1
|
Bertò G, Rooks LT, Broglio SP, McAllister TA, McCrea MA, Pasquina PF, Giza C, Brooks A, Mihalik J, Guskiewicz K, Goldman J, Duma S, Rowson S, Port NL, Pestilli F. Diffusion tensor analysis of white matter tracts is prognostic of persisting post-concussion symptoms in collegiate athletes. Neuroimage Clin 2024; 43:103646. [PMID: 39106542 PMCID: PMC11347060 DOI: 10.1016/j.nicl.2024.103646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 06/15/2024] [Accepted: 07/19/2024] [Indexed: 08/09/2024]
Abstract
BACKGROUND AND OBJECTIVES After a concussion diagnosis, the most important issue for patients and loved ones is how long it will take them to recover. The main objective of this study is to develop a prognostic model of concussion recovery. This model would benefit many patients worldwide, allowing for early treatment intervention. METHODS The Concussion Assessment, Research and Education (CARE) consortium study enrolled collegiate athletes from 30 sites (NCAA athletic departments and US Department of Defense service academies), 4 of which participated in the Advanced Research Core, which included diffusion-weighted MRI (dMRI) data collection. We analyzed the dMRI data of 51 injuries of concussed athletes scanned within 48 h of injury. All athletes were cleared to return-to-play by the local medical staff following a standardized, graduated protocol. The primary outcome measure is days to clearance of unrestricted return-to-play. Injuries were divided into early (return-to-play < 28 days) and late (return-to-play >= 28 days) recovery based on the return-to-play clinical records. The late recovery group meets the standard definition of Persisting Post-Concussion Symptoms (PPCS). Data were processed using automated, state-of-the-art, rigorous methods for reproducible data processing using brainlife.io. All processed data derivatives are made available at https://brainlife.io/project/63b2ecb0daffe2c2407ee3c5/dataset. The microstructural properties of 47 major white matter tracts, 5 callosal, 15 subcortical, and 148 cortical structures were mapped. Fractional Anisotropy (FA) and Mean Diffusivity (MD) were estimated for each tract and structure. Correlation analysis and Receiver Operator Characteristic (ROC) analysis were then performed to assess the association between the microstructural properties and return-to-play. Finally, a Logistic Regression binary classifier (LR-BC) was used to classify the injuries between the two recovery groups. RESULTS The mean FA across all white matter volume was negatively correlated with return-to-play (r = -0.38, p = 0.00001). No significant association between mean MD and return-to-play was found, neither for FA nor MD for any other structure. The mean FA of 47 white matter tracts was negatively correlated with return-to-play (rμ = -0.27; rσ = 0.08; rmin = -0.1; rmax = -0.43). Across all tracts, a large mean ROC Area Under the Curve (AUCFA) of 0.71 ± 0.09 SD was found. The top classification performance of the LR-BC was AUC = 0.90 obtained using the 16 statistically significant white matter tracts. DISCUSSION Utilizing a free, open-source, and automated cloud-based neuroimaging pipeline and app (https://brainlife.io/docs/tutorial/using-clairvoy/), a prognostic model has been developed, which predicts athletes at risk for slow recovery (PPCS) with an AUC=0.90, balanced accuracy = 0.89, sensitivity = 1.0, and specificity = 0.79. The small number of participants in this study (51 injuries) is a significant limitation and supports the need for future large concussion dMRI studies and focused on recovery.
Collapse
Affiliation(s)
- Giulia Bertò
- Department of Psychology and Department of Neuroscience, Center for Perceptual Systems, Center for Learning and Memory, The University of Texas at Austin, Austin, TX, USA
| | - Lauren T Rooks
- Indiana University School of Optometry and Program in Neuroscience, Indiana University, Bloomington IN, USA
| | - Steven P Broglio
- Michigan Concussion Center, University of Michigan, Ann Arbor, MI, USA
| | | | - Michael A McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Paul F Pasquina
- Department of Physical Medicine and Rehabilitation at the Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Christopher Giza
- Pediatric Neurology, University of California, Los Angeles, CA, USA
| | - Alison Brooks
- Department of Orthopaedics and Rehabilitation, University of Wisconsin Madison, Madison WI, USA
| | - Jason Mihalik
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kevin Guskiewicz
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Josh Goldman
- Family Medicine & Sports Medicine, UCLA Medical School, Los Angeles, CA, USA
| | - Stefan Duma
- Departmentl of Biomedical Engineering & Mechanics, Virginia Tech, Blacksburg, VA, USA
| | - Steven Rowson
- Departmentl of Biomedical Engineering & Mechanics, Virginia Tech, Blacksburg, VA, USA
| | - Nicholas L Port
- Indiana University School of Optometry and Program in Neuroscience, Indiana University, Bloomington IN, USA.
| | - Franco Pestilli
- Department of Psychology and Department of Neuroscience, Center for Perceptual Systems, Center for Learning and Memory, The University of Texas at Austin, Austin, TX, USA.
| |
Collapse
|
2
|
Newsome MR, Martindale SL, Davenport N, Dennis EL, Diaz M, Esopenko C, Hodges C, Jackson GR, Liu Q, Kenney K, Mayer AR, Rowland JA, Scheibel RS, Steinberg JL, Taylor BA, Tate DF, Werner JK, Walker WC, Wilde EA. Subcortical functional connectivity and its association with walking performance following deployment related mild TBI. Front Neurol 2023; 14:1276437. [PMID: 38156092 PMCID: PMC10752967 DOI: 10.3389/fneur.2023.1276437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 09/18/2023] [Indexed: 12/30/2023] Open
Abstract
Introduction The relation between traumatic brain injury (TBI), its acute and chronic symptoms, and the potential for remote neurodegenerative disease is a priority for military research. Structural and functional connectivity (FC) of the basal ganglia, involved in motor tasks such as walking, are altered in some samples of Service Members and Veterans with TBI, but any behavioral implications are unclear and could further depend on the context in which the TBI occurred. Methods In this study, FC from caudate and pallidum seeds was measured in Service Members and Veterans with a history of mild TBI that occurred during combat deployment, Service Members and Veterans whose mild TBI occurred outside of deployment, and Service Members and Veterans who had no lifetime history of TBI. Results FC patterns differed for the two contextual types of mild TBI. Service Members and Veterans with deployment-related mild TBI demonstrated increased FC between the right caudate and lateral occipital regions relative to both the non-deployment mild TBI and TBI-negative groups. When evaluating the association between FC from the caudate and gait, the non-deployment mild TBI group showed a significant positive relationship between walking time and FC with the frontal pole, implicated in navigational planning, whereas the deployment-related mild TBI group trended towards a greater negative association between walking time and FC within the occipital lobes, associated with visuo-spatial processing during navigation. Discussion These findings have implications for elucidating subtle motor disruption in Service Members and Veterans with deployment-related mild TBI. Possible implications for future walking performance are discussed.
