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Friberg S, Lindblad C, Zeiler FA, Zetterberg H, Granberg T, Svenningsson P, Piehl F, Thelin EP. Fluid biomarkers of chronic traumatic brain injury. Nat Rev Neurol 2024; 20:671-684. [PMID: 39363129 DOI: 10.1038/s41582-024-01024-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/10/2024] [Indexed: 10/05/2024]
Abstract
Traumatic brain injury (TBI) is a leading cause of long-term disability across the world. Evidence for the usefulness of imaging and fluid biomarkers to predict outcomes and screen for the need to monitor complications in the acute stage is steadily increasing. Still, many people experience symptoms such as fatigue and cognitive and motor dysfunction in the chronic phase of TBI, where objective assessments for brain injury are lacking. Consensus criteria for traumatic encephalopathy syndrome, a clinical syndrome possibly associated with the neurodegenerative disease chronic traumatic encephalopathy, which is commonly associated with sports concussion, have been defined only recently. However, these criteria do not fit all individuals living with chronic consequences of TBI. The pathophysiology of chronic TBI shares many similarities with other neurodegenerative and neuroinflammatory conditions, such as Alzheimer disease. As with Alzheimer disease, advancements in fluid biomarkers represent one of the most promising paths for unravelling the chain of pathophysiological events to enable discrimination between these conditions and, with time, provide prediction modelling and therapeutic end points. This Review summarizes fluid biomarker findings in the chronic phase of TBI (≥6 months after injury) that demonstrate the involvement of inflammation, glial biology and neurodegeneration in the long-term complications of TBI. We explore how the biomarkers associate with outcome and imaging findings and aim to establish mechanistic differences in biomarker patterns between types of chronic TBI and other neurodegenerative conditions. Finally, current limitations and areas of priority for future fluid biomarker research are highlighted.
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Affiliation(s)
- Susanna Friberg
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Neurology, Karolinska University Hospital, Stockholm, Sweden
| | - Caroline Lindblad
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden
- Department of Neurosurgery, Uppsala University Hospital, Uppsala, Sweden
| | - Frederick A Zeiler
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Section of Neurosurgery, Department of Surgery, University of Manitoba, Rady Faculty of Health Sciences, Winnipeg, Manitoba, Canada
- Department of Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, Manitoba, Canada
- Pan Am Clinic Foundation, Winnipeg, Manitoba, Canada
- Division of Anaesthesia, Department of Medicine, Addenbrooke's Hospital, University of Cambridge, Cambridge, UK
| | - Henrik Zetterberg
- UK Dementia Research Institute, University College London, London, UK
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Department of Neurodegenerative Disease, University College London, Queen Square Institute of Neurology, London, UK
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- Hong Kong Center for Neurodegenerative Diseases, Clear Water Bay, Hong Kong, China
- Wisconsin Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA
| | - Tobias Granberg
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Neuroradiology, Karolinska University Hospital, Stockholm, Sweden
| | - Per Svenningsson
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Neurology, Karolinska University Hospital, Stockholm, Sweden
- Department of Basic and Clinical Neuroscience, King's College London, London, UK
| | - Fredrik Piehl
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Neurology, Karolinska University Hospital, Stockholm, Sweden
| | - Eric P Thelin
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.
- Department of Neurology, Karolinska University Hospital, Stockholm, Sweden.
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Huang X, Zhu Z, Du M, Wu C, Fu J, Zhang J, Tan W, Wu B, Liu L, Liao ZB. FMOD Alleviates Depression-Like Behaviors by Targeting the PI3K/AKT/mTOR Signaling After Traumatic Brain Injury. Neuromolecular Med 2024; 26:24. [PMID: 38864941 PMCID: PMC11169026 DOI: 10.1007/s12017-024-08793-2] [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: 02/11/2024] [Accepted: 05/26/2024] [Indexed: 06/13/2024]
Abstract
Depression frequently occurs following traumatic brain injury (TBI). However, the role of Fibromodulin (FMOD) in TBI-related depression is not yet clear. Previous studies have suggested FMOD as a potential key factor in TBI, yet its association with depression post-TBI and underlying mechanisms are not well understood. Serum levels of FMOD were measured in patients with traumatic brain injury using qPCR. The severity of depression was assessed using the self-depression scale (SDS). Neurological function, depressive state, and cognitive function in mice were assessed using the modified Neurological Severity Score (mNSS), forced swimming test (FST), tail suspension test (TST), Sucrose Preference Test (SPT), and morris water maze (MWM). The morphological features of mouse hippocampal synapses and neuronal dendritic spines were revealed through immunofluorescence, transmission electron microscopy, and Golgi-Cox staining. The protein expression levels of FMOD, MAP2, SYP, and PSD95, as well as the phosphorylation levels of the PI3K/AKT/mTOR signaling pathway, were detected through Western blotting. FMOD levels were decreased in TBI patients' serum. Overexpression of FMOD preserved neuronal function and alleviated depression-like behaviour, increased synaptic protein expression, and induced ultrastructural changes in hippocampal neurons. The increased phosphorylation of PI3K, AKT, and mTOR suggested the involvement of the PI3K/AKT/mTOR signaling pathway in FMOD's protective effects. FMOD exhibits potential as a therapeutic target for depression related to TBI, with its protective effects potentially mediated through the PI3K/AKT/mTOR signaling pathway.
