.2021.0475] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Increased sensitivity to light is common after concussion. Viewing a flickering light can also produce uncomfortable somatic sensations like nausea or headache. We examined effects evoked by viewing a patterned, flickering screen in a cohort of 81 uninjured youth athletes and 84 concussed youth. We used Multiple correspondence analysis and identified two primary dimensions of variation: the presence or absence of visually evoked effects and variation in the tendency to manifest effects that localized to the eyes (e.g., eye watering) versus more generalized neurological effects (e.g., headache). Based on these two primary dimensions, we grouped participants into three categories of evoked symptomatology: no effects, eye-predominant effects, and brain-predominant effects. A similar proportion of participants reported eye-predominant effects in the uninjured (33.3%) and concussed (32.1%) groups. By contrast, participants who experienced brain-predominant effects were almost entirely from the concussed group (1.2% of uninjured, 35.7% of concussed). The presence of brain-predominant effects was associated with a higher concussion symptom burden and reduced performance on visio-vestibular tasks. Our findings indicate that the experience of negative constitutional, somatic sensations in response to a dynamic visual stimulus is a salient marker of concussion and is indicative of more severe concussion symptomatology. We speculate that differences in visually evoked effects reflect varying levels of activation of the trigeminal nociceptive system.
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Affiliation(s)
- Carlyn Patterson Gentile
- Department of Pediatrics, and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Department of Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Center for Injury Research and Prevention, Children”s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Geoffrey K. Aguirre
- Department of Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Kristy B. Arbogast
- Department of Pediatrics, and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Center for Injury Research and Prevention, Children”s Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Christina L. Master
- Department of Pediatrics, and Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Center for Injury Research and Prevention, Children”s Hospital of Philadelphia, Philadelphia, Pennsylvania
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Shahim P, Zetterberg H. Neurochemical Markers of Traumatic Brain Injury: Relevance to Acute Diagnostics, Disease Monitoring, and Neuropsychiatric Outcome Prediction. Biol Psychiatry 2022; 91:405-412. [PMID: 34857362 DOI: 10.1016/j.biopsych.2021.10.010] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 10/05/2021] [Accepted: 10/06/2021] [Indexed: 12/13/2022]
Abstract
Considerable advancements have been made in the quantification of biofluid-based biomarkers for traumatic brain injury (TBI), which provide a clinically accessible window to investigate disease mechanisms and progression. Methods with improved analytical sensitivity compared with standard immunoassays are increasingly used, and blood tests are being used in the diagnosis, monitoring, and outcome prediction of TBI. Most work to date has focused on acute TBI diagnostics, while the literature on biomarkers for long-term sequelae is relatively scarce. In this review, we give an update on the latest developments in biofluid-based biomarker research in TBI and discuss how acute and prolonged biomarker changes can be used to detect and quantify brain injury and predict clinical outcome and neuropsychiatric sequelae.
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Affiliation(s)
- Pashtun Shahim
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden; Rehabilitation Medicine Department, National Institutes of Health Clinical Center, Bethesda, Maryland.
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden; UK Dementia Research Institute at University College London, London, United Kingdom; Department of Neurodegenerative Disease, University College London Institute of Neurology, London, United Kingdom; Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China.
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66
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Ferris LM, Kontos AP, Eagle SR, Elbin RJ, Collins MW, Mucha A, McAllister TW, Broglio SP, McCrea M, Pasquina PF, Port NL. Utility of VOMS, SCAT3, and ImPACT Baseline Evaluations for Acute Concussion Identification in Collegiate Athletes: Findings From the NCAA-DoD Concussion Assessment, Research and Education (CARE) Consortium. Am J Sports Med 2022; 50:1106-1119. [PMID: 35179972 DOI: 10.1177/03635465211072261] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND The Vestibular/Ocular-Motor Screening (VOMS) is a valuable component of acute (<72 hours) sports-related concussion (SRC) assessments and is increasingly used with the Immediate Post-concussion Assessment and Cognitive Testing (ImPACT) instrument and the third edition of the Sport Concussion Assessment Tool (SCAT3). Research has suggested that VOMS acute postinjury scores are useful in identifying acute concussion. However, the utility of preseason baseline measurements to improve diagnostic accuracy remains ambiguous. To this end, there is a need to determine how reliable VOMS baseline assessments are across years and whether incorporating individuals' baseline performance improves diagnostic yield for acute concussions. PURPOSE To analyze VOMS, SCAT3, and ImPACT to evaluate the test-retest reliability of consecutive-year preseason baseline assessments to directly compare the diagnostic utility of these tools when incorporating baseline assessments versus using postinjury data alone to identify acute SRC. STUDY DESIGN Cohort study (diagnosis); Level of evidence, 2. METHODS Preseason and postinjury VOMS, SCAT3, ImPACT Post-Concussion Symptom Scale (PCSS), and ImPACT composite scores were analyzed for 3958 preseason (47.7% female) and 496 acute (≤48 hours) SRC (37.5% female) collegiate athlete evaluations in the National Collegiate Athletic Association-Department of Defense Concussion Assessment Research and Education Consortium. Descriptive statistics, Kolmogorov-Smirnov significance, and Cohen d effect size were calculated. Consecutive-year baseline reliability was evaluated for a subset of 447 athlete encounters using Pearson r, Cohen κ, Cohen d, and 2-way mixed intraclass correlation coefficients (ICCs). Wilcoxon signed rank tests were used to determine the statistical significance between population performances, and the 90% reliable change index (RCI) was calculated from the test-retest results. Preseason to postinjury change scores were then calculated from each tool's RCI. Finally, receiver operating characteristic (ROC) curve analyses were conducted, and DeLong method was used to compare the area under the curve (AUC) of raw postinjury scores versus change scores from preseason baseline assessments. Potential effects of sex, medical history (learning disorders or attention-deficit/hyperactivity disorder), and outlier data were also explored. RESULTS Effect sizes were large, and overall predictive utilities were clinically useful for postinjury VOMS Total (d = 2.44; AUC = 0.85), the SCAT3 Symptom Evaluation total severity score (d = 1.74; AUC = 0.82), and the ImPACT PCSS total severity score (d = 1.67; AUC = 0.80). Comparatively, effect sizes were small and predictive utilities were poor for Standardized Assessment of Concussion (SAC), modified Balance Error Scoring System (mBESS), and all ImPACT composites (d = 0.11-0.46; AUC = 0.48-0.59). Preseason baseline test-retest reliability was poor to moderate (r = 0.23-0.52; κ = 0.32-0.36; ICC = 0.36-0.68) for all assessments except ImPACT Visual Motion Sensitivity (r = 0.73; ICC = 0.85). Incorporating baseline scores for VOMS Total, SCAT3 (Symptom Evaluation, SAC, mBESS), ImPACT PCSS, or ImPACT composites did not significantly improve AUCs. CONCLUSION VOMS Total and symptom severity (SCAT3, PCSS) total scores had large effect sizes and clinically useful AUCs for identifying acute concussion. However, all tools demonstrated high within-patient test-retest variability, resulting in poor reliability. The findings in this sample of collegiate athletes suggest that incorporating baseline assessments does not significantly increase diagnostic yield for acute concussion.
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Affiliation(s)
- Lyndsey M Ferris
- Indiana University School of Optometry, Bloomington, Indiana, USA
| | | | - Shawn R Eagle
- University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - R J Elbin
- University of Arkansas, Fayetteville, Arkansas, USA
| | | | - Anne Mucha
- UPMC Centers for Rehab Services, Pittsburg, Pennsylvania, USA
| | - Thomas W McAllister
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Steven P Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, Michigan, USA
| | - Michael McCrea
- Neurosurgery, Medical College of Wisconsin, Millwauke, Wisconsin, USA
| | - Paul F Pasquina
- Department of Physical Medicine and Rehabilitation, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Nicholas L Port
- Indiana University School of Optometry, Bloomington, Indiana, USA
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Sun M, Symons GF, O'Brien WT, Mccullough J, Aniceto R, Lin IH, Eklund M, Brady RD, Costello DM, Chen Z, O'Brien TJ, McDonald SJ, Agoston DV, Shultz SR. Serum protein biomarkers of inflammation, oxidative stress, and cerebrovascular and glial injury in concussed Australian football players. J Neurotrauma 2022; 39:800-808. [PMID: 35176905 DOI: 10.1089/neu.2021.0493] [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: 11/12/2022] Open
Abstract
Clinical decisions related to sports-related concussion (SRC) are challenging due to the heterogenous nature of SRC symptoms coupled with the current reliance on subjective self-reported symptom measures. Sensitive and objective methods that can diagnose SRC and determine recovery would aid clinical management, and there is evidence that SRC induces changes in circulating protein biomarkers indicative of neuroaxonal injury. However, potential blood biomarkers related to other pathobiological responses linked to SRC are still poorly understood. Therefore, here we analyzed blood samples from concussed (male = 30; female = 9) and non-concussed (male = 74; female = 27) amateur Australian rules football players collected during the pre-season (i.e., baseline), and at 2-, 6-, and 13-days post-SRC to determine time dependent changes in serum levels of biomarkers related to glial (i.e., brain lipid-binding protein, BLBP; phosphoprotein enriched in astrocytes 15) and cerebrovascular injury (i.e., von Willebrand factor, claudin-5), inflammation (i.e., fibrinogen, high mobility group box protein 1), and oxidative stress (i.e., 4-hydroxynoneal). In females, BLBP levels were significantly decreased at 2-days post-SRC compared to their pre-season baseline; however, area under the receiver operating characteristic curve (AUROC) analysis found that BLBP was unable to distinguish between SRC and controls. In males, AUROC analysis revealed a statistically significant change at 2-days post-SRC in the serum levels of 4-hydroxynoneal, however the associated AUROC value (0.6373) indicated little clinical utility for this biomarker in distinguishing SRC from controls. There were no other statistically significant findings. These results indicate that the serum biomarkers tested in this study hold little clinical value in the management of SRC at 2-, 6-, and 13-days post-injury.
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Affiliation(s)
- Mujun Sun
- Monash University, Department of Neuroscience, Central Clinical School, Melbourne, Australia;
| | - Georgia F Symons
- Monash University, Neuroscience, Melbourne, Victoria, Australia;
| | | | | | | | | | | | - Rhys D Brady
- Monash University, Neuroscience, The Alfred Centre, Level 6, 99 Commercial Rd, Melbourne, Victoria, Australia, 3004;
| | - Daniel M Costello
- The University of Melbourne, 2281, Department of Medicine, Melbourne, Victoria, Australia;
| | - Zhibin Chen
- Monash University, Neuroscience, Melbourne, Victoria, Australia.,Monash University, 2541, Clinical Epidemiology, Melbourne, Victoria, Australia;
| | - Terence J O'Brien
- Monash University, Neuroscience, Melbourne, Victoria, Australia.,Melbourne Health, 6451, Department of Neurology, Parkville, Victoria, Australia.,Alfred Health, 5392, Department of Neurology, Melbourne, Victoria, Australia.,The University of Melbourne, 2281, Department of Medicine, Melbourne, Victoria, Australia;
| | - Stuart John McDonald
- Monash University Central Clinical School, 161666, Department of Neuroscience, 99 Commercial Road, Melbourne, Victoria, Australia, 3004;
| | - Denes V Agoston
- Uniformed Services University, APG, 4301 Jones Br Rd, Bethesda, Maryland, United States, 20814;
| | - Sandy R Shultz
- Monash University, Neuroscience, Level 6, Alfred Centre, 99 Commercial Road, Melbourne, Victoria, Australia, 3004;
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Machan M, Tabor JB, Wang M, Sutter B, Wiley JP, Mychasiuk R, Debert CT. The Impact of Concussion, Sport, and Time in Season on Saliva Telomere Length in Healthy Athletes. Front Sports Act Living 2022; 4:816607. [PMID: 35243342 PMCID: PMC8886719 DOI: 10.3389/fspor.2022.816607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 01/04/2022] [Indexed: 11/13/2022] Open
Abstract
To date, sport-related concussion diagnosis and management is primarily based on subjective clinical tests in the absence of validated biomarkers. A major obstacle to clinical validation and application is a lack of studies exploring potential biomarkers in non-injured populations. This cross-sectional study examined the associations between saliva telomere length (TL) and multiple confounding variables in a healthy university athlete population. One hundred eighty-three (108 male and 75 female) uninjured varsity athletes were recruited to the study and provided saliva samples at either pre- or mid-season, for TL analysis. Multiple linear regression was used to determine the associations between saliva TL and history of concussion, sport contact type, time in season (pre vs. mid-season collection), age, and sex. Results showed no significant associations between TL and history of concussion, age, or sport contact type. However, TL from samples collected mid-season were longer than those collected pre-season [β = 231.4, 95% CI (61.9, 401.0), p = 0.008], and males had longer TL than females [β = 284.8, 95% CI (111.5, 458.2), p = 0.001] when adjusting for all other variables in the model. These findings population suggest that multiple variables may influence TL. Future studies should consider these confounders when evaluating saliva TL as a plausible fluid biomarker for SRC.