Collapse
Affiliation(s)
- Mary R. Newsome
- Research Service Line, George E. Wahlen VA Medical Center, Salt Lake City, UT, United States
- Traumatic Brain Injury and Concussion Center, Department of Neurology, University of Utah, Salt Lake City, UT, United States
- H. Ben Taub Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, TX, United States
| | - Sarah L. Martindale
- Research and Academic Affairs Service Line, W. G. (Bill) Hefner VA Healthcare System, Salisbury, NC, United States
- Veterans Integrated Service Networks (VISN)-6 Mid-Atlantic Mental Illness, Research Education and Clinical Center (MIRECC), Durham, NC, United States
- Department of Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, NC, United States
| | - Nicholas Davenport
- Research Service Line, Minneapolis VA Health Care System, Minneapolis, MN, United States
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States
| | - Emily L. Dennis
- Research Service Line, George E. Wahlen VA Medical Center, Salt Lake City, UT, United States
- Traumatic Brain Injury and Concussion Center, Department of Neurology, University of Utah, Salt Lake City, UT, United States
| | - Marlene Diaz
- Research Service Line, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, United States
| | - Carrie Esopenko
- Department of Rehabilitation and Human Performance, Icahn School of Medicine, New York, NY, United States
| | - Cooper Hodges
- Department of Psychology, Brigham Young University, Provo, UT, United States
| | - George R. Jackson
- Parkinson's Disease Research, Education and Clinical Center (PADRECC), Michael E. DeBakey VA Medical Center, Houston, TX, United States
- Department of Neurology, Baylor College of Medicine, Houston, TX, United States
| | - Qisheng Liu
- Research Service Line, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, United States
- Center for Translational Research on Inflammatory Diseases (CTRID), Baylor College of Medicine, Houston, TX, United States
| | - Kimbra Kenney
- Department of Neurology, Uniform Services University, Bethesda, MD, United States
| | - Andrew R. Mayer
- The Mind Research Network/Lovelace Biomedical and Environmental Research Institute, Albuquerque, NM, United States
- Departments of Psychiatry and Behavioral Sciences, Psychology and Neurology, University of New Mexico, Albuquerque, NM, United States
| | - Jared A. Rowland
- Research and Academic Affairs Service Line, W. G. (Bill) Hefner VA Healthcare System, Salisbury, NC, United States
- Veterans Integrated Service Networks (VISN)-6 Mid-Atlantic Mental Illness, Research Education and Clinical Center (MIRECC), Durham, NC, United States
- Department of Neurobiology and Anatomy, Wake Forest School of Medicine, Winston-Salem, NC, United States
| | - Randall S. Scheibel
- H. Ben Taub Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, TX, United States
- Research Service Line, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, United States
| | - Joel L. Steinberg
- Department of Psychiatry, Institute for Drug and Alcohol Studies, Virginia Commonwealth University, Richmond, VA, United States
| | - Brian A. Taylor
- Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - David F. Tate
- Research Service Line, George E. Wahlen VA Medical Center, Salt Lake City, UT, United States
- Traumatic Brain Injury and Concussion Center, Department of Neurology, University of Utah, Salt Lake City, UT, United States
| | - J. Kent Werner
- Department of Neurology, Uniform Services University, Bethesda, MD, United States
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, United States
| | - William C. Walker
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, VA, United States
| | - Elisabeth A. Wilde
- Research Service Line, George E. Wahlen VA Medical Center, Salt Lake City, UT, United States
- Traumatic Brain Injury and Concussion Center, Department of Neurology, University of Utah, Salt Lake City, UT, United States
- H. Ben Taub Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, TX, United States
| |
Collapse
|
3
|
Boyko M, Gruenbaum BF, Oleshko A, Merzlikin I, Zlotnik A. Diet's Impact on Post-Traumatic Brain Injury Depression: Exploring Neurodegeneration, Chronic Blood-Brain Barrier Destruction, and Glutamate Neurotoxicity Mechanisms. Nutrients 2023; 15:4681. [PMID: 37960334 PMCID: PMC10649677 DOI: 10.3390/nu15214681] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 10/31/2023] [Accepted: 11/01/2023] [Indexed: 11/15/2023] Open
Abstract
Traumatic brain injury (TBI) has a profound impact on cognitive and mental functioning, leading to lifelong impairment and significantly diminishing the quality of life for affected individuals. A healthy blood-brain barrier (BBB) plays a crucial role in guarding the brain against elevated levels of blood glutamate, making its permeability a vital aspect of glutamate regulation within the brain. Studies have shown the efficacy of reducing excess glutamate in the brain as a treatment for post-TBI depression, anxiety, and aggression. The purpose of this article is to evaluate the involvement of dietary glutamate in the development of depression after TBI. We performed a literature search to examine the effects of diets abundant in glutamate, which are common in Asian populations, when compared to diets low in glutamate, which are prevalent in Europe and America. We specifically explored these effects in the context of chronic BBB damage after TBI, which may initiate neurodegeneration and subsequently have an impact on depression through the mechanism of chronic glutamate neurotoxicity. A glutamate-rich diet leads to increased blood glutamate levels when contrasted with a glutamate-poor diet. Within the context of chronic BBB disruption, elevated blood glutamate levels translate to heightened brain glutamate concentrations, thereby intensifying neurodegeneration due to glutamate neurotoxicity.