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Affiliation(s)
- Xuekang Huang
- Department of Neurosurgery, The First Affiliated Hospital of Chongqing Medical University, No. 1 Youyi Road, Yuanjiagang, Yuzhong District, Chongqing, 400016, China
| | - Ziyu Zhu
- Department of Neurosurgery, The First Affiliated Hospital of Chongqing Medical University, No. 1 Youyi Road, Yuanjiagang, Yuzhong District, Chongqing, 400016, China
| | - Mengran Du
- Department of Neurosurgery, The First Affiliated Hospital of Chongqing Medical University, No. 1 Youyi Road, Yuanjiagang, Yuzhong District, Chongqing, 400016, China
| | - Chenrui Wu
- Department of Neurosurgery, The First Affiliated Hospital of Chongqing Medical University, No. 1 Youyi Road, Yuanjiagang, Yuzhong District, Chongqing, 400016, China
| | - Jiayuanyuan Fu
- Department of Neurosurgery, The First Affiliated Hospital of Chongqing Medical University, No. 1 Youyi Road, Yuanjiagang, Yuzhong District, Chongqing, 400016, China
| | - Jie Zhang
- Department of Neurosurgery, The First Affiliated Hospital of Chongqing Medical University, No. 1 Youyi Road, Yuanjiagang, Yuzhong District, Chongqing, 400016, China
| | - Weilin Tan
- Department of Neurosurgery, The First Affiliated Hospital of Chongqing Medical University, No. 1 Youyi Road, Yuanjiagang, Yuzhong District, Chongqing, 400016, China
| | - Biying Wu
- Department of Neurosurgery, The First Affiliated Hospital of Chongqing Medical University, No. 1 Youyi Road, Yuanjiagang, Yuzhong District, Chongqing, 400016, China
| | - Lian Liu
- Department of Neurosurgery, The First Affiliated Hospital of Chongqing Medical University, No. 1 Youyi Road, Yuanjiagang, Yuzhong District, Chongqing, 400016, China
| | - Z B Liao
- Department of Neurosurgery, The First Affiliated Hospital of Chongqing Medical University, No. 1 Youyi Road, Yuanjiagang, Yuzhong District, Chongqing, 400016, China.
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Stępniewska E, Kałas M, Świderska J, Siemiński M. mTBI Biological Biomarkers as Predictors of Postconcussion Syndrome-Review. Brain Sci 2024; 14:513. [PMID: 38790491 PMCID: PMC11119822 DOI: 10.3390/brainsci14050513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 05/16/2024] [Accepted: 05/17/2024] [Indexed: 05/26/2024] Open
Abstract
Postconcussion syndrome (PCS) is one of the leading complications that may appear in patients after mild head trauma. Every day, thousands of people, regardless of age, gender, and race, are diagnosed in emergency departments due to head injuries. Traumatic Brain Injury (TBI) is a significant public health problem, impacting an estimated 1.5 million people in the United States and up to 69 million people worldwide each year, with 80% of these cases being mild. An analysis of the available research and a systematic review were conducted to search for a solution to predicting the occurrence of postconcussion syndrome. Particular biomarkers that can be examined upon admission to the emergency department after head injury were found as possible predictive factors of PCS development. Setting one unequivocal definition of PCS is still a challenge that causes inconsistent results. Neuron Specific Enolase (NSE), Glial Fibrillary Acidic Protein (GFAP), Ubiquitin C-terminal Hydrolase-L1 (UCH-L1), Serum Protein 100 B (s100B), and tau protein are found to be the best predictors of PCS development. The presence of all mentioned biomarkers is confirmed in severe TBI. All mentioned biomarkers are used as predictors of PCS. A combined examination of NSE, GFAP, UCH-1, S100B, and tau protein should be performed to detect mTBI and predict the development of PCS.
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Affiliation(s)
| | | | | | - Mariusz Siemiński
- Department of Emergency Medicine, Medical University of Gdansk, 80-435 Gdansk, Poland; (E.S.); (M.K.); (J.Ś.)