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Affiliation(s)
- Matthew Machan
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
| | - Jason B. Tabor
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
- Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
| | - Meng Wang
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
| | - Bonnie Sutter
- Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
| | - J. Preston Wiley
- Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
- University of Calgary Sport Medicine Centre, Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
| | - Richelle Mychasiuk
- Department of Neuroscience, Monash University, Melbourne, VIC, Australia
| | - Chantel T. Debert
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
- Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
- *Correspondence: Chantel T. Debert
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Vaughn MN, Winston CN, Levin N, Rissman RA, Risbrough VB. Developing Biomarkers of Mild Traumatic Brain Injury: Promise and Progress of CNS-Derived Exosomes. Front Neurol 2022; 12:698206. [PMID: 35222223 PMCID: PMC8866179 DOI: 10.3389/fneur.2021.698206] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 12/30/2021] [Indexed: 01/18/2023] Open
Abstract
Mild traumatic brain injuries (mTBI) are common injuries across civilian and military populations. Although most individuals recover after mTBI, some individuals continue to show long-term symptoms as well as increased risk for neurodegenerative and neuropsychiatric disorders. Currently, diagnosing TBI severity relies primarily on self-report and subjective symptoms, with limited tools for diagnosis or prognosis. Brain-derived exosomes, a form of extracellular vesicle, may offer a solution for interpreting injury states by aiding in diagnosis as well as outcome prediction with relatively low patient burden. Exosomes, which are released into circulation, contain both protein and RNA cargo that can be isolated and quantified, providing a molecular window into molecular status of the exosome source. Here we examined the current literature studying the utility of exosomes, in particular neuronal- and astrocyte-derived exosomes, to identify protein and miRNA biomarkers of injury severity, trajectory, and functional outcome. Current evidence supports the potential for these emerging new tools to capture an accessible molecular window into the brain as it responds to a traumatic injury, however a number of limitations must be addressed in future studies. Most current studies are relatively small and cross sectional; prospective, longitudinal studies across injury severity, and populations are needed to track exosome cargo changes after injury. Standardized exosome isolation as well as advancement in identifying/isolating exosomes from CNS-specific tissue sources will improve mechanistic understanding of cargo changes as well as reliability of findings. Exosomes are also just beginning to be used in model systems to understand functional effects of TBI-associated cargo such as toxicity. Finally linking exosome cargo changes to objective markers of neuronal pathology and cognitive changes will be critical in validating these tools to provide insights into injury and recovery states after TBI.
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Affiliation(s)
- Melonie N. Vaughn
- Department of Neurosciences, University of California, San Diego, San Diego, CA, United States
| | - Charisse N. Winston
- Department of Neurosciences, University of California, San Diego, San Diego, CA, United States
| | - Natalie Levin
- Department of Neurosciences, University of California, San Diego, San Diego, CA, United States
| | - Robert A. Rissman
- Department of Neurosciences, University of California, San Diego, San Diego, CA, United States
- Veterans Affairs San Diego Health System, University of California, San Diego, San Diego, CA, United States
| | - Victoria B. Risbrough
- Veterans Affairs San Diego Health System, University of California, San Diego, San Diego, CA, United States
- Department of Psychiatry, University of California, San Diego, San Diego, CA, United States
- VA Center of Excellence for Stress and Mental Health, La Jolla, CA, United States
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70
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Chandran A, Boltz AJ, Morris SN, Robison HJ, Nedimyer AK, Collins CL, Register-Mihalik JK. Epidemiology of Concussions in National Collegiate Athletic Association (NCAA) Sports: 2014/15-2018/19. Am J Sports Med 2022; 50:526-536. [PMID: 34898299 DOI: 10.1177/03635465211060340] [Citation(s) in RCA: 38] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Updated epidemiology studies examining sports-related concussions (SRCs) are critical in evaluating recent efforts aimed at reducing the incidence of SRCs in National Collegiate Athletic Association (NCAA) sports. PURPOSE To describe the epidemiology of SRCs in 23 NCAA sports during the 2014/15-2018/19 academic years. STUDY DESIGN Descriptive epidemiology study. METHODS SRC and exposure data collected in the NCAA Injury Surveillance Program were analyzed. Injury counts, rates, and proportions were used to describe injury characteristics by sport, event type (practices, competitions), injury mechanism (player contact, surface contact, equipment/apparatus contact), and injury history (new, recurrent). Injury rate ratios (IRRs) were used to examine differential injury rates, and injury proportion ratios (IPRs) were used to examine differential distributions. RESULTS A total of 3497 SRCs from 8,474,400 athlete-exposures (AEs) were reported during the study period (4.13 per 10,000 AEs); the competition-related SRC rate was higher than was the practice-related SRC rate (IRR, 4.12; 95% CI, 3.86-4.41). The highest SRC rates were observed in men's ice hockey (7.35 per 10,000 AEs) and women's soccer (7.15 per 10,000 AEs); rates in women's soccer and volleyball increased during 2015/16-2018/19. Player contact was the most prevalently reported mechanism in men's sports (77.0%), whereas equipment/apparatus contact was the most prevalently reported mechanism in women's sports (39.2%). Sex-related differences were observed in soccer, basketball, softball/baseball, and swimming and diving. Most SRCs reported in men's sports (84.3%) and women's sports (81.1%) were reported as new injuries. CONCLUSION Given the increasing SRC rates observed in women's soccer and volleyball during the latter years of the study, these results indicate the need to direct further attention toward trajectories of SRC incidence in these sports. The prevalence of equipment/apparatus contact SRCs in women's sports also suggests that SRC mechanisms in women's sports warrant further investigation. As most SRCs during the study period were reported as new injuries, the prevalence of recurrent SRCs in men's and women's ice hockey is also noteworthy.
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Affiliation(s)
- Avinash Chandran
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, Indiana, USA
| | - Adrian J Boltz
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, Indiana, USA
| | - Sarah N Morris
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, Indiana, USA
| | - Hannah J Robison
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, Indiana, USA
| | - Aliza K Nedimyer
- Curriculum in Human Movement Science, Department of Allied Health Sciences, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Christy L Collins
- Datalys Center for Sports Injury Research and Prevention, Indianapolis, Indiana, USA
| | - Johna K Register-Mihalik
- Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,STAR Heel Performance Laboratory, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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Wilde EA, Wanner I, Kenney K, Gill J, Stone JR, Disner S, Schnakers C, Meyer R, Prager EM, Haas M, Jeromin A. A Framework to Advance Biomarker Development in the Diagnosis, Outcome Prediction, and Treatment of Traumatic Brain Injury. J Neurotrauma 2022; 39:436-457. [PMID: 35057637 PMCID: PMC8978568 DOI: 10.1089/neu.2021.0099] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Elisabeth A. Wilde
- University of Utah, Neurology, 383 Colorow, Salt Lake City, Utah, United States, 84108
- VA Salt Lake City Health Care System, 20122, 500 Foothill Dr., Salt Lake City, Utah, United States, 84148-0002
| | - Ina Wanner
- UCLA, Semel Institute, NRB 260J, 635 Charles E. Young Drive South, Los Angeles, United States, 90095-7332, ,
| | - Kimbra Kenney
- Uniformed Services University of the Health Sciences, Neurology, Center for Neuroscience and Regenerative Medicine, 4301 Jones Bridge Road, Bethesda, Maryland, United States, 20814
| | - Jessica Gill
- National Institutes of Health, National Institute of Nursing Research, 1 cloister, Bethesda, Maryland, United States, 20892
| | - James R. Stone
- University of Virginia, Radiology and Medical Imaging, Box 801339, 480 Ray C. Hunt Dr. Rm. 185, Charlottesville, Virginia, United States, 22903, ,
| | - Seth Disner
- Minneapolis VA Health Care System, 20040, Minneapolis, Minnesota, United States
- University of Minnesota Medical School Twin Cities, 12269, 10Department of Psychiatry and Behavioral Sciences, Minneapolis, Minnesota, United States
| | - Caroline Schnakers
- Casa Colina Hospital and Centers for Healthcare, 6643, Pomona, California, United States
- Ronald Reagan UCLA Medical Center, 21767, Los Angeles, California, United States
| | - Restina Meyer
- Cohen Veterans Bioscience, 476204, New York, New York, United States
| | - Eric M Prager
- Cohen Veterans Bioscience, 476204, External Affairs, 535 8th Ave, New York, New York, United States, 10018
| | - Magali Haas
- Cohen Veterans Bioscience, 476204, 535 8th Avenue, 12th Floor, New York City, New York, United States, 10018,
| | - Andreas Jeromin
- Cohen Veterans Bioscience, 476204, Translational Sciences, Cambridge, Massachusetts, United States
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Daisy CC, Varinos S, Howell DR, Kaplan K, Mannix R, Meehan WP, Wang F, Berkstresser B, Lee RS, Froehlich JW, Zurakowski D, Moses MA. Proteomic Discovery of Noninvasive Biomarkers Associated With Sport-Related Concussions. Neurology 2022; 98:e186-e198. [PMID: 34675105 PMCID: PMC8762586 DOI: 10.1212/wnl.0000000000013001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 10/14/2021] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Sport-related concussions affect millions of individuals across the United States each year, and current techniques to diagnose and monitor them rely largely on subjective measures. Our goal was to discover and validate objective, quantifiable noninvasive biomarkers with the potential to be used in sport-related concussion diagnosis. METHODS Urine samples from a convenience series of healthy control collegiate athletes who had not sustained a concussion and athletes who sustained a concussion as diagnosed by a sports medicine physician within 7 days were collected prospectively and studied. Participants also completed an instrumented single-task gait analysis as a functional measure. Participants were recruited from a single collegiate athletic program and were ≥18 years of age and were excluded if they had a concomitant injury, active psychiatric conditions, or preexisting neurologic disorders. Using Tandem Mass Tags (TMT) mass spectroscopy and ELISA, we identified and validated urinary biomarkers of concussion. RESULTS Forty-eight control and 47 age- and sex-matched athletes with concussion were included in the study (51.6% female, 48.4% male, average age 19.6 years). Participants represented both contact and noncontact sports. All but 1 of the postconcussion participants reported experiencing symptoms at the time of data collection. Insulin-like growth factor 1 (IGF-1) and IGF binding protein 5 (IGFBP5) were downregulated in the urine of athletes with concussions compared to healthy controls. Multivariable risk algorithms developed to predict the probability of sport-related concussion showed that IGF-1 multiplexed with single-task gait velocity predicts concussion risk across a range of postinjury time points (area under the curve [AUC] 0.786, 95% confidence interval [CI] 0.690-0.884). When IGF-1 and IGFBP5 are multiplexed with single-task gait velocity, they accurately distinguish between healthy controls and individuals with concussion at acute time points (AUC 0.835, 95% CI 0.701-0.968, p < 0.001). DISCUSSION These noninvasive biomarkers, discovered in an objective and validated manner, may be useful in diagnosing and monitoring sport-related concussions in both acute phases of injury and several days after injury. TRIAL REGISTRATION INFORMATION ClinicalTrials.gov Identifier: NCT02354469 (submitted February 2015, first patient enrolled August 2015). CLASSIFICATION OF EVIDENCE This study provides Class III evidence that urinary IGF-1 and IGFBP5 multiplexed with single-task gait velocity may be useful in diagnosing sport-related concussion.