Collapse
Affiliation(s)
- Matthew Boyko
- Department of Anesthesiology and Critical Care, Soroka University Medical Center, Ben-Gurion of the Negev, Beer-Sheva 84101, Israel
| | - Benjamin F Gruenbaum
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Anna Oleshko
- Department of Biology and Methods of Teaching Biology, A. S. Makarenko Sumy State Pedagogical University, Sumy 40002, Ukraine
| | - Igor Merzlikin
- Department of Biology and Methods of Teaching Biology, A. S. Makarenko Sumy State Pedagogical University, Sumy 40002, Ukraine
| | - Alexander Zlotnik
- Department of Anesthesiology and Critical Care, Soroka University Medical Center, Ben-Gurion of the Negev, Beer-Sheva 84101, Israel
| |
Collapse
|
4
|
Kinney AR, Yan XD, Schneider AL, King S, Forster JE, Bahraini N, Brenner LA. Post-concussive symptoms mediate the relationship between sleep problems and participation restrictions among veterans with mild traumatic brain injury. FRONTIERS IN REHABILITATION SCIENCES 2022; 3:964420. [PMID: 36311204 PMCID: PMC9597091 DOI: 10.3389/fresc.2022.964420] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 09/14/2022] [Indexed: 11/05/2022]
Abstract
Background Sleep problems are common among Veterans with mild traumatic brain injury (mTBI) and may contribute to participation restrictions. However, explanatory mechanisms underlying this relationship are poorly understood. Sleep problems are associated with post-concussive symptoms (e.g., headaches). In turn, post-concussive symptoms contribute to participation restrictions. We hypothesized that post-concussive symptom severity mediates the purported relationship between sleep problems and participation restrictions among Veterans with mTBI. Materials and Methods This study was a retrospective analysis of clinical data among 8,733 Veterans with mTBI receiving Veterans Health Administration outpatient care. Sleep problems (yes/no) were identified using the sleep-related item from the Neurobehavioral Symptom Inventory (NSI). Post-concussive symptoms were measured using remaining NSI items. Participation restrictions were measured using the Mayo-Portland Adaptability Inventory Participation Index. We specified a latent variable path model to estimate relationships between: (1) sleep problems and three latent indicators of post-concussive symptoms [vestibular-sensory (e.g., headache)]; mood-behavioral [e.g., anxiety]; cognitive [e.g., forgetfulness]); and, (2) the three latent indicators of post-concussive symptoms and two latent indicators of participation restrictions (social and community participation [e.g., leisure activities]; productivity [e.g., financial management]). We examined the indirect effects of sleep problems upon participation restrictions, as mediated by post-concussive symptoms. Estimates were adjusted for sociodemographic factors (e.g., age), injury characteristics (e.g., blast), and co-morbid conditions (e.g., depression). Results 87% of Veterans reported sleep problems. Sleep problems were associated with greater social and community participation restrictions, as mediated by mood-behavioral (β = 0.41, p < 0.001) and cognitive symptoms (β = 0.13, p < 0.001). There was no evidence that vestibular-sensory symptoms mediated this relationship (β = -0.01, p = 0.48). Sleep problems were associated with greater productivity restrictions, as mediated by vestibular-sensory (β = 0.16, p < 0.001) and cognitive symptoms (β = 0.14, p < 0.001). There was no evidence that mood-behavioral symptoms mediated this relationship (β = 0.02, p = 0.37). Discussion Findings suggest that evidence-based sleep treatment should occupy a prominent role in the rehabilitation of Veterans with mTBI. Indirect effects of sleep problems differed when considering impact on social and community participation vs. productivity, informing individualized rehabilitative care for Veterans with mTBI.
Collapse
Affiliation(s)
- Adam R. Kinney
- Department of Veterans Affairs (VA) Rocky Mountain Mental Illness Research Education and Clinical Center (MIRECC) for Veteran Suicide Prevention, Aurora, CO, United States,Department of Physical Medicine and Rehabilitation, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States,Correspondence: Adam R. Kinney
| | - Xiang-Dong Yan
- Department of Veterans Affairs (VA) Rocky Mountain Mental Illness Research Education and Clinical Center (MIRECC) for Veteran Suicide Prevention, Aurora, CO, United States
| | - Alexandra L. Schneider
- Department of Veterans Affairs (VA) Rocky Mountain Mental Illness Research Education and Clinical Center (MIRECC) for Veteran Suicide Prevention, Aurora, CO, United States
| | - Samuel King
- Department of Veterans Affairs (VA) Rocky Mountain Mental Illness Research Education and Clinical Center (MIRECC) for Veteran Suicide Prevention, Aurora, CO, United States
| | - Jeri E. Forster
- Department of Veterans Affairs (VA) Rocky Mountain Mental Illness Research Education and Clinical Center (MIRECC) for Veteran Suicide Prevention, Aurora, CO, United States,Department of Physical Medicine and Rehabilitation, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Nazanin Bahraini
- Department of Veterans Affairs (VA) Rocky Mountain Mental Illness Research Education and Clinical Center (MIRECC) for Veteran Suicide Prevention, Aurora, CO, United States,Departments of Physical Medicine and Rehabilitation and Psychiatry, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Lisa A. Brenner
- Department of Veterans Affairs (VA) Rocky Mountain Mental Illness Research Education and Clinical Center (MIRECC) for Veteran Suicide Prevention, Aurora, CO, United States,Departments of Physical Medicine and Rehabilitation, Psychiatry, and Neurology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| |
Collapse
|
5
|
Factors Influencing the Implementation of Guideline-recommended Practices for Post-concussive Sleep Disturbance and Headache in the Veterans Health Administration: A Mixed Methods Study. Arch Phys Med Rehabil 2022; 103:2153-2163. [DOI: 10.1016/j.apmr.2022.01.164] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 01/20/2022] [Accepted: 01/31/2022] [Indexed: 11/23/2022]
|
6
|
MacGregor AJ, Shannon KB, Dougherty AL. Time Since Injury as a Factor in Post-Concussion Symptom Reporting among Military Service Members with Blast-Related Concussion. J Neurotrauma 2021; 38:2447-2453. [PMID: 33906380 DOI: 10.1089/neu.2020.7334] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Over the last decade, much research has been devoted to concussion among military personnel. Post-concussion symptoms after blast-related concussion are common, but it is unknown whether symptom reporting differs over time. This study's objective was to assess the relationship between time since injury and post-concussion symptom reporting. We conducted a retrospective review of existing records to identify service members who experienced blast-related concussion during deployment between 2007 and 2012 and who responded to a Post-Deployment Health Assessment (PDHA). The study population included 3690 military personnel grouped by time between injury and PDHA completion: 1-90 days (45.3%, n = 1,673), 91-180 days (33.0%, n = 1,216), or 181-365 days (21.7%, n = 801). Post-concussion symptoms assessed on the PDHA included headache, tinnitus, memory problems, concentration problems, difficulty making decisions, irritability, dizziness, and sleep problems. All post-concussion symptoms were higher for 91-180 days and 181-365 days after injury relative to 1-90 days, with the exception of dizziness. After adjustment for loss of consciousness, mental health comorbidity, and other covariates, the odds of reporting three or more post-concussion symptoms were significantly higher in those who completed the PDHA 91-180 days (odds ratio: 1.29; 95% confidence interval: 1.09-1.51) or 181-365 days after injury (odds ratio: 1.33; 95% confidence interval: 1.09-1.61), compared with the 1-90 days group. These findings suggest that refinements to in-theater medical care may be needed to reduce post-concussion symptom burden and improve the prospect of concussion recovery.