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Kocik VI, Dengler BA, Rizzo JA, Ma Moran M, Willis AM, April MD, Schauer SG. A Narrative Review of Existing and Developing Biomarkers in Acute Traumatic Brain Injury for Potential Military Deployed Use. Mil Med 2024; 189:e1374-e1380. [PMID: 37995274 DOI: 10.1093/milmed/usad433] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 08/31/2023] [Indexed: 11/25/2023] Open
Abstract
INTRODUCTION Traumatic brain injury (TBI) is a leading cause of morbidity and mortality in both adult civilian and military populations. Currently, diagnostic and prognostic methods are limited to imaging and clinical findings. Biomarker measurements offer a potential method to assess head injuries and help predict outcomes, which has a potential benefit to the military, particularly in the deployed setting where imaging modalities are limited. We determine how biomarkers such as ubiquitin C-terminal hydrolase-L1 (UCH-L1), glial fibrillary acidic protein (GFAP), S100B, neurofilament light chain (NFL), and tau proteins can offer important information to guide the diagnosis, acute management, and prognosis of TBI, specifically in military personnel. MATERIALS AND METHODS We performed a narrative review of peer-reviewed literature using online databases of Google Scholar and PubMed. We included articles published between 1988 and 2022. RESULTS We screened a total of 73 sources finding a total of 39 original research studies that met inclusion for this review. We found five studies that focused on GFAP, four studies that focused on UCH-L1, eight studies that focused on tau proteins, six studies that focused on NFL, and eight studies that focused on S100B. The remainder of the studies included more than one of the biomarkers of interest. CONCLUSIONS TBI occurs frequently in the military and civilian settings with limited methods to diagnose and prognosticate outcomes. We highlighted several promising biomarkers for these purposes including S100B, UCH-L1, NFL, GFAP, and tau proteins. S100B and UCH-L1 appear to have the strongest data to date, but further research is necessary. The robust data that explain the optimal timing and, more importantly, trending of these biomarker measurements are necessary before widespread application.
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Affiliation(s)
| | - Bradley A Dengler
- Walter Reed National Military Medical Center, Bethesda, MD, USA
- Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
| | - Julie A Rizzo
- Brooke Army Medical Center, JBSA Fort Sam Houston, TX, USA
- Department of Military and Emergency Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
| | | | | | - Michael D April
- Department of Military and Emergency Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
- 14th Field Hospital, Fort Stewart, GA 31314, USA
| | - Steven G Schauer
- Department of Military and Emergency Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD 20814, USA
- Departments of Anesthesiology and Emergency Medicine, University of Colorado School of Medicine, Aurora, CO 80045, USA
- Center for Combat and Battlefield (COMBAT) Research, University of Colorado School of Medicine, Aurora, CO 80045, USA
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Lange RT, Gill JM, Lippa SM, Hungerford L, Walker T, Kennedy J, Brickell TA, French LM. Elevated Serum Tau and UCHL-1 Concentrations Within 12 Months of Injury Predict Neurobehavioral Functioning 2 or More Years Following Traumatic Brain Injury: A Longitudinal Study. J Head Trauma Rehabil 2024; 39:196-206. [PMID: 37335195 DOI: 10.1097/htr.0000000000000877] [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: 06/21/2023]
Abstract
OBJECTIVE Blood-based biomarkers have received considerable attention for their diagnostic and prognostic value in the acute and postacute period following traumatic brain injury (TBI). The purpose of this study was to examine whether blood-based biomarker concentrations within the first 12 months of TBI can predict neurobehavioral outcome in the chronic phase of the recovery trajectory. SETTING Inpatient and outpatient wards from 3 military medical treatment facilities. PARTICIPANTS A total of 161 service members and veterans classified into 3 groups: ( a ) uncomplicated mild TBI (MTBI; n = 37), ( b ) complicated mild, moderate, severe, penetrating TBI combined (STBI; n = 46), and ( c ) controls (CTRL; n = 78). DESIGN Prospective longitudinal. MAIN MEASURES Participants completed 6 scales from the Traumatic Brain Injury Quality of Life (ie, Anger, Anxiety, Depression, Fatigue, Headaches, and Cognitive Concerns) within 12 months (baseline) and at 2 or more years (follow-up) post-injury. Serum concentrations of tau, neurofilament light, glial fibrillary acidic protein, and UCHL-1 at baseline were measured using SIMOA. RESULTS Baseline tau was associated with worse anger, anxiety, and depression in the STBI group at follow-up ( R2 = 0.101-0.127), and worse anxiety in the MTBI group ( R2 = 0.210). Baseline ubiquitin carboxyl-terminal hydrolase L1 (UCHL-1) was associated with worse anxiety and depression at follow-up in both the MTBI and STBI groups ( R2 Δ = 0.143-0.207), and worse cognitive concerns in the MTBI group ( R2 Δ = 0.223). CONCLUSIONS A blood-based panel including these biomarkers could be a useful tool for identifying individuals at risk of poor outcome following TBI.