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Affiliation(s)
- Cassandra C Daisy
- From the Vascular Biology Program (C.C.D., S.V., K.K., M.A.M.), Division of Sports Medicine (D.R.H., W.P.M.), Department of Orthopaedics, Brain Injury Center (D.R.H., R.M., W.P.M.), Sports Concussion Clinic (R.M.), Division of Sports Medicine, Division of Emergency Medicine (R.M.), Department of Urology (R.S.L., J.W.F.), Department of Anesthesia (D.Z.), and Department of Surgery (M.A.M.), Boston Children's Hospital; The Micheli Center for Sports Injury Prevention (D.R.H., R.M., W.P.M.), Waltham, MA; Sports Medicine Center (D.R.H.), Children's Hospital Colorado; Department of Orthopedics (D.R.H.), University of Colorado School of Medicine, Aurora; Departments of Pediatrics (W.P.M.), and Orthopaedic Surgery (W.P.M.), and Surgery (R.S.L., J.W.F., D.Z., M.A.M.), Harvard Medical School; and Harvard Sports Medicine (F.W., B.B.), Boston, MA
| | - Speros Varinos
- From the Vascular Biology Program (C.C.D., S.V., K.K., M.A.M.), Division of Sports Medicine (D.R.H., W.P.M.), Department of Orthopaedics, Brain Injury Center (D.R.H., R.M., W.P.M.), Sports Concussion Clinic (R.M.), Division of Sports Medicine, Division of Emergency Medicine (R.M.), Department of Urology (R.S.L., J.W.F.), Department of Anesthesia (D.Z.), and Department of Surgery (M.A.M.), Boston Children's Hospital; The Micheli Center for Sports Injury Prevention (D.R.H., R.M., W.P.M.), Waltham, MA; Sports Medicine Center (D.R.H.), Children's Hospital Colorado; Department of Orthopedics (D.R.H.), University of Colorado School of Medicine, Aurora; Departments of Pediatrics (W.P.M.), and Orthopaedic Surgery (W.P.M.), and Surgery (R.S.L., J.W.F., D.Z., M.A.M.), Harvard Medical School; and Harvard Sports Medicine (F.W., B.B.), Boston, MA
| | - David R Howell
- From the Vascular Biology Program (C.C.D., S.V., K.K., M.A.M.), Division of Sports Medicine (D.R.H., W.P.M.), Department of Orthopaedics, Brain Injury Center (D.R.H., R.M., W.P.M.), Sports Concussion Clinic (R.M.), Division of Sports Medicine, Division of Emergency Medicine (R.M.), Department of Urology (R.S.L., J.W.F.), Department of Anesthesia (D.Z.), and Department of Surgery (M.A.M.), Boston Children's Hospital; The Micheli Center for Sports Injury Prevention (D.R.H., R.M., W.P.M.), Waltham, MA; Sports Medicine Center (D.R.H.), Children's Hospital Colorado; Department of Orthopedics (D.R.H.), University of Colorado School of Medicine, Aurora; Departments of Pediatrics (W.P.M.), and Orthopaedic Surgery (W.P.M.), and Surgery (R.S.L., J.W.F., D.Z., M.A.M.), Harvard Medical School; and Harvard Sports Medicine (F.W., B.B.), Boston, MA
| | - Katherine Kaplan
- From the Vascular Biology Program (C.C.D., S.V., K.K., M.A.M.), Division of Sports Medicine (D.R.H., W.P.M.), Department of Orthopaedics, Brain Injury Center (D.R.H., R.M., W.P.M.), Sports Concussion Clinic (R.M.), Division of Sports Medicine, Division of Emergency Medicine (R.M.), Department of Urology (R.S.L., J.W.F.), Department of Anesthesia (D.Z.), and Department of Surgery (M.A.M.), Boston Children's Hospital; The Micheli Center for Sports Injury Prevention (D.R.H., R.M., W.P.M.), Waltham, MA; Sports Medicine Center (D.R.H.), Children's Hospital Colorado; Department of Orthopedics (D.R.H.), University of Colorado School of Medicine, Aurora; Departments of Pediatrics (W.P.M.), and Orthopaedic Surgery (W.P.M.), and Surgery (R.S.L., J.W.F., D.Z., M.A.M.), Harvard Medical School; and Harvard Sports Medicine (F.W., B.B.), Boston, MA
| | - Rebekah Mannix
- From the Vascular Biology Program (C.C.D., S.V., K.K., M.A.M.), Division of Sports Medicine (D.R.H., W.P.M.), Department of Orthopaedics, Brain Injury Center (D.R.H., R.M., W.P.M.), Sports Concussion Clinic (R.M.), Division of Sports Medicine, Division of Emergency Medicine (R.M.), Department of Urology (R.S.L., J.W.F.), Department of Anesthesia (D.Z.), and Department of Surgery (M.A.M.), Boston Children's Hospital; The Micheli Center for Sports Injury Prevention (D.R.H., R.M., W.P.M.), Waltham, MA; Sports Medicine Center (D.R.H.), Children's Hospital Colorado; Department of Orthopedics (D.R.H.), University of Colorado School of Medicine, Aurora; Departments of Pediatrics (W.P.M.), and Orthopaedic Surgery (W.P.M.), and Surgery (R.S.L., J.W.F., D.Z., M.A.M.), Harvard Medical School; and Harvard Sports Medicine (F.W., B.B.), Boston, MA
| | - William P Meehan
- From the Vascular Biology Program (C.C.D., S.V., K.K., M.A.M.), Division of Sports Medicine (D.R.H., W.P.M.), Department of Orthopaedics, Brain Injury Center (D.R.H., R.M., W.P.M.), Sports Concussion Clinic (R.M.), Division of Sports Medicine, Division of Emergency Medicine (R.M.), Department of Urology (R.S.L., J.W.F.), Department of Anesthesia (D.Z.), and Department of Surgery (M.A.M.), Boston Children's Hospital; The Micheli Center for Sports Injury Prevention (D.R.H., R.M., W.P.M.), Waltham, MA; Sports Medicine Center (D.R.H.), Children's Hospital Colorado; Department of Orthopedics (D.R.H.), University of Colorado School of Medicine, Aurora; Departments of Pediatrics (W.P.M.), and Orthopaedic Surgery (W.P.M.), and Surgery (R.S.L., J.W.F., D.Z., M.A.M.), Harvard Medical School; and Harvard Sports Medicine (F.W., B.B.), Boston, MA
| | - Francis Wang
- From the Vascular Biology Program (C.C.D., S.V., K.K., M.A.M.), Division of Sports Medicine (D.R.H., W.P.M.), Department of Orthopaedics, Brain Injury Center (D.R.H., R.M., W.P.M.), Sports Concussion Clinic (R.M.), Division of Sports Medicine, Division of Emergency Medicine (R.M.), Department of Urology (R.S.L., J.W.F.), Department of Anesthesia (D.Z.), and Department of Surgery (M.A.M.), Boston Children's Hospital; The Micheli Center for Sports Injury Prevention (D.R.H., R.M., W.P.M.), Waltham, MA; Sports Medicine Center (D.R.H.), Children's Hospital Colorado; Department of Orthopedics (D.R.H.), University of Colorado School of Medicine, Aurora; Departments of Pediatrics (W.P.M.), and Orthopaedic Surgery (W.P.M.), and Surgery (R.S.L., J.W.F., D.Z., M.A.M.), Harvard Medical School; and Harvard Sports Medicine (F.W., B.B.), Boston, MA
| | - Brant Berkstresser
- From the Vascular Biology Program (C.C.D., S.V., K.K., M.A.M.), Division of Sports Medicine (D.R.H., W.P.M.), Department of Orthopaedics, Brain Injury Center (D.R.H., R.M., W.P.M.), Sports Concussion Clinic (R.M.), Division of Sports Medicine, Division of Emergency Medicine (R.M.), Department of Urology (R.S.L., J.W.F.), Department of Anesthesia (D.Z.), and Department of Surgery (M.A.M.), Boston Children's Hospital; The Micheli Center for Sports Injury Prevention (D.R.H., R.M., W.P.M.), Waltham, MA; Sports Medicine Center (D.R.H.), Children's Hospital Colorado; Department of Orthopedics (D.R.H.), University of Colorado School of Medicine, Aurora; Departments of Pediatrics (W.P.M.), and Orthopaedic Surgery (W.P.M.), and Surgery (R.S.L., J.W.F., D.Z., M.A.M.), Harvard Medical School; and Harvard Sports Medicine (F.W., B.B.), Boston, MA
| | - Richard S Lee
- From the Vascular Biology Program (C.C.D., S.V., K.K., M.A.M.), Division of Sports Medicine (D.R.H., W.P.M.), Department of Orthopaedics, Brain Injury Center (D.R.H., R.M., W.P.M.), Sports Concussion Clinic (R.M.), Division of Sports Medicine, Division of Emergency Medicine (R.M.), Department of Urology (R.S.L., J.W.F.), Department of Anesthesia (D.Z.), and Department of Surgery (M.A.M.), Boston Children's Hospital; The Micheli Center for Sports Injury Prevention (D.R.H., R.M., W.P.M.), Waltham, MA; Sports Medicine Center (D.R.H.), Children's Hospital Colorado; Department of Orthopedics (D.R.H.), University of Colorado School of Medicine, Aurora; Departments of Pediatrics (W.P.M.), and Orthopaedic Surgery (W.P.M.), and Surgery (R.S.L., J.W.F., D.Z., M.A.M.), Harvard Medical School; and Harvard Sports Medicine (F.W., B.B.), Boston, MA
| | - John W Froehlich
- From the Vascular Biology Program (C.C.D., S.V., K.K., M.A.M.), Division of Sports Medicine (D.R.H., W.P.M.), Department of Orthopaedics, Brain Injury Center (D.R.H., R.M., W.P.M.), Sports Concussion Clinic (R.M.), Division of Sports Medicine, Division of Emergency Medicine (R.M.), Department of Urology (R.S.L., J.W.F.), Department of Anesthesia (D.Z.), and Department of Surgery (M.A.M.), Boston Children's Hospital; The Micheli Center for Sports Injury Prevention (D.R.H., R.M., W.P.M.), Waltham, MA; Sports Medicine Center (D.R.H.), Children's Hospital Colorado; Department of Orthopedics (D.R.H.), University of Colorado School of Medicine, Aurora; Departments of Pediatrics (W.P.M.), and Orthopaedic Surgery (W.P.M.), and Surgery (R.S.L., J.W.F., D.Z., M.A.M.), Harvard Medical School; and Harvard Sports Medicine (F.W., B.B.), Boston, MA
| | - David Zurakowski
- From the Vascular Biology Program (C.C.D., S.V., K.K., M.A.M.), Division of Sports Medicine (D.R.H., W.P.M.), Department of Orthopaedics, Brain Injury Center (D.R.H., R.M., W.P.M.), Sports Concussion Clinic (R.M.), Division of Sports Medicine, Division of Emergency Medicine (R.M.), Department of Urology (R.S.L., J.W.F.), Department of Anesthesia (D.Z.), and Department of Surgery (M.A.M.), Boston Children's Hospital; The Micheli Center for Sports Injury Prevention (D.R.H., R.M., W.P.M.), Waltham, MA; Sports Medicine Center (D.R.H.), Children's Hospital Colorado; Department of Orthopedics (D.R.H.), University of Colorado School of Medicine, Aurora; Departments of Pediatrics (W.P.M.), and Orthopaedic Surgery (W.P.M.), and Surgery (R.S.L., J.W.F., D.Z., M.A.M.), Harvard Medical School; and Harvard Sports Medicine (F.W., B.B.), Boston, MA
| | - Marsha A Moses
- From the Vascular Biology Program (C.C.D., S.V., K.K., M.A.M.), Division of Sports Medicine (D.R.H., W.P.M.), Department of Orthopaedics, Brain Injury Center (D.R.H., R.M., W.P.M.), Sports Concussion Clinic (R.M.), Division of Sports Medicine, Division of Emergency Medicine (R.M.), Department of Urology (R.S.L., J.W.F.), Department of Anesthesia (D.Z.), and Department of Surgery (M.A.M.), Boston Children's Hospital; The Micheli Center for Sports Injury Prevention (D.R.H., R.M., W.P.M.), Waltham, MA; Sports Medicine Center (D.R.H.), Children's Hospital Colorado; Department of Orthopedics (D.R.H.), University of Colorado School of Medicine, Aurora; Departments of Pediatrics (W.P.M.), and Orthopaedic Surgery (W.P.M.), and Surgery (R.S.L., J.W.F., D.Z., M.A.M.), Harvard Medical School; and Harvard Sports Medicine (F.W., B.B.), Boston, MA.
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Miller MR, Robinson M, Fischer L, DiBattista A, Patel MA, Daley M, Bartha R, Dekaban GA, Menon RS, Shoemaker JK, Diamandis EP, Prassas I, Fraser DD. Putative Concussion Biomarkers Identified in Adolescent Male Athletes Using Targeted Plasma Proteomics. Front Neurol 2022; 12:787480. [PMID: 34987469 PMCID: PMC8721148 DOI: 10.3389/fneur.2021.787480] [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: 09/30/2021] [Accepted: 11/17/2021] [Indexed: 11/13/2022] Open
Abstract
Sport concussions can be difficult to diagnose and if missed, they can expose athletes to greater injury risk and long-lasting neurological disabilities. Discovery of objective biomarkers to aid concussion diagnosis is critical to protecting athlete brain health. To this end, we performed targeted proteomics on plasma obtained from adolescent athletes suffering a sports concussion. A total of 11 concussed male athletes were enrolled at our academic Sport Medicine Concussion Clinic, as well as 24 sex-, age- and activity-matched healthy control subjects. Clinical evaluation was performed and blood was drawn within 72 h of injury. Proximity extension assays were performed for 1,472 plasma proteins; a total of six proteins were considered significantly different between cohorts (P < 0.01; five proteins decreased and one protein increased). Receiver operating characteristic curves on the six individual protein biomarkers identified had areas-under-the-curves (AUCs) for concussion diagnosis ≥0.78; antioxidant 1 copper chaperone (ATOX1; AUC 0.81, P = 0.003), secreted protein acidic and rich in cysteine (SPARC; AUC 0.81, P = 0.004), cluster of differentiation 34 (CD34; AUC 0.79, P = 0.006), polyglutamine binding protein 1 (PQBP1; AUC 0.78, P = 0.008), insulin-like growth factor-binding protein-like 1 (IGFBPL1; AUC 0.78, P = 0.008) and cytosolic 5'-nucleotidase 3A (NT5C3A; AUC 0.78, P = 0.009). Combining three of the protein biomarkers (ATOX1, SPARC and NT5C3A), produced an AUC of 0.98 for concussion diagnoses (P < 0.001; 95% CI: 0.95, 1.00). Despite a paucity of studies on these three identified proteins, the available evidence points to their roles in modulating tissue inflammation and regulating integrity of the cerebral microvasculature. Taken together, our exploratory data suggest that three or less novel proteins, which are amenable to a point-of-care immunoassay, may be future candidate biomarkers for screening adolescent sport concussion. Validation with protein assays is required in larger cohorts.