Collapse
Affiliation(s)
- Andrew J MacGregor
- Medical Modeling, Simulation, and Mission Support Department, Naval Health Research Center, San Diego, California, USA
| | - Kaeley B Shannon
- Medical Modeling, Simulation, and Mission Support Department, Naval Health Research Center, San Diego, California, USA
- Axiom Resource Management, Inc., San Diego, California, USA
| | - Amber L Dougherty
- Medical Modeling, Simulation, and Mission Support Department, Naval Health Research Center, San Diego, California, USA
- Leidos, Inc., San Diego, California, USA
| |
Collapse
|
7
|
Khokhar BR, Lindberg MA, Walker WC. Post-mTBI Pain Interference in a U.S. Military Population: A Chronic Effects of Neurotrauma Consortium Study. Mil Med 2021; 186:e293-e299. [PMID: 33007066 DOI: 10.1093/milmed/usaa249] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 07/08/2020] [Accepted: 08/05/2020] [Indexed: 12/14/2022] Open
Abstract
INTRODUCTION Chronic pain is a significant problem for service members and veterans with mild traumatic brain injury (mTBI). While the root cause of pain is not clearly understood, comorbidities may contribute to how their pain disrupts their functional status, a construct termed "pain interference." The purpose of this study is to examine the associations between mTBI, other comorbidities, and pain interference. MATERIALS AND METHODS The sample comprised participants with mTBI(s) from The Chronic Effects of Neurotrauma Consortium multicenter observational study. Potential concussive events were identified using a modified Ohio State University traumatic brain injury (TBI) Identification interview and then further with a structured interview. Pain interference was measured with the TBI quality-of-life pain interference score, which was categorized into insignificant, moderate, and high pain interference. Comorbidities of interest included anxiety, depression, post-traumatic stress disorder, insomnia, and arthritis. Multivariable relationships were analyzed using logistic regression. RESULTS The analysis sample included 346 participants with mTBI(s). In adjusted analysis, those with high pain interference were more likely to have history of ≥ 3 TBIs (odds ratio (OR) 3.1, 95% confidence interval [CI] 1.4, 6.9) and to have clinical levels of post-traumatic stress disorder (OR 5.4, 95% CI 1.9, 15.7), depression (OR 2.5, 95% CI, 1.0, 6.1), anxiety (OR 4.9, 95% CI, 2.0, 11.7), and sleep disturbances (OR 6.1, 95% CI 2.0, 19.0) versus those with insignificant pain interference. CONCLUSION These results identify clinical features of veterans and service members with mTBI(s) who are at highest risk for pain-related disability. These findings also demonstrate the need to consider mental health and sleep problems in their pain evaluation and treatment approach.
Collapse
Affiliation(s)
- Bilal R Khokhar
- Defense and Veterans Brain Injury Center, Silver Spring, MD 20910, USA
| | - Megan A Lindberg
- Defense and Veterans Brain Injury Center, Silver Spring, MD 20910, USA
| | - William C Walker
- Department of Physical Medicine and Rehabilitation, Hunter Holmes McGuire Department of Veterans Affairs Medical Center, Richmond, VA 23249, USA.,Defense and Veterans Brain Injury Center, Richmond, VA 23249, USA.,Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, VA 23284, USA
| |
Collapse
|
8
|
Hellewell SC, Beaton CS, Welton T, Grieve SM. Characterizing the Risk of Depression Following Mild Traumatic Brain Injury: A Meta-Analysis of the Literature Comparing Chronic mTBI to Non-mTBI Populations. Front Neurol 2020; 11:350. [PMID: 32508733 PMCID: PMC7248359 DOI: 10.3389/fneur.2020.00350] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Accepted: 04/08/2020] [Indexed: 12/11/2022] Open
Abstract
Objective: Mild traumatic brain injury (mTBI) is associated with depressed mood acutely post-injury, but there is little evidence regarding long-term depression. The aim of this study was to determine the odds ratio (OR) of depression chronically following mTBI. Methods: We searched Medline (PubMed), ProQuest, and Web of Science from date of database creation to January 23, 2019, for eligible studies examining depression at least 6 months post-injury in adult subjects with mTBI of any etiology, including civilians and military. Three authors independently reviewed titles and abstracts for study eligibility. Data were extracted and collated by two investigators. Risk of bias was assessed with the SIGN methodology. Study data were pooled using random-effects meta-analysis. The primary exposure was mTBI, and the primary outcome was depression. Secondary exploratory variables were time of assessment, age at injury, age at assessment, sex, and etiology. Results: We included 47 cross-sectional studies (n = 25,103 mTBI and 29,982 control), 26 cohort studies (n = 70,119 mTBI, 262,034 control), four prospective observational studies (n = 1,058 mTBI and 733 control), two prospective longitudinal studies (n = 119 mTBI, 81 control), two case-control studies (n = 56 mTBI, 56 control), and one randomized controlled trial (n = 252 mTBI, 3,214 control). mTBI was associated with a 3.29-fold increased risk of depression (OR 3.29, 95% CI 2.68–4.03, I2 = 96%). The OR for depression did not change when subjects were assessed at 6–12 months (OR 2.43, 1.45–4.07), years 1–2 (OR 4.12, 2.10–8.07); 2–10 (OR 3.28, 2.42–4.46), or 10+ (OR 3.42, 1.51–7.77). Similar risk of depression was sustained across different age at injury (<25: OR 2.26, 1.82–2.81; 25–35: OR 4.67, 3.06–7.14; >35: OR 2.69, 1.42–5.10) and different age at assessment (<40 years: OR 3.14, 2.48–3.99; >40 years: OR 4.57, 2.54–8.24). Female sex had a non-significant increase in OR (OR 19.97, 2.39–166.93) compared to male (OR 3.0, 2.33–3.86). mTBI etiology had no impact on depression. Conclusions: Those experiencing mTBI are more than three times more likely to experience depression compared to those without a history of mTBI, and this risk remains decades beyond the mTBI event. Future longitudinal studies are needed to identify and mitigate this risk.