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Affiliation(s)
- Rael T Lange
- Traumatic Brain Injury Center of Excellence, Silver Spring, Maryland (Drs Lange, Hungerford, Kennedy, Brickell, and French and Mr Walker); Walter Reed National Military Medical Center, Bethesda, Maryland (Drs Lange, Lippa, Brickell, and French); National Intrepid Center of Excellence, Bethesda, Maryland (Drs Lange, Lippa, Brickell, and French); General Dynamics Information Technology, Falls Church, Virginia (Drs Lange, Hungerford, Kennedy, and Brickell); Department of Psychiatry, University of British Columbia, Vancouver, Canada (Dr Lange); Department of Physical Medicine and Rehabilitation, University of the Health Sciences, Bethesda, Maryland (Drs Lange, Brickell, and French); Department of Neuroscience, University of the Health Sciences, Bethesda, Maryland (Dr Lippa); San Antonio Military Medical Center, San Antonio, Texas (Dr Kennedy); Naval Medical Center San Diego, San Diego, California (Dr Hungerford and Mr Walker); and Johns Hopkins University, Baltimore, Maryland (Dr Gill)
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Wolf EJ, Miller MW, Zhang R, Sherva R, Harrington KM, Fonda JR, Daskalakis NP, Gaziano JM, Logue MW. No Replication of Alzheimer's Disease Genetics as a Moderator of Combat Exposure's Association with PTSD risk in 138,592 Combat Veterans. NATURE. MENTAL HEALTH 2024; 2:553-561. [PMID: 39247144 PMCID: PMC11378975 DOI: 10.1038/s44220-024-00225-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 03/01/2024] [Indexed: 09/10/2024]
Abstract
Large-scale cohort and epidemiological studies suggest that posttraumatic stress disorder (PTSD) confers risk for late-onset Alzheimer's disease (AD) and related dementias (ADRD); however, the basis for this association remains unclear. Several prior studies of military Veterans have reported that carriers of the apolipoprotein E (APOE) ε4 gene variant are at heightened risk for the development of PTSD following combat exposure, suggesting that PTSD and ADRD may share some genetic risk. This cohort study was designed to further examine the hypothesis that ADRD genetic risk also confers risk for PTSD. To do so, we examined APOE ε4 and ε2 genotypes, an AD polygenic risk score (PRS), and other Veteran-relevant risk factors for PTSD in age-stratified groups of individuals of European (n = 123,372) and African (n = 15,220) ancestry in the US Department of Veterans Affairs' Million Veteran Program. Analyses revealed no significant main effect associations between the APOE ε4 (or ε2) genotype or the AD PRS on PTSD severity or diagnosis. There were also no significant interactions between measures of AD genetic risk and either combat exposure severity or history of head injury in association with PTSD in any age group. We conclude that the association between PTSD and the primary ADRD genetic risk factor, APOE ε4, that was reported previously was not replicable in the largest relevant dataset in the world. Thus, the epidemiological association between PTSD and ADRD is not likely to be driven by the major genetic factors underlying ADRD risk.
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Affiliation(s)
- Erika J Wolf
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, 02130, USA
- Boston University Chobanian & Avedisian School of Medicine, Department of Psychiatry, Boston, MA, 02118, USA
| | - Mark W Miller
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, 02130, USA
- Boston University Chobanian & Avedisian School of Medicine, Department of Psychiatry, Boston, MA, 02118, USA
| | - Rui Zhang
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, 02130, USA
| | - Richard Sherva
- Boston University Chobanian & Avedisian School of Medicine, Biomedical Genetics, Boston, MA, 02118, USA
| | - Kelly M Harrington
- Boston University Chobanian & Avedisian School of Medicine, Department of Psychiatry, Boston, MA, 02118, USA
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA, 02130, USA
| | - Jennifer R Fonda
- Boston University Chobanian & Avedisian School of Medicine, Department of Psychiatry, Boston, MA, 02118, USA
- Translational Research Center for TBI and Stress Disorders (TRACTS) and Geriatric Research, Educational and Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA, 02130, USA
- Harvard Medical School, Department of Psychiatry, Boston, MA, 02215, USA
| | - Nikolaos P Daskalakis
- Harvard Medical School, Department of Psychiatry, Boston, MA, 02215, USA
- McLean Hospital, Belmont, MA, 02478, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, 02142, USA
| | - J Michael Gaziano
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, MA, 02130, USA
- Division of Aging, Brigham & Women's Hospital, Harvard Medical School, Boston, Massachusetts, 02215, USA
| | - Mark W Logue
- National Center for PTSD, Behavioral Science Division, VA Boston Healthcare System, Boston, MA, 02130, USA
- Boston University Chobanian & Avedisian School of Medicine, Department of Psychiatry, Boston, MA, 02118, USA
- Boston University Chobanian & Avedisian School of Medicine, Biomedical Genetics, Boston, MA, 02118, USA
- Boston University School of Public Health, Department of Biostatistics, Boston, MA, 02118, USA
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Edwards KA, Lange RT, Lippa SM, Brickell TA, Gill JM, French LM. Serum GFAP, NfL, and tau concentrations are associated with worse neurobehavioral functioning following mild, moderate, and severe TBI: a cross-sectional multiple-cohort study. Front Neurol 2024; 14:1223960. [PMID: 38292036 PMCID: PMC10826119 DOI: 10.3389/fneur.2023.1223960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 10/05/2023] [Indexed: 02/01/2024] Open
Abstract