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Affiliation(s)
- Michael R Miller
- Department of Pediatrics, Western University, London, ON, Canada.,Children's Health Research Institute, London, ON, Canada
| | - Michael Robinson
- School of Health Studies, Western University, London, ON, Canada.,School of Kinesiology, Western University, London, ON, Canada.,Department of Family Medicine, Western University, London, ON, Canada
| | - Lisa Fischer
- Department of Family Medicine, Western University, London, ON, Canada
| | - Alicia DiBattista
- Children's Hospital of Eastern Ontario Research Institute, Ottawa, ON, Canada.,Neurolytixs Inc., Toronto, ON, Canada
| | - Maitray A Patel
- Department of Epidemiology, Western University, London, ON, Canada
| | - Mark Daley
- Department of Epidemiology, Western University, London, ON, Canada.,Department of Computer Science, Western University, London, ON, Canada
| | - Robert Bartha
- Department of Medical Biophysics, Western University, London, ON, Canada.,Robarts Research Institute, London, ON, Canada
| | - Gregory A Dekaban
- Robarts Research Institute, London, ON, Canada.,Department of Microbiology and Immunology, Western University, London, ON, Canada
| | - Ravi S Menon
- Department of Medical Biophysics, Western University, London, ON, Canada.,Robarts Research Institute, London, ON, Canada
| | | | | | - Ioannis Prassas
- Department of Pathology and Laboratory Medicine, University of Toronto, Toronto, ON, Canada
| | - Douglas D Fraser
- Department of Pediatrics, Western University, London, ON, Canada.,Children's Health Research Institute, London, ON, Canada.,Neurolytixs Inc., Toronto, ON, Canada.,Department of Physiology and Pharmacology, Western University, London, ON, Canada.,Depatment of Clinical Neurological Sciences, Western University, London, ON, Canada
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74
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Senaratne N, Hunt A, Sotsman E, Grey MJ. Biomarkers to aid the return to play decision following sports-related concussion: a systematic review. JOURNAL OF CONCUSSION 2022. [DOI: 10.1177/20597002211070735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Premature return to play (RTP) following sports-related concussion (SRC) is associated with significant morbidity including risk of neurological and non-neurological injury, persistent post-concussion symptoms and chronic neurological deficits. Assessing athletes for RTP is critical but these decisions are currently based on clinical assessments that are subject to bias and symptomatic reporting that rely on compliance. An objective and easily obtained biomarker that can indicate recovery following SRC would aid clinicians to make safer RTP decisions. We performed a systematic review to identify potential biomarkers from saliva, urine and blood sources that could inform the clinical RTP decision. The MEDLINE database was searched. Inclusion criteria were studies focusing on adults diagnosed with SRC, fluid biomarkers from blood, saliva or urine and clinical recovery from SRC or at RTP. We assessed each biomarker for their time course post SRC and relationship to clinical recovery. Secondary outcomes included correlation with symptom scores and predictive value for prolonged RTP. We identified 8 studies all investigating blood-based markers of diffuse axonal injury (tau, NFL, SNTF), neuroglial injury (NSE, VLP-1, UCH-L1, S100B, GFAP), inflammation and hormonal disturbances. Tau, SNTF, UCH-1, GFAP, S100B and the inflammatory cytokine MCP-4 are raised post SRC and return to baseline by RTP. Changes in tau, NFL, SNTF, GFAP and MCP-4 post SRC correlate with severity of concussion as measured by symptom severity or RTP duration. There is only preliminary case-reporting for hormonal biomarkers. The evidence is limited by a lack of highly powered studies, variation in use of athletic and Contact sport controls (CSC) and a lack of consistent sampling and assessment protocols. There is promise for biomarkers to aid RTP decisions following SRC, most notably in use alongside clinical assessment in RTP criteria to allow greater precision in identifying mild and severe concussion.
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Affiliation(s)
- Nipuna Senaratne
- Institute of Sport, Exercise & Health, Division of Surgery & Interventional Science, Faculty of Medical Sciences, University College London, London, UK
| | - Alexandra Hunt
- School of Health Sciences, Faculty of Medicine and Health Sciences, University of East Anglia, Norwich, UK
| | - Eleanor Sotsman
- School of Health Sciences, Faculty of Medicine and Health Sciences, University of East Anglia, Norwich, UK
| | - Michael J. Grey
- School of Health Sciences, Faculty of Medicine and Health Sciences, University of East Anglia, Norwich, UK
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Mansouri A, Ledwidge P, Sayood K, Molfese DL. A Routine Electroencephalography Monitoring System for Automated Sports-Related Concussion Detection. Neurotrauma Rep 2021; 2:626-638. [PMID: 35018364 PMCID: PMC8742301 DOI: 10.1089/neur.2021.0047] [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] [Indexed: 11/12/2022] Open
Abstract
Cases of concussions in the United States keep increasing and are now up to 2 million to 3 million incidents per year. Although concussions are recoverable and usually not life-threatening, the degree and rate of recovery may vary depending on age, severity of the injury, and past concussion history. A subsequent concussion before full recovery may lead to more-severe brain damage and poorer outcomes. Electroencephalography (EEG) recordings can identify brain dysfunctionality and abnormalities, such as after a concussion. Routine EEG monitoring can be a convenient method for reducing unreported injuries and preventing long-term damage, especially among groups with a greater risk of experiencing a concussion, such as athletes participating in contact sports. Because of the relative availability of EEG compared to other brain-imaging techniques (e.g., functional magnetic resonance imaging), the use of EEG monitoring is growing for various neurological disorders. In this longitudinal study, EEG was analyzed from 4 football athletes before their athletic season and also within 7 days of concussion. Compared to a control group of 4 additional athletes, a concussion was detected with up to 99.5% accuracy using EEG recordings in the Theta-Alpha band. Classifiers that use data from only a subset of the EEG electrodes providing reliable detection are also proposed. The most effective classifiers used EEG recordings from the Central scalp region in the Beta band and over the Temporal scalp region using the Theta-Alpha band. This proof-of-concept study and preliminary findings suggest that EEG monitoring may be used to identify a sports-related concussion occurrence with a high level of accuracy and thus reduce the chance of unreported concussion.
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Affiliation(s)
- Amirsalar Mansouri
- Department of Electrical and Computer Engineer, Baldwin Wallace University, Berea, Ohio, USA
| | - Patrick Ledwidge
- Department of Psychology, Baldwin Wallace University, Berea, Ohio, USA
| | - Khalid Sayood
- Department of Electrical and Computer Engineer, Baldwin Wallace University, Berea, Ohio, USA
| | - Dennis L. Molfese
- Center for Brain, Biology, and Behavior, University of Nebraska-Lincoln, Lincoln, Nebraska, USA Baldwin Wallace University, Berea, Ohio, USA
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76
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Datta D, Bangirana P, Opoka RO, Conroy AL, Co K, Bond C, Zhao Y, Kawata K, Saykin AJ, John CC. Association of Plasma Tau With Mortality and Long-term Neurocognitive Impairment in Survivors of Pediatric Cerebral Malaria and Severe Malarial Anemia. JAMA Netw Open 2021; 4:e2138515. [PMID: 34889945 PMCID: PMC8665370 DOI: 10.1001/jamanetworkopen.2021.38515] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
IMPORTANCE Cerebral malaria (CM) and severe malarial anemia (SMA) are associated with persistent neurocognitive impairment (NCI) among children in Africa. Identifying blood biomarkers of acute brain injury that are associated with future NCI could allow early interventions to prevent or reduce NCI in survivors of severe malaria. OBJECTIVE To investigate whether acutely elevated tau levels are associated with future NCI in children after CM or SMA. DESIGN, SETTING, AND PARTICIPANTS This prospective cohort study was conducted at Mulago National Referral Hospital in Kampala, Uganda, from March 2008 to October 2015. Children aged 1.5 to 12 years with CM (n = 182) or SMA (n = 162) as well as community children (CC; n = 123) were enrolled in the study. Data analysis was conducted from January 2020 to May 2021. EXPOSURE CM or SMA. MAIN OUTCOMES AND MEASURES Enrollment plasma tau levels were measured using single-molecule array detection technology. Overall cognition (primary) and attention and memory (secondary) z scores were measured at 1 week and 6, 12, and 24 months after discharge using tools validated in Ugandan children younger than 5 years or 5 years and older. RESULTS A total of 467 children were enrolled. In the CM group, 75 (41%) were girls, and the mean (SD) age was 4.02 (1.92) years. In the SMA group, 59 (36%) were girls, and the mean (SD) age was 3.45 (1.60) years. In the CC group, 65 (53%) were girls, and the mean (SD) age was 3.94 (1.92) years. Elevated plasma tau levels (>95th percentile in CC group; >6.43 pg/mL) were observed in 100 children (55%) with CM and 69 children (43%) with SMA (P < .001). In children with CM who were younger than 5 years, elevated plasma tau levels were associated with increased mortality (odds ratio [OR], 3.06; 95% CI, 1.01-9.26; P = .048). In children with CM who were younger than 5 years at both CM episode and follow-up neurocognitive testing, plasma tau levels (log10 transformed) were associated with worse overall cognition scores over 24-month follow-up (β = -0.80; 95% CI, -1.32 to -0.27; P = .003). In children with CM who were younger than 5 years at CM episode and 5 years or older at follow-up neurocognitive testing, plasma tau was associated with worse scores in attention (β = -1.08; 95% CI, -1.79 to -0.38; P = .003) and working memory (β = -1.39; 95% CI, -2.18 to -0.60; P = .001). CONCLUSIONS AND RELEVANCE In this study, plasma tau, a marker of injury to neuronal axons, was elevated in children with CM or SMA and was associated with mortality and persistent NCI in children with CM younger than 5 years.
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Affiliation(s)
- Dibyadyuti Datta
- Ryan White Center for Pediatric Infectious Disease and Global Health, Indiana University School of Medicine, Indianapolis
| | - Paul Bangirana
- Department of Psychiatry, Makerere University College of Health Sciences, Kampala, Uganda
| | - Robert O Opoka
- Department of Paediatrics and Child Health, Makerere University College of Health Sciences, Kampala, Uganda
| | - Andrea L Conroy
- Ryan White Center for Pediatric Infectious Disease and Global Health, Indiana University School of Medicine, Indianapolis
| | - Katrina Co
- Ryan White Center for Pediatric Infectious Disease and Global Health, Indiana University School of Medicine, Indianapolis
| | - Caitlin Bond
- Ryan White Center for Pediatric Infectious Disease and Global Health, Indiana University School of Medicine, Indianapolis
| | - Yi Zhao
- Department of Biostatistics and Health Sciences, Indiana University School of Medicine, Indianapolis
| | - Keisuke Kawata
- Department of Kinesiology, Indiana University School of Public Health-Bloomington, Bloomington
- Program in Neuroscience, The College of Arts and Sciences, Indiana University, Bloomington
| | - Andrew J Saykin
- Indiana Alzheimer's Disease Research Center and Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis
| | - Chandy C John
- Ryan White Center for Pediatric Infectious Disease and Global Health, Indiana University School of Medicine, Indianapolis
- Division of Global Pediatrics, University of Minnesota Medical School, Minneapolis
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77
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Ross JD, Cameron KL, Colsant BJ, Houston MN. Leadership Lessons in Concussion Management for Team Physicians. Sports Med Arthrosc Rev 2021; 29:191-199. [PMID: 34730119 DOI: 10.1097/jsa.0000000000000326] [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: 11/26/2022]
Abstract
Over the last decade, with emphasis on concussion awareness and potential long-term deficits, concussions have become a public health concern. Although common, concussions are complex in nature and often require a collaborative treatment approach across multiple disciplines. In an athletic setting, the Team Physician plays a critical leadership role in the organization, management, and provision of care for concussed athletes. However, leadership strategies for the provision of concussion care utilized by the Team Physician have not been adequately described. This manuscript intends to describe advanced planning for concussion management and highlight best practices for the provision of care for the concussed athlete, to assist the Team Physician in coordinating optimal care. Specific emphasis will be placed on outlining a concussion management protocol aligned with evidence-based best practices.
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78
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Leddy JJ, Haider MN, Noble JM, Rieger B, Flanagan S, McPherson JI, Shubin-Stein K, Saleem GT, Corsaro L, Willer B. Management of Concussion and Persistent Post-Concussive Symptoms for Neurologists. Curr Neurol Neurosci Rep 2021; 21:72. [PMID: 34817719 DOI: 10.1007/s11910-021-01160-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/23/2021] [Indexed: 10/19/2022]
Abstract
PURPOSE OF REVIEW Concussion is a complex injury that may present as a variety of clinical profiles, which can overlap and reinforce one another. This review summarizes the medical management of patients with concussion and persistent post-concussive symptoms (PPCS). RECENT FINDINGS Management of concussion and PPCS relies on identifying underlying symptom generators. Treatment options include sub-symptom threshold aerobic exercise, cervical physical therapy, vestibular therapy, vision therapy, cognitive rehabilitation, cognitive behavioral therapy, pharmacological management, or a combination of treatments. Evidence-based treatments have emerged to treat post-concussion symptom generators for sport-related concussion and for patients with PPCS.