Collapse
Affiliation(s)
- Sarah C Hellewell
- Imaging and Phenotyping Laboratory, Charles Perkins Centre, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
| | - Caerwen S Beaton
- Imaging and Phenotyping Laboratory, Charles Perkins Centre, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
| | - Thomas Welton
- Imaging and Phenotyping Laboratory, Charles Perkins Centre, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
| | - Stuart M Grieve
- Imaging and Phenotyping Laboratory, Charles Perkins Centre, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia.,Sydney Medical School, University of Sydney, Sydney, NSW, Australia.,Department of Radiology, Royal Prince Alfred Hospital, Sydney, NSW, Australia
| |
Collapse
|
9
|
Lange RT, Lippa SM, Bailie JM, Wright M, Driscoll A, Sullivan J, Gartner R, Ramin D, Robinson G, Eshera Y, Gillow K, French LM, Brickell TA. Longitudinal trajectories and risk factors for persistent postconcussion symptom reporting following uncomplicated mild traumatic brain injury in U.S. Military service members. Clin Neuropsychol 2020; 34:1134-1155. [DOI: 10.1080/13854046.2020.1746832] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
- Rael T. Lange
- Defense and Veterans Brain Injury Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
- University of British Columbia, Vancouver, Canada
| | - Sara M. Lippa
- Defense and Veterans Brain Injury Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Jason M. Bailie
- Defense and Veterans Brain Injury Center, Naval Hospital Camp Pendleton, CA, USA
| | - Megan Wright
- Defense and Veterans Brain Injury Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Angela Driscoll
- Defense and Veterans Brain Injury Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Jamie Sullivan
- Defense and Veterans Brain Injury Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Rachel Gartner
- Defense and Veterans Brain Injury Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Daniel Ramin
- Defense and Veterans Brain Injury Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Gabrielle Robinson
- Defense and Veterans Brain Injury Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Yasmine Eshera
- Defense and Veterans Brain Injury Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Kelly Gillow
- Defense and Veterans Brain Injury Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Louis M. French
- Defense and Veterans Brain Injury Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
- Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Tracey A. Brickell
- Defense and Veterans Brain Injury Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
- Department of Psychiatry, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| |
Collapse
|
10
|
Prevalence and Severity of Psychiatric Disorders and Suicidal Behavior in Service Members and Veterans With and Without Traumatic Brain Injury: Systematic Review. J Head Trauma Rehabil 2020; 35:1-13. [DOI: 10.1097/htr.0000000000000478] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
|
11
|
Shura RD, Epstein EL, Armistead-Jehle P, Cooper DB, Eapen BC. Assessment and Treatment of Concussion in Service Members and Veterans. Concussion 2020. [DOI: 10.1016/b978-0-323-65384-8.00013-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
|
12
|
Harper MM, Woll AW, Evans LP, Delcau M, Akurathi A, Hedberg-Buenz A, Soukup DA, Boehme N, Hefti MM, Dutca LM, Anderson MG, Bassuk AG. Blast Preconditioning Protects Retinal Ganglion Cells and Reveals Targets for Prevention of Neurodegeneration Following Blast-Mediated Traumatic Brian Injury. Invest Ophthalmol Vis Sci 2019; 60:4159-4170. [PMID: 31598627 PMCID: PMC6785841 DOI: 10.1167/iovs.19-27565] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Accepted: 08/22/2019] [Indexed: 12/13/2022] Open
Abstract
Purpose The purpose of this study was to examine the effect of multiple blast exposures and blast preconditioning on the structure and function of retinal ganglion cells (RGCs), to identify molecular pathways that contribute to RGC loss, and to evaluate the role of kynurenine-3-monooxygenase (KMO) inhibition on RGC structure and function. Methods Mice were subjected to sham blast injury, one single blast injury, or three blast injuries separated by either 1 hour or 1 week, using a blast intensity of 20 PSI. To examine the effect of blast preconditioning, mice were subjected to sham blast injury, one single 20-PSI injury, or three blast injuries separated by 1 week (5 PSI, 5 PSI, 20 PSI and 5 PSI, 5 PSI, 5 PSI). RGC structure was analyzed by optical coherence tomography (OCT) and function was analyzed by the pattern electroretinogram (PERG). BRN3A-positive cells were quantified to determine RGC density. RNA-seq analysis was used to identify transcriptional changes between groups. Results Analysis of mice with multiple blast exposures of 20 PSI revealed no significant differences compared to one 20-pounds per square inch (PSI) exposure using OCT, PERG, or BRN3A cell counts. Analysis of mice exposed to two preconditioning 5-PSI blasts prior to one 20-PSI blast showed preservation of RGC structure and function. RNA-seq analysis of the retina identified multiple transcriptomic changes between conditions. Pharmacologic inhibition of KMO preserved RGC responses compared to vehicle-treated mice. Conclusions Preconditioning protects RGC from blast injury. Protective effects appear to involve changes in KMO activity, whose inhibition is also protective.
Collapse
Affiliation(s)
- Matthew M. Harper
- The Iowa City Department of Veterans Affairs Medical Center, Center for the Prevention and Treatment of Visual Loss, Iowa City, Iowa
- Department of Ophthalmology and Visual Sciences, University of Iowa, Iowa City, Iowa, United States
| | - Addison W. Woll
- The Iowa City Department of Veterans Affairs Medical Center, Center for the Prevention and Treatment of Visual Loss, Iowa City, Iowa
- Department of Ophthalmology and Visual Sciences, University of Iowa, Iowa City, Iowa, United States
| | - Lucy P. Evans
- Medical Scientist Training Program, University of Iowa, Iowa City, Iowa, United States
- Department of Pediatrics, University of Iowa, Iowa City, Iowa, United States
| | - Michael Delcau
- The Iowa City Department of Veterans Affairs Medical Center, Center for the Prevention and Treatment of Visual Loss, Iowa City, Iowa
- Department of Ophthalmology and Visual Sciences, University of Iowa, Iowa City, Iowa, United States
| | - Abhigna Akurathi
- The Iowa City Department of Veterans Affairs Medical Center, Center for the Prevention and Treatment of Visual Loss, Iowa City, Iowa
| | - Adam Hedberg-Buenz
- The Iowa City Department of Veterans Affairs Medical Center, Center for the Prevention and Treatment of Visual Loss, Iowa City, Iowa
- Department of Molecular Physiology and Biophysics, University of Iowa, Iowa City, Iowa, United States
| | - Dana A. Soukup