Introduction The purpose of this study was to examine whether blood-based biomarkers associate with neurobehavioral functioning at three time points following traumatic brain injury (TBI). Materials and methods Participants were 328 United States service members and veterans (SMVs) prospectively enrolled in the Defense and Veterans Brain Injury Center-Traumatic Brain Injury Center of Excellence (DVBIC-TBICoE) 15-Year Longitudinal TBI Study, recruited into three groups: uncomplicated mild TBI (MTBI, n = 155); complicated mild, moderate, severe TBI combined (STBI, n = 97); non-injured controls (NIC, n = 76). Participants were further divided into three cohorts based on time since injury (≤12 months, 3-5 years, and 8-10 years). Participants completed the Minnesota Multiphasic Personality Inventory-2-Restructured Format (MMPI-2-RF) and underwent blood draw to measure serum concentrations of glial fibrillary acidic protein (GFAP), neurofilament light (NfL), and tau. A total of 11 MMPI-2-RF scales were examined (e.g., depression, anxiety, anger, somatic, cognitive symptoms). Stepwise hierarchical regression models were conducted within each group. Results Significant associations were found between biomarkers and MMPI-2-RF scales (all p < 0.05; R2Δ > 0.10). GFAP was inversely related to (a) neurological complaints in the MTBI group at ≤12 months, (b) demoralization, anger proneness in the STBI group at ≤12 months, and (c) head pain complaints in the STBI group at 8-10 years. NfL was (a) related to low positive emotions in the NIC group; and inversely related to (b) demoralization, somatic complaints, neurological complaints, cognitive complaints in the MTBI group at ≤12 months, (c) demoralization in the STBI group at ≤12 months, and (d) demoralization, head pain complaints, stress/worry in the STBI group at 3-5 years. In the STBI group, there were meaningful findings (R2Δ > 0.10) for tau, NFL, and GFAP that did not reach statistical significance. Discussion Results indicate worse scores on some MMPI-2-RF scales (e.g., depression, stress/worry, neurological and head pain complaints) were associated with lower concentrations of serum GFAP, NfL, and tau in the sub-acute and chronic phase of the recovery trajectory up to 5 years post-injury, with a reverse trend observed at 8-10 years. Longitudinal studies are needed to help elucidate any patterns of association between blood-based biomarkers and neurobehavioral outcome over the recovery trajectory following TBI.
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Affiliation(s)
- Katie A. Edwards
- School of Nursing, Johns Hopkins University, Baltimore, MD, United States
| | - Rael T. Lange
- Traumatic Brain Injury Center of Excellence, Silver Spring, MD, United States
- Walter Reed National Military Medical Center, Bethesda, MD, United States
- National Intrepid Center of Excellence, Bethesda, MD, United States
- General Dynamics Information Technology, Silver Spring, MD, United States
- Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada
- Department of Physical Medicine and Rehabilitation, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Sara M. Lippa
- Walter Reed National Military Medical Center, Bethesda, MD, United States
- National Intrepid Center of Excellence, Bethesda, MD, United States
- Department of Neuroscience, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Tracey A. Brickell
- Traumatic Brain Injury Center of Excellence, Silver Spring, MD, United States
- Walter Reed National Military Medical Center, Bethesda, MD, United States
- National Intrepid Center of Excellence, Bethesda, MD, United States
- General Dynamics Information Technology, Silver Spring, MD, United States
- Department of Physical Medicine and Rehabilitation, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Jessica M. Gill
- School of Nursing, Johns Hopkins University, Baltimore, MD, United States
| | - Louis M. French
- Traumatic Brain Injury Center of Excellence, Silver Spring, MD, United States
- Walter Reed National Military Medical Center, Bethesda, MD, United States
- National Intrepid Center of Excellence, Bethesda, MD, United States
- Department of Physical Medicine and Rehabilitation, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
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Mikolić A, Steyerberg EW, Polinder S, Wilson L, Zeldovich M, von Steinbuechel N, Newcombe VF, Menon DK, van der Naalt J, Lingsma HF, Maas AI, van Klaveren D. Prognostic Models for Global Functional Outcome and Post-Concussion Symptoms Following Mild Traumatic Brain Injury: A Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) Study. J Neurotrauma 2023; 40:1651-1670. [PMID: 37078144 PMCID: PMC10458380 DOI: 10.1089/neu.2022.0320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/21/2023] Open
Abstract
After mild traumatic brain injury (mTBI), a substantial proportion of individuals do not fully recover on the Glasgow Outcome Scale Extended (GOSE) or experience persistent post-concussion symptoms (PPCS). We aimed to develop prognostic models for the GOSE and PPCS at 6 months after mTBI and to assess the prognostic value of different categories of predictors (clinical variables; questionnaires; computed tomography [CT]; blood biomarkers). From the Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) study, we included participants aged 16 or older with Glasgow Coma Score (GCS) 13-15. We used ordinal logistic regression to model the relationship between predictors and the GOSE, and linear regression to model the relationship between predictors and the Rivermead Post-concussion Symptoms Questionnaire (RPQ) total score. First, we studied a pre-specified Core model. Next, we extended the Core model with other clinical and sociodemographic variables available at presentation (Clinical model). The Clinical model was then extended with variables assessed before discharge from hospital: early post-concussion symptoms, CT variables, biomarkers, or all three categories (extended models). In a subset of patients mostly discharged home from the emergency department, the Clinical model was extended with 2-3-week post-concussion and mental health symptoms. Predictors were selected based on Akaike's Information