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Affiliation(s)
- John J Leddy
- UBMD Department of Orthopaedics and Sports Medicine, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY, USA.
| | - Mohammad Nadir Haider
- UBMD Department of Orthopaedics and Sports Medicine, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY, USA.,Department of Neuroscience, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY, USA
| | - James M Noble
- Department of Neurology, Taub Institute for Research On Alzheimer's Disease and the Aging Brain, and G.H. Sergievsky Center, Columbia University, New York, NY, USA
| | - Brian Rieger
- Department of Physical Medicine and Rehabilitation, State University of New York Upstate Medical University, Syracuse, NY, USA
| | - Steven Flanagan
- Department of Rehabilitation Medicine, Rusk Institute of Rehabilitation Medicine, New York University School of Medicine, New York, NY, USA
| | - Jacob I McPherson
- Department of Rehabilitation Sciences, School of Public Health and Health Professions, State University of New York at Buffalo, Buffalo, NY, USA
| | | | - Ghazala T Saleem
- Department of Rehabilitation Sciences, School of Public Health and Health Professions, State University of New York at Buffalo, Buffalo, NY, USA
| | - Louis Corsaro
- Northern Westchester and Southern Putnam County School Districts, New York, NY, USA
| | - Barry Willer
- Department of Psychiatry, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY, USA
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79
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Glendon K, Blenkinsop G, Belli A, Pain M. Prospective study with specific Re-Assessment time points to determine time to recovery following a Sports-Related Concussion in university-aged student-athletes. Phys Ther Sport 2021; 52:287-296. [PMID: 34715487 DOI: 10.1016/j.ptsp.2021.10.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 10/14/2021] [Accepted: 10/17/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Time to recovery for symptom burden and neurocognition following a Sports-Related Concussion (SRC) has previously been determined by consolidating varying re-assessment time points into a singular point, and has not been established for Vestibular-Ocular-Motor (VOM) function or academic ability. OBJECTIVES Establish when recovery of symptom burden, neurocognition, VOM function, and academic ability occurs in university-aged student-athletes. METHODS Student-athletes completed an assessment battery (Post-Concussion Symptom Scale (PCSS), Immediate Post-Concussion Assessment and Cognitive Test (ImPACT), Vestibular Ocular-Motor Screening (VOMS), Perceived Academic Impairment Tool (PAIT)) during pre-season (n = 140), within 48 hours, 4, 8 and 14 days post-SRC and prior to Return To Play (RTP) and were managed according to the Rugby Football Union' community pathway (n = 42). Student-athletes were deemed recovered or impaired according to Reliable Change Index' (RCI) or compared to their individual baseline. RESULTS Symptom burden recovers by four days post-SRC on RCI and to baseline by eight days. VOM function and academic ability recovers by 8 days. Some student-athletes demonstrated worse performance at RTP on all tests by RCI and to baseline, except for on VOMS score and near point convergence by RCI change. CONCLUSIONS Variation in individual university-aged student-athletes requires a multi-faceted approach to establish what dysfunctions post-SRC exist and when recovery occurs.
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Affiliation(s)
- K Glendon
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK.
| | - G Blenkinsop
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - A Belli
- Institute of Inflammation and Ageing, University of Birmingham, UK
| | - M Pain
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
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80
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McDonald SJ, Shultz SR, Agoston DV. The Known Unknowns: An Overview of the State of Blood-Based Protein Biomarkers of Mild Traumatic Brain Injury. J Neurotrauma 2021; 38:2652-2666. [PMID: 33906422 DOI: 10.1089/neu.2021.0011] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Blood-based protein biomarkers have revolutionized several fields of medicine by enabling molecular level diagnosis, as well as monitoring disease progression and treatment efficacy. Traumatic brain injury (TBI) so far has benefitted only moderately from using protein biomarkers to improve injury outcome. Because of its complexity and dynamic nature, TBI, especially its most prevalent mild form (mild TBI; mTBI), presents unique challenges toward protein biomarker discovery and validation given that blood is frequently obtained and processed outside of the clinical laboratory (e.g., athletic fields, battlefield) under variable conditions. As it stands, the field of mTBI blood biomarkers faces a number of outstanding questions. Do elevated blood levels of currently used biomarkers-ubiquitin carboxy-terminal hydrolase L1, glial fibrillary acidic protein, neurofilament light chain, and tau/p-tau-truly mirror the extent of parenchymal damage? Do these different proteins represent distinct injury mechanisms? Is the blood-brain barrier a "brick wall"? What is the relationship between intra- versus extracranial values? Does prolonged elevation of blood levels reflect de novo release or extended protein half-lives? Does biological sex affect the pathobiological responses after mTBI and thus blood levels of protein biomarkers? At the practical level, it is unknown how pre-analytical variables-sample collection, preparation, handling, and stability-affect the quality and reliability of biomarker data. The ever-increasing sensitivity of assay systems and lack of quality control of samples, combined with the almost complete reliance on antibody-based assay platforms, represent important unsolved issues given that false-negative results can lead to false clinical decision making and adverse outcomes. This article serves as a commentary on the state of mTBI biomarkers and the landscape of significant challenges. We highlight and discusses several biological and methodological "known unknowns" and close with some practical recommendations.
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Affiliation(s)
- Stuart J McDonald
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Department of Physiology, Anatomy and Microbiology, School of Life Sciences, La Trobe University, Bundoora, Victoria, Australia
| | - Sandy R Shultz
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Department of Medicine, Royal Melbourne Hospital, The University of Melbourne, Parkville, Victoria, Australia
| | - Denes V Agoston
- Department of Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
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81
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Ren AH, Diamandis EP, Kulasingam V. Uncovering the Depths of the Human Proteome: Antibody-based Technologies for Ultrasensitive Multiplexed Protein Detection and Quantification. Mol Cell Proteomics 2021; 20:100155. [PMID: 34597790 PMCID: PMC9357438 DOI: 10.1016/j.mcpro.2021.100155] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 09/01/2021] [Accepted: 09/25/2021] [Indexed: 12/20/2022] Open
Abstract
Probing the human proteome in tissues and biofluids such as plasma is attractive for biomarker and drug target discovery. Recent breakthroughs in multiplex, antibody-based, proteomics technologies now enable the simultaneous quantification of thousands of proteins at as low as sub fg/ml concentrations with remarkable dynamic ranges of up to 10-log. We herein provide a comprehensive guide to the methodologies, performance, technical comparisons, advantages, and disadvantages of established and emerging technologies for the multiplexed ultrasensitive measurement of proteins. Gaining holistic knowledge on these innovations is crucial for choosing the right multiplexed proteomics tool for applications at hand to critically complement traditional proteomics methods. This can bring researchers closer than ever before to elucidating the intricate inner workings and cross talk that spans multitude of proteins in disease mechanisms.
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Affiliation(s)
- Annie H Ren
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada; Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Canada
| | - Eleftherios P Diamandis
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada; Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Canada; Department of Clinical Biochemistry, University Health Network, Toronto, Canada
| | - Vathany Kulasingam
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada; Department of Clinical Biochemistry, University Health Network, Toronto, Canada.
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82
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Hier DB, Obafemi-Ajayi T, Thimgan MS, Olbricht GR, Azizi S, Allen B, Hadi BA, Wunsch DC. Blood biomarkers for mild traumatic brain injury: a selective review of unresolved issues. Biomark Res 2021; 9:70. [PMID: 34530937 PMCID: PMC8447604 DOI: 10.1186/s40364-021-00325-5] [Citation(s) in RCA: 49] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 08/26/2021] [Indexed: 01/03/2023] Open
Abstract
Background The use of blood biomarkers after mild traumatic brain injury (mTBI) has been widely studied. We have identified eight unresolved issues related to the use of five commonly investigated blood biomarkers: neurofilament light chain, ubiquitin carboxy-terminal hydrolase-L1, tau, S100B, and glial acidic fibrillary protein. We conducted a focused literature review of unresolved issues in three areas: mode of entry into and exit from the blood, kinetics of blood biomarkers in the blood, and predictive capacity of the blood biomarkers after mTBI. Findings Although a disruption of the blood brain barrier has been demonstrated in mild and severe traumatic brain injury, biomarkers can enter the blood through pathways that do not require a breach in this barrier. A definitive accounting for the pathways that biomarkers follow from the brain to the blood after mTBI has not been performed. Although preliminary investigations of blood biomarkers kinetics after TBI are available, our current knowledge is incomplete and definitive studies are needed. Optimal sampling times for biomarkers after mTBI have not been established. Kinetic models of blood biomarkers can be informative, but more precise estimates of kinetic parameters are needed. Confounding factors for blood biomarker levels have been identified, but corrections for these factors are not routinely made. Little evidence has emerged to date to suggest that blood biomarker levels correlate with clinical measures of mTBI severity. The significance of elevated biomarker levels thirty or more days following mTBI is uncertain. Blood biomarkers have shown a modest but not definitive ability to distinguish concussed from non-concussed subjects, to detect sub-concussive hits to the head, and to predict recovery from mTBI. Blood biomarkers have performed best at distinguishing CT scan positive from CT scan negative subjects after mTBI.
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Affiliation(s)
- Daniel B Hier
- Department of Electrical and Computer Engineering, Missouri University of Science and Technology, Rolla, MO 65401, USA.
| | - Tayo Obafemi-Ajayi
- Cooperative Engineering Program, Missouri State University, Springfield, MO 65897, United States
| | - Matthew S Thimgan
- Department of Biological Sciences, Missouri University of Science and Technology, Rolla, MO 65409, United States
| | - Gayla R Olbricht
- Department of Mathematics and Statistics, Missouri University of Science and Technology, Rolla, MO 65409, United States
| | - Sima Azizi
- Department of Electrical and Computer Engineering, Missouri University of Science and Technology, Rolla, MO 65401, USA
| | - Blaine Allen
- Department of Electrical and Computer Engineering, Missouri University of Science and Technology, Rolla, MO 65401, USA
| | - Bassam A Hadi
- Department of Surgery, Mercy Hospital, St. Louis MO, Missouri, MO 63141, United States
| | - Donald C Wunsch
- Department of Electrical and Computer Engineering, Missouri University of Science and Technology, Rolla, MO 65401, USA.,National Science Foundation, ECCS Division, Virginia, 22314, USA
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83
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Symons GF, Clough M, Fielding J, O'Brien WT, Shepherd CE, Wright DK, Shultz SR. The Neurological Consequences of Engaging in Australian Collision Sports. J Neurotrauma 2021; 37:792-809. [PMID: 32056505 DOI: 10.1089/neu.2019.6884] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Collision sports are an integral part of Australian culture. The most common collision sports in Australia are Australian rules football, rugby union, and rugby league. Each of these sports often results in participants sustaining mild brain traumas, such as concussive and subconcussive injuries. However, the majority of previous studies and reviews pertaining to the neurological implications of sustaining mild brain traumas, while engaging in collision sports, have focused on those popular in North America and Europe. As part of this 2020 International Neurotrauma Symposium special issue, which highlights Australian neurotrauma research, this article will therefore review the burden of mild brain traumas in Australian collision sports athletes. Specifically, this review will first provide an overview of the consequences of mild brain trauma in Australian collision sports, followed by a summary of the previous studies that have investigated neurocognition, ocular motor function, neuroimaging, and fluid biomarkers, as well as neuropathological outcomes in Australian collision sports athletes. A review of the literature indicates that although Australians have contributed to the field, several knowledge gaps and limitations currently exist. These include important questions related to sex differences, the identification and implementation of blood and imaging biomarkers, the need for consistent study designs and common data elements, as well as more multi-modal studies. We conclude that although Australia has had an active history of investigating the neurological impact of collision sports participation, further research is clearly needed to better understand these consequences in Australian athletes and how they can be mitigated.
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Affiliation(s)
- Georgia F Symons
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Meaghan Clough
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Joanne Fielding
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - William T O'Brien
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Claire E Shepherd
- Neuroscience Research Australia, The University of New South Wales, Sydney, New South Wales, Australia
| | - David K Wright
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Sandy R Shultz
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia.,Department of Medicine, The University of Melbourne, Parkville, Victoria, Australia
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84
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Azizi S, Hier DB, Allen B, Obafemi-Ajayi T, Olbricht GR, Thimgan MS, Wunsch DC. A Kinetic Model for Blood Biomarker Levels After Mild Traumatic Brain Injury. Front Neurol 2021; 12:668606. [PMID: 34295300 PMCID: PMC8289906 DOI: 10.3389/fneur.2021.668606] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 06/09/2021] [Indexed: 01/23/2023] Open
Abstract
Traumatic brain injury (TBI) imposes a significant economic and social burden. The diagnosis and prognosis of mild TBI, also called concussion, is challenging. Concussions are common among contact sport athletes. After a blow to the head, it is often difficult to determine who has had a concussion, who should be withheld from play, if a concussed athlete is ready to return to the field, and which concussed athlete will develop a post-concussion syndrome. Biomarkers can be detected in the cerebrospinal fluid and blood after traumatic brain injury and their levels may have prognostic value. Despite significant investigation, questions remain as to the trajectories of blood biomarker levels over time after mild TBI. Modeling the kinetic behavior of these biomarkers could be informative. We propose a one-compartment kinetic model for S100B, UCH-L1, NF-L, GFAP, and tau biomarker levels after mild TBI based on accepted pharmacokinetic models for oral drug absorption. We approximated model parameters using previously published studies. Since parameter estimates were approximate, we did uncertainty and sensitivity analyses. Using estimated kinetic parameters for each biomarker, we applied the model to an available post-concussion biomarker dataset of UCH-L1, GFAP, tau, and NF-L biomarkers levels. We have demonstrated the feasibility of modeling blood biomarker levels after mild TBI with a one compartment kinetic model. More work is needed to better establish model parameters and to understand the implications of the model for diagnostic use of these blood biomarkers for mild TBI.