- Department of Molecular Physiology and Biophysics, University of Iowa, Iowa City, Iowa, United States
| | - Nickolas Boehme
- The Iowa City Department of Veterans Affairs Medical Center, Center for the Prevention and Treatment of Visual Loss, Iowa City, Iowa
- Department of Ophthalmology and Visual Sciences, University of Iowa, Iowa City, Iowa, United States
| | - Marco M. Hefti
- Department of Pathology, University of Iowa, Iowa City, Iowa, United States
| | - Laura M. Dutca
- The Iowa City Department of Veterans Affairs Medical Center, Center for the Prevention and Treatment of Visual Loss, Iowa City, Iowa
- Department of Ophthalmology and Visual Sciences, University of Iowa, Iowa City, Iowa, United States
| | - Michael G. Anderson
- The Iowa City Department of Veterans Affairs Medical Center, Center for the Prevention and Treatment of Visual Loss, Iowa City, Iowa
- Department of Ophthalmology and Visual Sciences, University of Iowa, Iowa City, Iowa, United States
- Department of Molecular Physiology and Biophysics, University of Iowa, Iowa City, Iowa, United States
| | - Alexander G. Bassuk
- Department of Pediatrics, University of Iowa, Iowa City, Iowa, United States
- Department of Neurology, University of Iowa, Iowa City, Iowa, United States
| |
Collapse
|
13
|
Mac Donald CL, Barber J, Patterson J, Johnson AM, Dikmen S, Fann JR, Temkin N. Association Between 5-Year Clinical Outcome in Patients With Nonmedically Evacuated Mild Blast Traumatic Brain Injury and Clinical Measures Collected Within 7 Days Postinjury in Combat. JAMA Netw Open 2019; 2:e186676. [PMID: 30646193 PMCID: PMC6324322 DOI: 10.1001/jamanetworkopen.2018.6676] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
IMPORTANCE Although previous work has examined clinical outcomes in combat-deployed veterans, questions remain regarding how symptoms evolve or resolve following mild blast traumatic brain injury (TBI) treated in theater and their association with long-term outcomes. OBJECTIVE To characterize 5-year outcome in patients with nonmedically evacuated blast concussion compared with combat-deployed controls and understand what clinical measures collected acutely in theater are associated with 5-year outcome. DESIGN, SETTING, AND PARTICIPANTS A prospective, longitudinal cohort study including 45 service members with mild blast TBI within 7 days of injury (mean 4 days) and 45 combat deployed nonconcussed controls was carried out. Enrollment occurred in Afghanistan at the point of injury with evaluation of 5-year outcome in the United States. The enrollment occurred from March to September 2012 with 5-year follow up completed from April 2017 to May 2018. Data analysis was completed from June to July 2018. EXPOSURES Concussive blast TBI. All patients were treated in theater, and none required medical evacuation. MAIN OUTCOMES AND MEASURES Clinical measures collected in theater included measures for concussion symptoms, posttraumatic stress disorder (PTSD) symptoms, depression symptoms, balance performance, combat exposure intensity, cognitive performance, and demographics. Five-year outcome evaluation included measures for global disability, neurobehavioral impairment, PTSD symptoms, depression symptoms, and 10 domains of cognitive function. Forward selection multivariate regression was used to determine predictors of 5-year outcome for global disability, neurobehavior impairment, PTSD, and cognitive function. RESULTS Nonmedically evacuated patients with concussive blast injury (n = 45; 44 men, mean [SD] age, 31 [5] years) fared poorly at 5-year follow-up compared with combat-deployed controls (n = 45; 35 men; mean [SD] age, 34 [7] years) on global disability, neurobehavioral impairment, and psychiatric symptoms, whereas cognitive changes were unremarkable. Acute predictors of 5-year outcome consistently identified TBI diagnosis with contribution from acute concussion and mental health symptoms and select measures of cognitive performance depending on the model for 5-year global disability (area under the curve following bootstrap validation [AUCBV] = 0.79), neurobehavioral impairment (correlation following bootstrap validation [RBV] = 0.60), PTSD severity (RBV = 0.36), or cognitive performance (RBV = 0.34). CONCLUSIONS AND RELEVANCE Service members with concussive blast injuries fared poorly at 5-year outcome. The results support a more focused acute screening of mental health following TBI diagnosis as strong indicators of poor long-term outcome. This extends prior work examining outcome in patients with concussive blast injury to the larger nonmedically evacuated population.
Collapse
Affiliation(s)
| | - Jason Barber
- Department of Neurological Surgery, University of Washington, Seattle
| | - Jana Patterson
- Department of Neurological Surgery, University of Washington, Seattle
| | - Ann M. Johnson
- Center for Clinical Studies, Washington University, Saint Louis Missouri
| | - Sureyya Dikmen
- Department of Rehabilitation Medicine, University of Washington, Seattle
| | - Jesse R. Fann
- Department of Psychiatry, University of Washington, Seattle
| | - Nancy Temkin
- Department of Neurological Surgery, University of Washington, Seattle
- Department of Biostatistics, University of Washington, Seattle
| |
Collapse
|
14
|
Ferdosi H, Schwab KA, Metti A, Brenner LA, Terrio H, Pazdan RM, Cole WR, Scher AI. Trajectory of Postconcussive Symptoms 12 Months After Deployment in Soldiers With and Without Mild Traumatic Brain Injury: Warrior Strong Study. Am J Epidemiol 2019; 188:77-86. [PMID: 30203085 DOI: 10.1093/aje/kwy199] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Accepted: 08/27/2018] [Indexed: 12/16/2022] Open
Abstract
We analyzed data from a cohort of recently deployed soldiers from 2 US Army bases, Fort Carson and Fort Bragg (2009 to 2015). Soldiers with and without a recent history of mild traumatic brain injury (mTBI) on deployment were evaluated within days of return and at 3, 6, and 12 months. Those with mTBI were more likely than those without to endorse ≥1 postconcussive symptom as "severe" and/or "very severe" (47% vs. 21%, baseline; adjusted relative risk (RR) = 1.71, 95% confidence interval: 1.51, 1.93, all time points), which remained significant after adjusting for posttraumatic stress disorder (adjusted RR = 1.34, 95% confidence interval: 1.20, 1.50). Prevalence and relative risks for 3 of the most common baseline symptoms remained constant over time: sleep problems (RR = 2.19), forgetfulness (RR = 2.56), and irritability (RR = 2.73). The pattern was slightly different for headache (baseline, RR = 3.44; 12 months, RR = 3.26), due to increased prevalence of headache in those without mTBI. The prevalence of clinically relevant postconcussive symptoms remained relatively constant over 1 year of follow-up, whether or not symptoms were associated with concussion. Service members with recent mTBI reported more symptoms than those without at all time points.