Criterion. Performance of ordinal models was expressed as a concordance index (C) and performance of linear models as proportion of variance explained (R2). Bootstrap validation was used to correct for optimism. We included 2376 mTBI patients with 6-month GOSE and 1605 patients with 6-month RPQ. The Core and Clinical models for GOSE showed moderate discrimination (C = 0.68 95% confidence interval 0.68 to 0.70 and C = 0.70[0.69 to 0.71], respectively) and injury severity was the strongest predictor. The extended models had better discriminative ability (C = 0.71[0.69 to 0.72] with early symptoms; 0.71[0.70 to 0.72] with CT variables or with blood biomarkers; 0.72[0.71 to 0.73] with all three categories). The performance of models for RPQ was modest (R2 = 4% Core; R2 = 9% Clinical), and extensions with early symptoms increased the R2 to 12%. The 2-3-week models had better performance for both outcomes in the subset of participants with these symptoms measured (C = 0.74 [0.71 to 0.78] vs. C = 0.63[0.61 to 0.67] for GOSE; R2 = 37% vs. 6% for RPQ). In conclusion, the models based on variables available before discharge have moderate performance for the prediction of GOSE and poor performance for the prediction of PPCS. Symptoms assessed at 2-3 weeks are required for better predictive ability of both outcomes. The performance of the proposed models should be examined in independent cohorts.
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Affiliation(s)
- Ana Mikolić
- Department of Public Health, Erasmus MC-University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Ewout W. Steyerberg
- Department of Public Health, Erasmus MC-University Medical Center Rotterdam, Rotterdam, the Netherlands
- Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, the Netherlands
| | - Suzanne Polinder
- Department of Public Health, Erasmus MC-University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Lindsay Wilson
- Division of Psychology, University of Stirling, Stirling, United Kingdom
| | - Marina Zeldovich
- Institute of Medical Psychology and Medical Sociology, University Medical Center Göttingen, Georg-August-University, Göttingen, Germany
| | - Nicole von Steinbuechel
- Institute of Medical Psychology and Medical Sociology, University Medical Center Göttingen, Georg-August-University, Göttingen, Germany
| | - Virginia F.J. Newcombe
- Division of Anesthesia, Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| | - David K. Menon
- Division of Anesthesia, Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Joukje van der Naalt
- Department of Neurology, University of Groningen, University Medical Center Groningen, the Netherlands
| | - Hester F. Lingsma
- Department of Public Health, Erasmus MC-University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Andrew I.R. Maas
- Department of Neurosurgery, Antwerp University Hospital and University of Antwerp, Edegem, Belgium
| | - David van Klaveren
- Department of Public Health, Erasmus MC-University Medical Center Rotterdam, Rotterdam, the Netherlands
- Predictive Analytics and Comparative Effectiveness Center, Institute for Clinical Research and Health Policy Studies/Tufts Medical Center, Boston, Massachusetts, USA
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9
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Michalovicz LT, Kelly KA, Craddock TJA, O’Callaghan JP. A Projectile Concussive Impact Model Produces Neuroinflammation in Both Mild and Moderate-Severe Traumatic Brain Injury. Brain Sci 2023; 13:623. [PMID: 37190590 PMCID: PMC10136957 DOI: 10.3390/brainsci13040623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 04/03/2023] [Accepted: 04/04/2023] [Indexed: 05/17/2023] Open
Abstract
Traumatic brain injury (TBI) is a major cause of death and disability and is experienced by nearly 3 million people annually as a result of falls, vehicular accidents, or from being struck by or against an object. While TBIs can range in severity, the majority of injuries are considered to be mild. However, TBI of any severity has the potential to have long-lasting neurological effects, including headaches, cognitive/memory impairments, mood dysfunction, and fatigue as a result of neural damage and neuroinflammation. Here, we modified a projectile concussive impact (PCI) model of TBI to deliver a closed-head impact with variable severity dependent on the material of the ball-bearing projectile. Adult male Sprague Dawley rats were evaluated for neurobehavioral, neuroinflammatory, and neural damage endpoints both acutely and longer-term (up to 72 h) post-TBI following impact with either an aluminum or stainless-steel projectile. Animals that received TBI using the stainless-steel projectile exhibited outcomes strongly correlated to moderate-severe TBI, such as prolonged unconsciousness, impaired neurobehavior, increased risk for hematoma and death, as well as significant neuronal degeneration and neuroinflammation throughout the cortex, hippocampus, thalamus, and cerebellum. In contrast, rats that received TBI with the aluminum projectile exhibited characteristics more congruous with mild TBI, such as a trend for longer periods of unconsciousness in the absence of neurobehavioral deficits, a lack of neurodegeneration, and mild neuroinflammation. Moreover, alignment of cytokine mRNA expression from the cortex of these rats with a computational model of neuron-glia interaction found that the moderate-severe TBI produced by the stainless-steel projectile strongly associated with the neuroinflammatory state, while the mild TBI existed in a state between normal and inflammatory neuron-glia interactions. Thus, these modified PCI protocols are capable of producing TBIs that model the clinical and experimental manifestations associated with both moderate-severe and mild TBI producing relevant models for the evaluation of the potential underlying roles of neuroinflammation and other chronic pathophysiology in the long-term outcomes associated with TBI.