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Affiliation(s)
- Sima Azizi
- Applied Computational Intelligence Laboratory, Department of Electrical and Computer Engineering, Missouri University of Science and Technology, Rolla, MO, United States
| | - Daniel B Hier
- Applied Computational Intelligence Laboratory, Department of Electrical and Computer Engineering, Missouri University of Science and Technology, Rolla, MO, United States
| | - Blaine Allen
- Applied Computational Intelligence Laboratory, Department of Electrical and Computer Engineering, Missouri University of Science and Technology, Rolla, MO, United States
| | - Tayo Obafemi-Ajayi
- Engineering Program, Missouri State University, Springfield, MO, United States
| | - Gayla R Olbricht
- Department of Mathematics and Statistics, Missouri University of Science and Technology, Rolla, MO, United States
| | - Matthew S Thimgan
- Department of Biological Sciences, Missouri University of Science and Technology, Rolla, MO, United States
| | - Donald C Wunsch
- Applied Computational Intelligence Laboratory, Department of Electrical and Computer Engineering, Missouri University of Science and Technology, Rolla, MO, United States.,ECCS Division, National Science Foundation, Alexandria, VA, United States
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85
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Phillips W. Functional neurological disorders in personal injury. BMJ Neurol Open 2021; 3:e000100. [PMID: 34189462 PMCID: PMC8204167 DOI: 10.1136/bmjno-2020-000100] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Revised: 10/22/2020] [Accepted: 10/25/2020] [Indexed: 12/27/2022] Open
Affiliation(s)
- Wendy Phillips
- Neurology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
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Kaufman MW, Su CA, Trivedi NN, Lee MK, Nelson GB, Cupp SA, Voos JE. The Current Status of Concussion Assessment Scales: A Critical Analysis Review. JBJS Rev 2021; 9:01874474-202106000-00001. [PMID: 34101673 DOI: 10.2106/jbjs.rvw.20.00108] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
» Concussion is a complex pathophysiologic process that affects the brain; it is induced by biomechanical forces, with alteration in mental status with or without loss of consciousness. » Concussion assessment tools may be broadly categorized into (1) screening tests such as the SAC (Standardized Assessment of Concussion), the BESS (Balance Error Scoring System), and the King-Devick (KD) test; (2) confirmatory tests including the SCAT (Sport Concussion Assessment Tool), the ImPACT (Immediate Post-Concussion Assessment and Cognitive Testing), and the VOMS (Vestibular Oculomotor Screening); and (3) objective examinations such as brain network activation (BNA) analysis, imaging studies, and physiologic markers. » The KD, child SCAT3 (cSCAT3), child ImPACT (cImPACT), and VOMS tests may be used to evaluate for concussion in the pediatric athlete. » Future work with BNA, functional magnetic resonance imaging, diffusion tensor imaging, and serum biomarkers may provide more objective assessment of concussion, neurologic injury, and subsequent recovery.
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Affiliation(s)
| | - Charles A Su
- Departments of Orthopaedic Surgery (C.A.S., N.N.T., G.B.N., S.A.C., and J.E.V.) and Family Medicine (S.A.C.), University Hospitals Cleveland Medical Center, Cleveland, Ohio
| | - Nikunj N Trivedi
- Departments of Orthopaedic Surgery (C.A.S., N.N.T., G.B.N., S.A.C., and J.E.V.) and Family Medicine (S.A.C.), University Hospitals Cleveland Medical Center, Cleveland, Ohio
| | - Michelle K Lee
- Center for Neurological Restoration, Cleveland Clinic, Cleveland, Ohio
| | - Grant B Nelson
- Departments of Orthopaedic Surgery (C.A.S., N.N.T., G.B.N., S.A.C., and J.E.V.) and Family Medicine (S.A.C.), University Hospitals Cleveland Medical Center, Cleveland, Ohio
| | - Sean A Cupp
- Departments of Orthopaedic Surgery (C.A.S., N.N.T., G.B.N., S.A.C., and J.E.V.) and Family Medicine (S.A.C.), University Hospitals Cleveland Medical Center, Cleveland, Ohio
| | - James E Voos
- Departments of Orthopaedic Surgery (C.A.S., N.N.T., G.B.N., S.A.C., and J.E.V.) and Family Medicine (S.A.C.), University Hospitals Cleveland Medical Center, Cleveland, Ohio
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87
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Scrimgeour AG, Condlin ML, Loban A, DeMar JC. Omega-3 Fatty Acids and Vitamin D Decrease Plasma T-Tau, GFAP, and UCH-L1 in Experimental Traumatic Brain Injury. Front Nutr 2021; 8:685220. [PMID: 34150829 PMCID: PMC8211733 DOI: 10.3389/fnut.2021.685220] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Accepted: 05/10/2021] [Indexed: 12/20/2022] Open
Abstract
Traumatic brain injury (TBI) results in neuronal, axonal and glial damage. Interventions targeting neuroinflammation to enhance recovery from TBI are needed. Exercise is known to improve cognitive function in TBI patients. Omega-3 fatty acids and vitamin D reportedly reduce inflammation, and in combination, might improve TBI outcomes. This study examined how an anti-inflammatory diet affected plasma TBI biomarkers, voluntary exercise and behaviors following exposure to mild TBI (mTBI). Adult, male rats were individually housed in cages fitted with running wheels and daily running distance was recorded throughout the study. A modified weight drop method induced mTBI, and during 30 days post-injury, rats were fed diets supplemented with omega-3 fatty acids and vitamin D3 (AIDM diet), or non-supplemented AIN-76A diets (CON diet). Behavioral tests were periodically conducted to assess functional deficits. Plasma levels of Total tau (T-tau), glial fibrillary acidic protein (GFAP), ubiquitin c-terminal hydrolase L1 (UCH-L1) and neurofilament light chain (NF-L) were measured at 48 h, 14 days, and 30 days post-injury. Fatty acid composition of food, plasma, and brain tissues was determined. In rats exposed to mTBI, NF-L levels were significantly elevated at 48 h post-injury (P < 0.005), and decreased to levels seen in uninjured rats by 14 days post-injury. T-tau, GFAP, and UCH-L1 plasma levels did not change at 48 h or 14 days post-injury. However, at 30 days post-injury, T-tau, GFAP and UCH-L1 all significantly increased in rats exposed to mTBI and fed CON diets (P < 0.005), but not in rats fed AIDM diets. Behavioral tests conducted post-injury showed that exercise counteracted cognitive deficits associated with mTBI. The AIDM diets significantly increased docosahexaenoic acid levels in plasma and brain tissue (P < 0.05), and in serum levels of vitamin D (P < 0.05). The temporal response of the four injury biomarkers examined is consistent with studies by others demonstrating acute and chronic neural tissue damage following exposure to TBI. The anti-inflammatory diet significantly altered the temporal profiles of plasma T-tau, GFAP, and UCH-L1 following mTBI. Voluntary exercise protected against mTBI-induced cognitive deficits, but had no impact on plasma levels of neurotrauma biomarkers. Thus, the prophylactic effect of exercise, when combined with an anti-inflammatory diet, may facilitate recovery in patients with mTBI.
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Affiliation(s)
- Angus G Scrimgeour
- Military Nutrition Division, US Army Research Institute of Environmental Medicine, Natick, MA, United States
| | - Michelle L Condlin
- Military Nutrition Division, US Army Research Institute of Environmental Medicine, Natick, MA, United States
| | - Andrei Loban
- Military Nutrition Division, US Army Research Institute of Environmental Medicine, Natick, MA, United States
| | - James C DeMar
- Blast-Induced Neurotrauma Branch, Center for Military Psychiatry and Neuroscience Research, Walter Reed Army Institute of Research (WRAIR), Silver Spring, MD, United States
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88
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Karantali E, Kazis D, McKenna J, Chatzikonstantinou S, Petridis F, Mavroudis I. Neurofilament light chain in patients with a concussion or head impacts: a systematic review and meta-analysis. Eur J Trauma Emerg Surg 2021; 48:1555-1567. [PMID: 34003313 DOI: 10.1007/s00068-021-01693-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2021] [Accepted: 04/30/2021] [Indexed: 10/21/2022]
Abstract
PURPOSE Traumatic brain injury is one of the leading causes of disability worldwide. Mild traumatic brain injury (TBI) is the most common and benign form of TBI, usually referred to by the medical term "concussion". The purpose of our systematic review and meta-analysis was to explore the role of serum and CSF neurofilament light chain (NfL) as a potential biomarker in concussion. METHODS We systematically searched PubMed, Web of Science, and Cochrane databases using specific keywords. As the primary outcome, we assessed CSF or serum NfL levels in patients with concussion and head impacts versus controls. The role of NfL in patients with concussion and head impacts compared to healthy controls was also assessed, as well as in sports-related and military-related conditions. RESULTS From the initial 617 identified studies, we included 24 studies in our qualitative analysis and 14 studies in our meta-analysis. We found a statistically significant increase of serum NfL in patients suffering from a concussion or head impacts compared to controls (p = 0.0023), highlighting its potential role as a biomarker. From our sub-group analyses, sports-related concussion and mild TBI were mostly correlated with increased serum NfL values. Compared to controls, sports-related concussion was significantly associated with higher NfL levels (p = 0.0015), while no association was noted in patients suffering from head impacts or military-related TBI. CONCLUSION Serum NfL levels are higher in all patients suffering from concussion compared to healthy controls. The sports-related concussion was specifically associated with higher levels of NfL. Further studies exploring the use of NfL as a diagnostic and prognostic biomarker in mild TBI and head impacts are needed.
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Affiliation(s)
- Eleni Karantali
- Third Neurological Department, Aristotle University of Thessaloniki, Thessaloniki, Greece.
| | - Dimitrios Kazis
- Third Neurological Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Jack McKenna
- Department of Neurosciences, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | | | - Fivos Petridis
- Third Neurological Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Ioannis Mavroudis
- Department of Neurosciences, Leeds Teaching Hospitals NHS Trust, Leeds, UK
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89
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Development of a novel, sensitive translational immunoassay to detect plasma glial fibrillary acidic protein (GFAP) after murine traumatic brain injury. ALZHEIMERS RESEARCH & THERAPY 2021; 13:58. [PMID: 33678186 PMCID: PMC7938597 DOI: 10.1186/s13195-021-00793-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 02/17/2021] [Indexed: 12/21/2022]
Abstract
Background Glial fibrillary acidic protein (GFAP) has emerged as a promising fluid biomarker for several neurological indications including traumatic brain injury (TBI), a leading cause of death and disability worldwide. In humans, serum or plasma GFAP levels can predict brain abnormalities including hemorrhage on computed tomography (CT) scans and magnetic resonance imaging (MRI). However, assays to quantify plasma or serum GFAP in preclinical models are not yet available. Methods We developed and validated a novel sensitive GFAP immunoassay assay for mouse plasma on the Meso Scale Discovery immunoassay platform and validated assay performance for robustness, precision, limits of quantification, dilutional linearity, parallelism, recovery, stability, selectivity, and pre-analytical factors. To provide proof-of-concept data for this assay as a translational research tool for TBI and Alzheimer’s disease (AD), plasma GFAP was measured in mice exposed to TBI using the Closed Head Impact Model of Engineered Rotational Acceleration (CHIMERA) model and in APP/PS1 mice with normal or reduced levels of plasma high-density lipoprotein (HDL). Results We performed a partial validation of our novel assay and found its performance by the parameters studied was similar to assays used to quantify human GFAP in clinical neurotrauma blood specimens and to assays used to measure murine GFAP in tissues. Specifically, we demonstrated an intra-assay CV of 5.0%, an inter-assay CV of 7.2%, a lower limit of detection (LLOD) of 9.0 pg/mL, a lower limit of quantification (LLOQ) of 24.8 pg/mL, an upper limit of quantification (ULOQ) of at least 16,533.9 pg/mL, dilution linearity of calibrators from 20 to 200,000 pg/mL with 90–123% recovery, dilution linearity of plasma specimens up to 32-fold with 96–112% recovery, spike recovery of 67–100%, and excellent analyte stability in specimens exposed to up to 7 freeze-thaw cycles, 168 h at 4 °C, 24 h at room temperature (RT), or 30 days at − 20 °C. We also observed elevated plasma GFAP in mice 6 h after TBI and in aged APP/PS1 mice with plasma HDL deficiency. This assay also detects GFAP in serum. Conclusions This novel assay is a valuable translational tool that may help to provide insights into the mechanistic pathophysiology of TBI and AD. Supplementary Information The online version contains supplementary material available at 10.1186/s13195-021-00793-9.