Collapse
Affiliation(s)
- Hamid Ferdosi
- Defense and Veterans Brain Injury Center, TBI Center of Excellence, Silver Spring, Maryland
- Department of Epidemiology and Biostatistics, Milken Institute School of Public Health, George Washington University, Washington, DC
| | - Karen A Schwab
- Defense and Veterans Brain Injury Center, TBI Center of Excellence, Silver Spring, Maryland
- Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Andrea Metti
- Metti Consulting Company, Pittsburgh, Pennsylvania
| | - Lisa A Brenner
- Veterans Health Administration Rocky Mountain Mental Illness Research, Education, and Clinical Center, Denver, Colorado
- Marcus Institute for Brain Health, Anschutz Medical Campus, University of Colorado, Aurora, Colorado
- Department of Psychiatry, Anschutz Medical Campus, University of Colorado, Aurora, Colorado
- Department of Neurology, Anschutz Medical Campus, University of Colorado, Aurora, Colorado
- Department of Physical Medicine and Rehabilitation, Anschutz Medical Campus, University of Colorado, Aurora, Colorado
| | - Heidi Terrio
- Defense and Veterans Brain Injury Center, Evans Army Community Hospital, Colorado Springs, Colorado
| | - Renee M Pazdan
- Defense and Veterans Brain Injury Center, Evans Army Community Hospital, Colorado Springs, Colorado
| | - Wesley R Cole
- Defense and Veterans Brain Injury Center, Fort Bragg, North Carolina
| | - Ann I Scher
- Uniformed Services University of the Health Sciences, Bethesda, Maryland
| |
Collapse
|
15
|
Di Pietro V, Yakoub KM, Scarpa U, Di Pietro C, Belli A. MicroRNA Signature of Traumatic Brain Injury: From the Biomarker Discovery to the Point-of-Care. Front Neurol 2018; 9:429. [PMID: 29963002 PMCID: PMC6010584 DOI: 10.3389/fneur.2018.00429] [Citation(s) in RCA: 52] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Accepted: 05/22/2018] [Indexed: 12/21/2022] Open
Abstract
Traumatic brain injury (TBI) is a serious problem that causes high morbidity and mortality around the world. Currently, no reliable biomarkers are used to assess the severity and predict the recovery. Many protein biomarkers were extensively studied for diagnosis and prognosis of different TBI severities such as S-100β, glial fibrillary acidic protein (GFAP), neuron-specific enolase (NSE), neurofilament light chain (NFL), cleaved tau protein (C-tau), and ubiquitin C-terminal hydrolase-L1 (UCH-L1). However, none of these candidates is currently used in the clinical practice, due to relatively low sensitivity, for the diagnosis of mild TBI (mTBI) or mild to moderate TBI (MMTBI) patients who are clinically well and do not have a detectable intracranial pathology on the scans. MicroRNAs (miRNAs or miRs) are a class of small endogenous molecular regulators, which showed to be altered in different pathologies, including TBI and for this reason, their potential role in diagnosis, prognosis and therapeutic applications, is explored. Promising miRNAs such as miR-21, miR-16 or let-7i were identified as suitable candidate biomarkers for TBI and can differentiate mild from severe TBI. Also, they might represent new potential therapeutic targets. Identification of miRNA signature in tissue or biofluids, for several pathological conditions, is now possible thanks to the introduction of new high-throughput technologies such as microarray platform, Nanostring technologies or Next Generation Sequencing. This review has the aim to describe the role of microRNA in TBI and to explore the most commonly used techniques to identify microRNA profile. Understanding the strengths and limitations of the different methods can aid in the practical use of miRNA profiling for diverse clinical applications, including the development of a point-of-care device.
Collapse
Affiliation(s)
- Valentina Di Pietro
- Neurotrauma and Ophthalmology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom.,Surgical Reconstruction and Microbiology Research Centre, National Institute for Health Research, Queen Elizabeth Hospital, Birmingham, United Kingdom.,Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Illinois, IL, United States
| | - Kamal M Yakoub
- Surgical Reconstruction and Microbiology Research Centre, National Institute for Health Research, Queen Elizabeth Hospital, Birmingham, United Kingdom
| | - Ugo Scarpa
- Surgical Reconstruction and Microbiology Research Centre, National Institute for Health Research, Queen Elizabeth Hospital, Birmingham, United Kingdom
| | - Cinzia Di Pietro
- BioMolecular, Genome and Complex Systems BioMedicine Unit, Section of Biology and Genetics G Sichel, Department of Biomedical Sciences and Biotechnology, University of Catania, Catania, Italy
| | - Antonio Belli
- Neurotrauma and Ophthalmology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom.,Surgical Reconstruction and Microbiology Research Centre, National Institute for Health Research, Queen Elizabeth Hospital, Birmingham, United Kingdom
| |
Collapse
|
16
|
Walker WC, Nowak KJ, Kenney K, Franke LM, Eapen BC, Skop K, Levin H, Agyemang AA, Tate DF, Wilde EA, Hinds S, Nolen TL. Is balance performance reduced after mild traumatic brain injury?: Interim analysis from chronic effects of neurotrauma consortium (CENC) multi-centre study. Brain Inj 2018; 32:1156-1168. [PMID: 29894203 DOI: 10.1080/02699052.2018.1483529] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Abstract
OBJECTIVES Determine if mild traumatic brain injury (mTBI) history is associated with balance disturbances. SETTING Chronic Effects of Neurotrauma Consortium (CENC) centres. PARTICIPANTS The CENC multi-centre study enrols post-9/11 era Service Members and Veterans with combat exposure. This sample (n = 322) consisted of enrolees completing initial evaluation by September 2016 at the three sites conducting computerized dynamic post-urography (CDP) testing. DESIGN Observational study with cross-sectional analyses using structural equation modelling. MAIN MEASURES Comprehensive structured interviews were used to diagnose all lifetime mild traumatic brain injuries (mTBIs). The outcome, Sensory Organization Test (SOT), was measured on CDP dual-plate force platform. Other studied variables were measured by structured interviews, record review and questionnaires. RESULTS The overall positive/negative mTBI classification did not have a significant effect on the composite equilibrium score. However, the repetitive mTBI classification showed lower scores for participants with ≥ 3 mTBI versus 1-2 lifetime mTBIs. For repetitive mTBI, pain interference acted as a mediator for the indirect effect, and a direct effect was evident on some sensory condition equilibrium scores. CONCLUSION These findings show that repeated mTBI, partially mediated by pain, may lead to later balance disturbances among military combatants. Further study of CDP outcomes within this accruing cohort is warranted.
Collapse
Affiliation(s)
- William C Walker
- a Dept. Physical Medicine & Rehabilitation , Virginia Commonwealth University , Richmond , VA , USA.,b Dept. Physical Medicine & Rehabilitation , Hunter Holmes McGuire VA Medical Center , Richmond , VA , USA
| | - Kayla J Nowak
- c Clinical Research Network Center , RTI International, RTP , NC , USA
| | - Kimbra Kenney
- d Dept. of Neurology , Uniformed Services University of the Health Sciences , Bethesda , MD , USA
| | - Laura Manning Franke
- a Dept. Physical Medicine & Rehabilitation , Virginia Commonwealth University , Richmond , VA , USA
| | - Blessen C Eapen
- e South Texas Veterans Health Care System , San Antonio , TX , USA
| | - Karen Skop
- f Dept. of Physical Medicine & Rehabilitation Services , James A. Haley Veterans' Hospital , Tampa , FL , USA
| | - Harvey Levin
- g Dept. of Physical Medicine & Rehabilitation , Michael E. DeBakey VA Medical Center , Houston , TX , USA.,h Baylor College of Medicine , Houston , TX , USA
| | - Amma A Agyemang
- a Dept. Physical Medicine & Rehabilitation , Virginia Commonwealth University , Richmond , VA , USA
| | - David F Tate
- i Missouri Institute of Mental Health , University of Missouri- Saint Louis , St. Louis , MO , USA
| | - Elisabeth A Wilde
- g Dept. of Physical Medicine & Rehabilitation , Michael E. DeBakey VA Medical Center , Houston , TX , USA.,h Baylor College of Medicine , Houston , TX , USA.,j University of Utah , Salt Lake City , UT , USA
| | - Sidney Hinds
- k US Army Medical Research and Materiel Command , Fort Detrick , MD , USA
| | - Tracy L Nolen
- c Clinical Research Network Center , RTI International, RTP , NC , USA
| |
Collapse
|
17
|
Hoot MR, Levin HS, Smith AN, Goldberg G, Wilde EA, Walker WC, Eapen BC, Nolen T, Pugh NL. Pain and chronic mild traumatic brain injury in the US military population: a Chronic Effects of Neurotrauma Consortium study. Brain Inj 2018; 32:1169-1177. [PMID: 29883191 DOI: 10.1080/02699052.2018.1482427] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Abstract
PRIMARY OBJECTIVES To describe the association between mild traumatic brain injury (mTBI) and pain intensity and pain interference outcomes while accounting for potential confounders and mediators including environmental factors and comorbidities in a cohort of US Veterans of the Iraq and Afghanistan wars. RESEARCH DESIGN Cross-sectional snapshot of baseline data from a prospective, longitudinal study. METHODS Effects of mTBI on pain intensity and pain interference were compared between participants with or without mTBI exposure. Data were analysed using covariate-adjusted regression analyses as well as structural equation modelling (SEM) methods to assess the robustness of findings across different modelling assumptions. As results of the two approaches were consistent with respect to the overall association between mTBI exposure and pain, the results focus primarily on the SEM findings. RESULTS The mTBI exposed group reported significantly greater indices of post-traumatic stress disorder (PTSD), depression, anxiety and sleep disturbance. After accounting for other factors, mTBI exposure was significantly, but indirectly associated with the pain interference and pain intensity outcomes. CONCLUSIONS mTBI is strongly associated with pain intensity and pain interference in this sample. However, the effect appears to be mediated by other common mTBI comorbidities: PTSD, depression, anxiety and sleep disturbance.