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Affiliation(s)
- Lindsay T. Michalovicz
- Health Effects Laboratory Division, National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Morgantown, WV 26508, USA
| | - Kimberly A. Kelly
- Health Effects Laboratory Division, National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Morgantown, WV 26508, USA
| | - Travis J. A. Craddock
- Institute for Neuro-Immune Medicine, Nova Southeastern University, Fort Lauderdale, FL 33314, USA
- Department of Clinical Immunology, College of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL 33314, USA
- Department of Psychology & Neuroscience, College of Psychology, Nova Southeastern University, Fort Lauderdale, FL 33314, USA
- Department of Computer Science, College of Engineering and Computing, Nova Southeastern University, Fort Lauderdale, FL 33314, USA
| | - James P. O’Callaghan
- Health Effects Laboratory Division, National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Morgantown, WV 26508, USA
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10
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Lange RT, Lippa S, Brickell TA, Gill J, French LM. Serum Tau, Neurofilament Light Chain, Glial Fibrillary Acidic Protein, and Ubiquitin Carboxyl-Terminal Hydrolase L1 Are Associated with the Chronic Deterioration of Neurobehavioral Symptoms after Traumatic Brain Injury. J Neurotrauma 2023; 40:482-492. [PMID: 36170576 DOI: 10.1089/neu.2022.0249] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The purpose of this study was to examine the association of serum tau, neurofilament light chain (NFL), glial fibrillary acidic protein (GFAP), and ubiquitin carboxy-terminal hydrolase L1 (UCHL-1) concentrations evaluated within the first 12 months after a military-related TBI, with longitudinal changes in neurobehavioral functioning extending two or more years post-injury. Participants were 84 United States service members and veterans (SMVs) prospectively enrolled in the Defense and Veterans Brain Injury Center of Excellence/Traumatic Brain Injury Center 15-Year Longitudinal TBI Study, separated into three discreet groups: (a) uncomplicated mild TBI (MTBI; n = 28), (b) complicated mild, moderate, severe, and penetrating TBI combined (STBI; n = 29], and (c) non-injured controls (NIC, n = 27). Participants completed a battery of self-report neurobehavioral symptom measures (e.g., depression, post-traumatic stress disorder [PTSD], post-concussion, anxiety, somatic, cognitive, and neurological symptoms) within 12 months of injury (baseline), and then again at two or more years post-injury (follow-up). At baseline, participants also completed a blood draw to determine serum concentrations of tau, NFL, GFAP, and UCHL-1 using an ultra-sensitivity assay method. In the MTBI and STBI groups (using hierarchical regression analyses), (1) baseline tau concentrations predicted the deterioration of neurobehavioral symptoms from baseline to follow-up on measures of anxiety, PTSD, depression, post-concussion, somatic, and neurological symptoms (accounting for 10-28% of the variance); (2) NFL predicted the deterioration of depression, post-concussion, somatic, cognitive, and neurological symptoms (10-32% variance); (3) GFAP predicted the deterioration of post-concussion, PTSD, depression, anxiety, somatic, neurological, and cognitive symptoms (11-43% variance); and (4) UCHL-1 predicted the deterioration of anxiety, somatic, and neurological symptoms (10-16% variance). In the NIC group, no meaningful associations were found between baseline biomarker concentrations and the deterioration of neurobehavioral symptoms on the majority of measures. This study reports that elevated tau, NFL, GFAP, and UCHL-1 concentrations within the first 12 months of injury are associated with the deterioration of neurobehavioral symptoms that extends to the chronic phase of recovery after a TBI. These findings suggest that a blood-based panel including these biomarkers could be a useful prognostic tool to identifying those individuals at risk of poor future outcome after TBI.