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90
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Verduyn C, Bjerke M, Duerinck J, Engelborghs S, Peers K, Versijpt J, D'haeseleer M. CSF and Blood Neurofilament Levels in Athletes Participating in Physical Contact Sports: A Systematic Review. Neurology 2021; 96:705-715. [PMID: 33637627 DOI: 10.1212/wnl.0000000000011750] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Accepted: 01/15/2021] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVE To evaluate whether participating in physical contact sports is associated with a release of neurofilaments and whether such release is related to future clinical neurologic and/or psychiatric impairment. METHODS We performed a systematic review of the PubMed, MEDLINE, and Cochrane Library databases using a combination of the search terms neurofilament(s)/intermediate filament and sport(s)/athletes. Original studies, written in English, reporting on neurofilaments in CSF and/or serum/plasma of contact sport athletes were included. This review was conducted following the Preferred Reporting Items for Systematic Review and Analyses guidelines. RESULTS Eighteen studies in 8 different contact sports (i.e., boxing, American football, ice hockey, soccer, mixed martial arts, lacrosse, rugby, and wrestling) matched our criteria. Elevated light chain neurofilament (NfL) levels were described in 13/18 cohorts. Most compelling evidence was present in boxing and American football, where exposure-related increases were appreciable at the intraindividual level (up to 4.1- and 2.0-fold, respectively) in well-defined groups. Differences in exposure severity (including previous cumulative effects), sampling/measurement time points (with regard to expected peak values), and definitions of the baseline setting are considered as main contributors to the variability in findings. No studies were encountered that have investigated the relationship with the targeted clinical end points; therefore no NfL cutoffs exist that are associated with a poor outcome. CONCLUSION NfL release can be seen, as a potential marker of neuronal brain damage, in participants of physical contact sports, particularly boxing and American football. The exact significance regarding the risk for future clinical impairment remains to be elucidated.
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Affiliation(s)
- Carl Verduyn
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium.
| | - Maria Bjerke
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium
| | - Johnny Duerinck
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium
| | - Sebastiaan Engelborghs
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium
| | - Koenraad Peers
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium
| | - Jan Versijpt
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium
| | - Miguel D'haeseleer
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium
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91
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Giza CC, McCrea M, Huber D, Cameron KL, Houston MN, Jackson JC, McGinty G, Pasquina P, Broglio SP, Brooks A, DiFiori J, Duma S, Harezlak J, Goldman J, Guskiewicz K, McAllister TW, McArthur D, Meier TB, Mihalik JP, Nelson LD, Rowson S, Gill J. Assessment of Blood Biomarker Profile After Acute Concussion During Combative Training Among US Military Cadets: A Prospective Study From the NCAA and US Department of Defense CARE Consortium. JAMA Netw Open 2021; 4:e2037731. [PMID: 33616662 PMCID: PMC7900866 DOI: 10.1001/jamanetworkopen.2020.37731] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
IMPORTANCE Validation of protein biomarkers for concussion diagnosis and management in military combative training is important, as these injuries occur outside of traditional health care settings and are generally difficult to diagnose. OBJECTIVE To investigate acute blood protein levels in military cadets after combative training-associated concussions. DESIGN, SETTING, AND PARTICIPANTS This multicenter prospective case-control study was part of a larger cohort study conducted by the National Collegiate Athletic Association and the US Department of Defense Concussion Assessment Research and Education (CARE) Consortium from February 20, 2015, to May 31, 2018. The study was performed among cadets from 2 CARE Consortium Advanced Research Core sites: the US Military Academy at West Point and the US Air Force Academy. Cadets who incurred concussions during combative training (concussion group) were compared with cadets who participated in the same combative training exercises but did not incur concussions (contact-control group). Clinical measures and blood sample collection occurred at baseline, the acute postinjury point (<6 hours), the 24- to 48-hour postinjury point, the asymptomatic postinjury point (defined as the point at which the cadet reported being asymptomatic and began the return-to-activity protocol), and 7 days after return to activity. Biomarker levels and estimated mean differences in biomarker levels were natural log (ln) transformed to decrease the skewness of their distributions. Data were collected from August 1, 2016, to May 31, 2018, and analyses were conducted from March 1, 2019, to January 14, 2020. EXPOSURE Concussion incurred during combative training. MAIN OUTCOMES AND MEASURES Proteins examined included glial fibrillary acidic protein, ubiquitin C-terminal hydrolase-L1, neurofilament light chain, and tau. Quantification was conducted using a multiplex assay (Simoa; Quanterix Corp). Clinical measures included the Sport Concussion Assessment Tool-Third Edition symptom severity evaluation, the Standardized Assessment of Concussion, the Balance Error Scoring System, and the 18-item Brief Symptom Inventory. RESULTS Among 103 military service academy cadets, 67 cadets incurred concussions during combative training, and 36 matched cadets who engaged in the same training exercises did not incur concussions. The mean (SD) age of cadets in the concussion group was 18.6 (1.3) years, and 40 cadets (59.7%) were male. The mean (SD) age of matched cadets in the contact-control group was 19.5 (1.3) years, and 25 cadets (69.4%) were male. Compared with cadets in the contact-control group, those in the concussion group had significant increases in glial fibrillary acidic protein (mean difference in ln values, 0.34; 95% CI, 0.18-0.50; P < .001) and ubiquitin C-terminal hydrolase-L1 (mean difference in ln values, 0.97; 95% CI, 0.44-1.50; P < .001) levels at the acute postinjury point. The glial fibrillary acidic protein level remained high in the concussion group compared with the contact-control group at the 24- to 48-hour postinjury point (mean difference in ln values, 0.22; 95% CI, 0.06-0.38; P = .007) and the asymptomatic postinjury point (mean difference in ln values, 0.21; 95% CI, 0.05-0.36; P = .01). The area under the curve for all biomarkers combined, which was used to differentiate cadets in the concussion and contact-control groups, was 0.80 (95% CI, 0.68-0.93; P < .001) at the acute postinjury point. CONCLUSIONS AND RELEVANCE This study's findings indicate that blood biomarkers have potential for use as research tools to better understand the pathobiological changes associated with concussion and to assist with injury identification and recovery from combative training-associated concussions among military service academy cadets. These results extend the previous findings of studies of collegiate athletes with sport-associated concussions.
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Affiliation(s)
- Christopher C. Giza
- Department of Neurosurgery, UCLA Steve Tisch BrainSPORT Program, University of California, Los Angeles, Los Angeles
- Department of Pediatrics, UCLA Steve Tisch BrainSPORT Program, University of California, Los Angeles, Los Angeles
| | - Michael McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee
| | - Daniel Huber
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee
| | - Kenneth L. Cameron
- John A. Feagin Sports Medicine Fellowship, Keller Army Community Hospital, West Point, New York
- Department of Physical Medicine and Rehabilitation, Uniformed Services University, Bethesda, Maryland
| | - Megan N. Houston
- John A. Feagin Sports Medicine Fellowship, Keller Army Community Hospital, West Point, New York
| | | | | | - Paul Pasquina
- Department of Physical Medicine and Rehabilitation, Uniformed Services University, Bethesda, Maryland
| | | | - Alison Brooks
- Department of Orthopedics and Rehabilitation, School of Medicine and Public Health, University of Wisconsin, Madison
| | - John DiFiori
- Hospital for Special Surgery, New York, New York
| | - Stefan Duma
- Department of Biomedical Engineering, Virginia Tech, Blacksburg
| | - Jaroslaw Harezlak
- Department of Epidemiology and Biostatistics School of Public Health-Bloomington, Indiana University, Bloomington
| | - Joshua Goldman
- Department of Family Medicine, UCLA Steve Tisch BrainSPORT Program, University of California, Los Angeles, Los Angeles
| | - Kevin Guskiewicz
- Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill
| | | | - David McArthur
- Department of Neurosurgery, UCLA Steve Tisch BrainSPORT Program, University of California, Los Angeles, Los Angeles
| | - Timothy B. Meier
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee
| | - Jason P. Mihalik
- Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill
| | | | - Steven Rowson
- Department of Biomedical Engineering, Virginia Tech, Blacksburg
| | - Jessica Gill
- National Institute of Nursing Research, National Institutes of Health, Bethesda, Maryland
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92
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McDonald SJ, O'Brien WT, Symons GF, Chen Z, Bain J, Major BP, Costello D, Yamakawa G, Sun M, Brady RD, Mitra B, Mychasiuk R, O'Brien TJ, Shultz SR. Prolonged elevation of serum neurofilament light after concussion in male Australian football players. Biomark Res 2021; 9:4. [PMID: 33422120 PMCID: PMC7797141 DOI: 10.1186/s40364-020-00256-7] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Accepted: 12/21/2020] [Indexed: 12/19/2022] Open
Abstract
Background Biomarkers that can objectively guide the diagnosis of sports-related concussion, and consequent return-to-play decisions, are urgently needed. In this study, we aimed to determine the temporal profile and diagnostic ability of serum levels of neurofilament light (NfL), ubiquitin carboxy-terminal hydrolase L1 (UCHL1), glial fibrillary acidic protein (GFAP), and tau in concussed male and female Australian footballers. Methods Blood was collected from 28 Australian rules footballers (20 males, 8 females) at 2-, 6-, and 13-days after a diagnosed concussion for comparison to their levels at baseline (i.e. pre-season), and with 27 control players (19 males, 8 females) without a diagnosis of concussion. Serum concentrations of protein markers associated with damage to neurons (UCHL1), axons (NfL, tau), and astrocytes (GFAP) were quantified using a Simoa HD-X Analyzer. Biomarker levels for concussed players were compared over time and between sex using generalised linear mixed effect models, and diagnostic performance was assessed using area under the receiver operating characteristic curve (AUROC) analysis. Results Serum NfL was increased from baseline in male footballers at 6- and 13-days post-concussion. GFAP and tau were increased in male footballers with concussion at 2- and 13-days respectively. NfL concentrations discriminated between concussed and non-concussed male footballers at all time-points (AUROC: 2d = 0.73, 6d = 0.85, 13d = 0.79), with tau also demonstrating utility at 13d (AUROC = 0.72). No biomarker differences were observed in female footballers after concussion. Conclusions Serum NfL may be a useful biomarker for the acute and sub-acute diagnosis of concussion in males, and could inform neurobiological recovery and return-to-play decisions. Future adequately powered studies are still needed to investigate biomarker changes in concussed females. Supplementary Information The online version contains supplementary material available at 10.1186/s40364-020-00256-7.
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Affiliation(s)
- Stuart J McDonald
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia. .,Department of Physiology, Anatomy, and Microbiology, La Trobe University, Melbourne, VIC, Australia.
| | - William T O'Brien
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Georgia F Symons
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Zhibin Chen
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia.,Clinical Epidemiology, Monash University, Melbourne, VIC, Australia.,Department of Medicine, The University of Melbourne, Parkville, VIC, Australia
| | - Jesse Bain
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Brendan P Major
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Daniel Costello
- Department of Medicine, The University of Melbourne, Parkville, VIC, Australia
| | - Glenn Yamakawa
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Mujun Sun
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Rhys D Brady
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia.,Department of Medicine, The University of Melbourne, Parkville, VIC, Australia
| | - Biswadev Mitra
- National Trauma Research Institute, Melbourne, VIC, Australia.,Emergency and Trauma Centre, The Alfred Hospital, Melbourne, VIC, Australia.,Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Richelle Mychasiuk
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Terence J O'Brien
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia.,Department of Medicine, The University of Melbourne, Parkville, VIC, Australia
| | - Sandy R Shultz
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia.,Department of Medicine, The University of Melbourne, Parkville, VIC, Australia
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93
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Miller MR, Robinson M, Bartha R, Charyk Stewart T, Fischer L, Dekaban GA, Menon RS, Shoemaker JK, Fraser DD. Concussion Acutely Decreases Plasma Glycerophospholipids in Adolescent Male Athletes. J Neurotrauma 2021; 38:1608-1614. [PMID: 33176582 DOI: 10.1089/neu.2020.7125] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Concussions are frequent in sports and can contribute to significant and long-lasting neurological disability. Adolescents are particularly susceptible to concussions, with accurate determination of the injury challenging. Our previous study demonstrated that concussion diagnoses could be aided by metabolomics profiling and machine learning, with particular weighting on changes in plasma glycerophospholipids (PCs). Here, our aim was to report directional change of PCs after concussion and develop a diagnostic concussion panel utilizing a minimum number of plasma PCs. To this end, we enrolled 12 concussed male athletes at our academic Sport Medicine Concussion Clinic, as well as 17 sex-, age-, and activity-matched healthy controls. Blood was drawn and 71 plasma PCs were measured for statistically significant changes within 72 h of injury, and individual PCs were further analyzed with receiver operating characteristic (ROC) curves. Our data demonstrated that 26 of 71 PCs measured were significantly decreased after sports-related concussion (p < 0.01). None of the PCs increased in plasma after concussion. ROC curve analyses identified the top four PCs with areas under the curve (AUCs) ≥0.86 for concussion diagnosis: PCaeC36:0 (0.92; p < 0.001); PCaaC42:6 (0.90; p < 0.001); PCaeC36:2 (0.86; p = 0.001), and PCaaC32:0 (0.86; p = 0.001). Cut-off values in μM were ≤0.31, 0.22, 5.07, and 4.63, respectively. Importantly, combining these four PCs produced an AUC of 0.96 for concussion diagnoses (p < 0.001; 95% confidence interval, 0.89, 1.00). Our data suggest that as few as four circulating PCs may provide excellent diagnostic potential for adolescent concussion. External validation is required in larger cohorts.