Collapse
Affiliation(s)
- Michelle R Hoot
- a Department of Physical Medicine and Rehabilitation , Hunter Holmes McGuire Veterans Affairs Medical Center , Richmond , VA , USA.,b Defense and Veterans Brain Injury Center , Richmond , VA , USA
| | - Harvey S Levin
- c Department of Physical Medicine and Rehabilitation , Baylor College of Medicine , Houston , TX , USA.,d Research Service Line, Michael E. DeBakey Veterans Affairs Medical Center , Houston , TX , USA
| | - Austin N Smith
- a Department of Physical Medicine and Rehabilitation , Hunter Holmes McGuire Veterans Affairs Medical Center , Richmond , VA , USA.,b Defense and Veterans Brain Injury Center , Richmond , VA , USA
| | - Gary Goldberg
- a Department of Physical Medicine and Rehabilitation , Hunter Holmes McGuire Veterans Affairs Medical Center , Richmond , VA , USA.,e Department of Physical Medicine and Rehabilitation , Virginia Commonwealth University , Richmond , VA , USA
| | - Elisabeth A Wilde
- c Department of Physical Medicine and Rehabilitation , Baylor College of Medicine , Houston , TX , USA.,d Research Service Line, Michael E. DeBakey Veterans Affairs Medical Center , Houston , TX , USA
| | - William C Walker
- a Department of Physical Medicine and Rehabilitation , Hunter Holmes McGuire Veterans Affairs Medical Center , Richmond , VA , USA.,b Defense and Veterans Brain Injury Center , Richmond , VA , USA.,e Department of Physical Medicine and Rehabilitation , Virginia Commonwealth University , Richmond , VA , USA
| | - Blessen C Eapen
- f Physical Medicine and Rehabilitation Services, South Texas Veterans Health Care System , San Antonio , TX , USA
| | - T Nolen
- g Biostatistics and Epidemiology Division, RTI International, Research Triangle Park , NC , USA
| | - N L Pugh
- g Biostatistics and Epidemiology Division, RTI International, Research Triangle Park , NC , USA
| |
Collapse
|
18
|
Walker WC, Hirsch S, Carne W, Nolen T, Cifu DX, Wilde EA, Levin HS, Brearly TW, Eapen BC, Williams R. Chronic Effects of Neurotrauma Consortium (CENC) multicentre study interim analysis: Differences between participants with positive versus negative mild TBI histories. Brain Inj 2018; 32:1079-1089. [PMID: 29851515 DOI: 10.1080/02699052.2018.1479041] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Abstract
OBJECTIVES Compare characteristics and outcomes of combat-exposed military personnel with positive versus negative mild traumatic brain injury (mTBI) histories. SETTING Recruitment was from registration lists and ambulatory clinics at four veterans administration hospitals. PARTICIPANTS Consented veterans and service members completing initial evaluation by September 2016 (n = 492). DESIGN Observational with cross-sectional analyses. MAIN MEASURES Multimodal assessments including structured interviews, record review, questionnaires, neuroendocrine labs and neurocognitive and sensorimotor performance. RESULTS In unadjusted comparisons to those absent lifetime mTBI, the mTBI positive group (84%) had greater combat exposure, more potential concussive events, less social support and more comorbidities, including asthma, sleeping problems and post-traumatic stress disorder. They also fared worse on all sensory and pain symptom scores and self-reported functional and global outcomes. They had poorer scores on Wechsler Adult Intelligence Scale-IV coding (processing speed), TMT-B (visual-motor integration and executive function) and two posturography subtests, but were otherwise equal to TBI negative participants on neurocognitive and sensorimotor testing and neuroendocrine levels. CONCLUSIONS Although differences in characteristics exist which were not adjusted for, participants with historical mTBI have greater symptomatology and life functioning difficulties compared with non-TBI. Performance measures were less dissimilar between groups. These findings will guide further research within this accruing cohort.
Collapse
Affiliation(s)
- William C Walker
- a Department of Physical Medicine & Rehabilitation , Virginia Commonwealth University , Richmond , VA , USA.,b Hunter Holmes McGuire VA Medical Center , Richmond , VA , USA
| | | | - William Carne
- a Department of Physical Medicine & Rehabilitation , Virginia Commonwealth University , Richmond , VA , USA.,b Hunter Holmes McGuire VA Medical Center , Richmond , VA , USA
| | - Tracy Nolen
- c RTI International, RTP , Durham , NC , USA
| | - David X Cifu
- a Department of Physical Medicine & Rehabilitation , Virginia Commonwealth University , Richmond , VA , USA.,b Hunter Holmes McGuire VA Medical Center , Richmond , VA , USA
| | - Elisabeth A Wilde
- d Michael E. DeBakey VA Medical Center , Houston , TX , USA.,e Baylor College of Medicine , Houston , TX , USA
| | - Harvey S Levin
- d Michael E. DeBakey VA Medical Center , Houston , TX , USA.,e Baylor College of Medicine , Houston , TX , USA
| | | | - Blessen C Eapen
- g Polytrauma Rehabilitation Center, South Texas Veterans Health Care System , San Antonio , TX , USA.,h Department of Rehabilitation Medicine , UT Health San Antonio , TX , USA
| | | |
Collapse
|