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Affiliation(s)
- Michael R Miller
- Pediatrics, Western University, London, Ontario, Canada.,Children's Health Research Institute, London, Ontario, Canada
| | | | - Robert Bartha
- Medical Biophysics, Western University, London, Ontario, Canada.,Robarts Research Institute, London, Ontario, Canada
| | | | - Lisa Fischer
- Family Medicine, Western University, London, Ontario, Canada
| | - Gregory A Dekaban
- Microbiology and Immunology, Western University, London, Ontario, Canada.,Robarts Research Institute, London, Ontario, Canada
| | - Ravi S Menon
- Medical Biophysics, Western University, London, Ontario, Canada.,Robarts Research Institute, London, Ontario, Canada
| | | | - Douglas D Fraser
- Pediatrics, Western University, London, Ontario, Canada.,Physiology and Pharmacology, Western University, London, Ontario, Canada.,Clinical Neurological Sciences, Western University, London, Ontario, Canada.,Children's Health Research Institute, London, Ontario, Canada.,Neurolytixs, Inc., Toronto, Ontario, Canada
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94
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Mechanical threshold for concussion based on computation of axonal strain using a finite element rat brain model. BRAIN MULTIPHYSICS 2021. [DOI: 10.1016/j.brain.2021.100032] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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95
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Whitehouse DP, Kelleher‐Unger IR, Newcombe VFJ. Head injury and concussion in cricket: Incidence, current guidance, and implications of sports concussion literature. TRANSLATIONAL SPORTS MEDICINE 2020. [DOI: 10.1002/tsm2.222] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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96
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Nass RD, Akgün K, Elger C, Reichmann H, Wagner M, Surges R, Ziemssen T. Serum biomarkers of cerebral cellular stress after self-limiting tonic clonic seizures: An exploratory study. Seizure 2020; 85:1-5. [PMID: 33360039 DOI: 10.1016/j.seizure.2020.12.009] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 11/02/2020] [Accepted: 12/08/2020] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVE It has been debated for decades whether single, self-limited seizures damage cerebral cells. Meanwhile, very sensitive measurements of biomarkers have become available, i.e. tau, neurofilament protein light (NFL), glial fibrillary acidic protein (GFAP) and ubiquitin carboxyterminate hydrolase L1 (UCHL-1), which we explored in this study. METHODS Adult patients of the epilepsy monitoring unit were admitted to the study after written consent. Blood samples were drawn at baseline, immediately after a TCS and after two, six and 24 h. The markers were measured from frozen samples with a single-molecule array (SIMOA). RESULTS 20 patients and 20 seizures were included. All markers showed subtle but significant postictal increases and returned to normal within the next few hours (p < 0.05). An increase of at least 100 % from baseline was noted in 30 % of patients for tau, 25 % for UCHL-1 and 15 % for GFAP, while NFL levels never increased above 100 %. Lactate was slightly correlated with the tau increase (r = 0.47, p = 0.037), leukocytes were correlated with postictal changes of GFAP (r = 0.68 p = 0.001). CONCLUSION Our data supports the assumption that significant cerebral stress occurs in some but not all self-limited TCS. The postictal inflammatory response in particular seems to play an important role.
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Affiliation(s)
| | - Katja Akgün
- Center of Clinical Neuroscience, Department of Neurology, Carl Gustav Carus University Hospital, Dresden, Germany
| | - Christian Elger
- Department of Epileptology, University Hospital Bonn, Bonn, Germany
| | - Heinz Reichmann
- Center of Clinical Neuroscience, Department of Neurology, Carl Gustav Carus University Hospital, Dresden, Germany
| | - Marcus Wagner
- Institute of Clinical Chemistry and Clinical Pharmacology, University Hospital Bonn, Bonn, Germany
| | - Rainer Surges
- Department of Epileptology, University Hospital Bonn, Bonn, Germany
| | - Tjalf Ziemssen
- Center of Clinical Neuroscience, Department of Neurology, Carl Gustav Carus University Hospital, Dresden, Germany
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98
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Houston MN, O'Donovan KJ, Trump JR, Brodeur RM, McGinty GT, Wickiser JK, D'Lauro CJ, Jackson JC, Svoboda SJ, Susmarski AJ, Broglio SP, McAllister TW, McCrea MA, Pasquina P, Cameron KL. Progress and Future Directions of the NCAA-DoD Concussion Assessment, Research, and Education (CARE) Consortium and Mind Matters Challenge at the US Service Academies. Front Neurol 2020; 11:542733. [PMID: 33101171 PMCID: PMC7546354 DOI: 10.3389/fneur.2020.542733] [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] [Received: 03/13/2020] [Accepted: 08/13/2020] [Indexed: 02/02/2023] Open
Abstract
Despite the significant impact that concussion has on military service members, significant gaps remain in our understanding of the optimal diagnostic, management, and return to activity/duty criteria to mitigate the consequences of concussion. In response to these significant knowledge gaps, the US Department of Defense (DoD) and the National Collegiate Athletic Association (NCAA) partnered to form the NCAA-DoD Grand Alliance in 2014. The NCAA-DoD CARE Consortium was established with the aim of creating a national multisite research network to study the clinical and neurobiological natural history of concussion in NCAA athletes and military Service Academy cadets and midshipmen. In addition to the data collected for the larger CARE Consortium effort, the service academies have pursued military-specific lines of research relevant to operational and medical readiness associated with concussion. The purpose of this article is to describe the structure of the NCAA-DoD Grand Alliance efforts at the service academies, as well as discuss military-specific research objectives and provide an overview of progress to date. A secondary objective is to discuss the challenges associated with conducting large-scale studies in the Service Academy environment and highlight future directions for concussion research endeavors across the CARE Service Academy sites.
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Affiliation(s)
- Megan N Houston
- Department of Orthopaedic Research, John A. Feagin Jr. Sports Medicine Fellowship, Keller Army Community Hospital, West Point, NY, United States
| | - Kevin J O'Donovan
- Department of Chemistry and Life Sciences, United States Military Academy, West Point, NY, United States
| | - Jesse R Trump
- Department of Orthopaedic Research, John A. Feagin Jr. Sports Medicine Fellowship, Keller Army Community Hospital, West Point, NY, United States
| | - Rachel M Brodeur
- United States Coast Guard Academy, New London, CT, United States
| | - Gerald T McGinty
- United States Air Force Academy, Colorado Springs, CO, United States
| | - J Kenneth Wickiser
- Department of Chemistry and Life Sciences, United States Military Academy, West Point, NY, United States
| | | | | | | | | | - Steven P Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, United States
| | - Thomas W McAllister
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Michael A McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Paul Pasquina
- Department of Physical Medicine and Rehabilitation, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Kenneth L Cameron
- Department of Orthopaedic Research, John A. Feagin Jr. Sports Medicine Fellowship, Keller Army Community Hospital, West Point, NY, United States.,Department of Physical Medicine and Rehabilitation, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
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99
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Major BP, McDonald SJ, O'Brien WT, Symons GF, Clough M, Costello D, Sun M, Brady RD, Mccullough J, Aniceto R, Lin IH, Law M, Mychasiuk R, O'Brien TJ, Agoston DV, Shultz SR. Serum Protein Biomarker Findings Reflective of Oxidative Stress and Vascular Abnormalities in Male, but Not Female, Collision Sport Athletes. Front Neurol 2020; 11:549624. [PMID: 33117257 PMCID: PMC7561422 DOI: 10.3389/fneur.2020.549624] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 08/28/2020] [Indexed: 12/21/2022] Open
Abstract
Studies have indicated that concussive and sub-concussive brain injuries that are frequent during collision sports may lead to long-term neurological abnormalities, however there is a knowledge gap on how biological sex modifies outcomes. Blood-based biomarkers can help to identify the molecular pathology induced by brain injuries and to better understand how biological sex affects the molecular changes. We therefore analyzed serum protein biomarkers in male (n = 50) and female (n = 33) amateur Australian rules footballers (i.e., Australia's most participated collision sport), both with a history of concussion (HoC) and without a history of concussion (NoHoC). These profiles were compared to those of age-matched control male (n = 24) and female (n = 20) athletes with no history of neurotrauma or participation in collision sports. Serum levels of protein markers indicative of neuronal, axonal and glial injury (UCH-L1, NfL, tau, p-tau, GFAP, BLBP, PEA15), metabolic (4-HNE) and vascular changes (VEGF-A, vWF, CLDN5), and inflammation (HMGB1) were assessed using reverse phase protein microarrays. Male, but not female, footballers had increased serum levels of VEGF-A compared to controls regardless of concussion history. In addition, only male footballers who had HoC had increased serum levels of 4-HNE. These findings being restricted to males may be related to shorter collision sport career lengths for females compared to males. In summary, these findings show that male Australian rules footballers have elevated levels of serum biomarkers indicative of vascular abnormalities (VEGF-A) and oxidative stress (4-HNE) in comparison to non-collision control athletes. While future studies are required to determine how these findings relate to neurological function, serum levels of VEGF-A and 4-HNE may be useful to monitor subclinical neurological injury in males participating in collision sports.
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Affiliation(s)
- Brendan P Major
- Department of Neuroscience, Monash University, Melbourne, VIC, Australia
| | - Stuart J McDonald
- Department of Neuroscience, Monash University, Melbourne, VIC, Australia.,Department of Physiology, Anatomy, and Microbiology, La Trobe University, Melbourne, VIC, Australia
| | - William T O'Brien
- Department of Neuroscience, Monash University, Melbourne, VIC, Australia
| | - Georgia F Symons
- Department of Neuroscience, Monash University, Melbourne, VIC, Australia
| | - Meaghan Clough
- Department of Neuroscience, Monash University, Melbourne, VIC, Australia
| | - Daniel Costello
- Department of Medicine, The University of Melbourne, Parkville, VIC, Australia
| | - Mujun Sun
- Department of Neuroscience, Monash University, Melbourne, VIC, Australia
| | - Rhys D Brady
- Department of Neuroscience, Monash University, Melbourne, VIC, Australia
| | - Jesse Mccullough
- Department of Anatomy, Physiology, and Genetics, Uniformed Services University, Bethesda, MD, United States
| | - Roxanne Aniceto
- Department of Anatomy, Physiology, and Genetics, Uniformed Services University, Bethesda, MD, United States
| | - I-Hsuan Lin
- Department of Anatomy, Physiology, and Genetics, Uniformed Services University, Bethesda, MD, United States
| | - Meng Law
- Department of Neuroscience, Monash University, Melbourne, VIC, Australia.,Department of Electrical and Computer Systems Engineering, Monash University, Melbourne, VIC, Australia.,Departments of Neurological Surgery and Biomedical Engineering, University of Southern California, Los Angeles, CA, United States
| | - Richelle Mychasiuk
- Department of Neuroscience, Monash University, Melbourne, VIC, Australia
| | - Terence J O'Brien
- Department of Neuroscience, Monash University, Melbourne, VIC, Australia.,Department of Medicine, The University of Melbourne, Parkville, VIC, Australia
| | - Denes V Agoston
- Department of Anatomy, Physiology, and Genetics, Uniformed Services University, Bethesda, MD, United States
| | - Sandy R Shultz
- Department of Neuroscience, Monash University, Melbourne, VIC, Australia.,Department of Medicine, The University of Melbourne, Parkville, VIC, Australia
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100
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The Association of Saliva Cytokines and Pediatric Sports-Related Concussion Outcomes. J Head Trauma Rehabil 2020; 35:354-362. [PMID: 32881769 DOI: 10.1097/htr.0000000000000605] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
OBJECTIVES This study aimed to explore cytokine alterations following pediatric sports-related concussion (SRC) and whether a specific cytokine profile could predict symptom burden and time to return to sports (RTS). SETTING Sports Medicine Clinic. PARTICIPANTS Youth ice hockey participants (aged 12-17 years) were recruited prior to the 2013-2016 hockey season. DESIGN Prospective exploratory cohort study. MAIN MEASURE Following SRC, saliva samples were collected and a Sport Concussion Assessment Tool version 3 (SCAT3) was administered within 72 hours of injury and analyzed for cytokines. Additive regression of decision stumps was used to model symptom burden and length to RTS based on cytokine and clinical features. RRelieFF feature selection was used to determine the predictive value of each cytokine and clinical feature, as well as to identify the optimal cytokine profile for the symptom burden and RTS. RESULTS Thirty-six participants provided samples post-SRC (81% male; age 14.4 ± 1.3 years). Of these, 10 features, sex, number of previous concussions, and 8 cytokines, were identified to lead to the best prediction of symptom severity (r = 0.505, P = .002), while 12 cytokines, age, and history of previous concussions predicted the number of symptoms best (r = 0.637, P < .001). The prediction of RTS led to the worst results, requiring 21 cytokines, age, sex, and number of previous concussions as features (r = -0.320, P = .076). CONCLUSIONS In pediatric ice hockey participants following SRC, there is evidence of saliva cytokine profiles that are associated with increased symptom burden. However, further studies are needed.
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