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Affiliation(s)
- Rael T Lange
- Traumatic Brain Injury Center of Excellence, Silver Spring, Maryland, USA.,Walter Reed National Military Medical Center, Bethesda, Maryland, USA.,National Intrepid Center of Excellence, Bethesda, Maryland, USA.,Contractor, General Dynamics Information Technology, Silver Spring, Maryland, USA.,University of British Columbia, Vancouver, Briish Columbia, Canada.,Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Sara Lippa
- Walter Reed National Military Medical Center, Bethesda, Maryland, USA.,National Intrepid Center of Excellence, Bethesda, Maryland, USA.,Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Tracey A Brickell
- Traumatic Brain Injury Center of Excellence, Silver Spring, Maryland, USA.,Walter Reed National Military Medical Center, Bethesda, Maryland, USA.,National Intrepid Center of Excellence, Bethesda, Maryland, USA.,Contractor, General Dynamics Information Technology, Silver Spring, Maryland, USA.,Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Jessica Gill
- Johns Hopkins University, Baltimore, Maryland, USA
| | - Louis M French
- Traumatic Brain Injury Center of Excellence, Silver Spring, Maryland, USA.,Walter Reed National Military Medical Center, Bethesda, Maryland, USA.,National Intrepid Center of Excellence, Bethesda, Maryland, USA.,Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
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11
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Hicks C, Dhiman A, Barrymore C, Goswami T. Traumatic Brain Injury Biomarkers, Simulations and Kinetics. Bioengineering (Basel) 2022; 9:612. [PMID: 36354523 PMCID: PMC9687153 DOI: 10.3390/bioengineering9110612] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 10/02/2022] [Accepted: 10/20/2022] [Indexed: 10/21/2023] Open
Abstract
This paper reviews the predictive capabilities of blood-based biomarkers to quantify traumatic brain injury (TBI). Biomarkers for concussive conditions also known as mild, to moderate and severe TBI identified along with post-traumatic stress disorder (PTSD) and chronic traumatic encephalopathy (CTE) that occur due to repeated blows to the head during one's lifetime. Since the pathways of these biomarkers into the blood are not fully understood whether there is disruption in the blood-brain barrier (BBB) and the time it takes after injury for the expression of the biomarkers to be able to predict the injury effectively, there is a need to understand the protein biomarker structure and other physical properties. The injury events in terms of brain and mechanics are a result of external force with or without the shrapnel, in the wake of a wave result in local tissue damage. Thus, these mechanisms express specific biomarkers kinetics of which reaches half-life within a few hours after injury to few days. Therefore, there is a need to determine the concentration levels that follow injury. Even though current diagnostics linking biomarkers with TBI severity are not fully developed, there is a need to quantify protein structures and their viability after injury. This research was conducted to fully understand the structures of 12 biomarkers by performing molecular dynamics simulations involving atomic movement and energies of forming hydrogen bonds. Molecular dynamics software, NAMD and VMD were used to determine and compare the approximate thermodynamic stabilities of the biomarkers and their bonding energies. Five biomarkers used clinically were S100B, GFAP, UCHL1, NF-L and tau, the kinetics obtained from literature show that the concentration values abruptly change with time after injury. For a given protein length, associated number of hydrogen bonds and bond energy describe a lower bound region where proteins self-dissolve and do not have long enough half-life to be detected in the fluids. However, above this lower bound, involving higher number of bonds and energy, we hypothesize that biomarkers will be viable to disrupt the BBB and stay longer to be modeled for kinetics for diagnosis and therefore may help in the discoveries of new biomarkers.
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Affiliation(s)
- Celeste Hicks
- Biomedical, Industrial and Human Factors Engineering, Wright State University, 3640 Col. Glen Hwy, Dayton, OH 45435, USA
| | - Akshima Dhiman
- Boonshoft School of Medicine, Wright State University, 3640 Col. Glen Hwy, Dayton, OH 45435, USA
| | - Chauntel Barrymore
- Boonshoft School of Medicine, Wright State University, 3640 Col. Glen Hwy, Dayton, OH 45435, USA
| | - Tarun Goswami
- Biomedical, Industrial and Human Factors Engineering, Wright State University, 3640 Col. Glen Hwy, Dayton, OH 45435, USA
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12
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Khan NA, Asim M, El-Menyar A, Biswas KH, Rizoli S, Al-Thani H. The evolving role of extracellular vesicles (exosomes) as biomarkers in traumatic brain injury: Clinical perspectives and therapeutic implications. Front Aging Neurosci 2022; 14:933434. [PMID: 36275010 PMCID: PMC9584168 DOI: 10.3389/fnagi.2022.933434] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Accepted: 09/09/2022] [Indexed: 11/13/2022] Open
Abstract
Developing effective disease-modifying therapies for neurodegenerative diseases (NDs) requires reliable diagnostic, disease activity, and progression indicators. While desirable, identifying biomarkers for NDs can be difficult because of the complex cytoarchitecture of the brain and the distinct cell subsets seen in different parts of the central nervous system (CNS). Extracellular vesicles (EVs) are heterogeneous, cell-derived, membrane-bound vesicles involved in the intercellular communication and transport of cell-specific cargos, such as proteins, Ribonucleic acid (RNA), and lipids. The types of EVs include exosomes, microvesicles, and apoptotic bodies based on their size and origin of biogenesis. A growing body of evidence suggests that intercellular communication mediated through EVs is responsible for disseminating important proteins implicated in the progression of traumatic brain injury (TBI) and other NDs. Some studies showed that TBI is a risk factor for different NDs. In terms of therapeutic potential, EVs outperform the alternative synthetic drug delivery methods because they can transverse the blood–brain barrier (BBB) without inducing immunogenicity, impacting neuroinflammation, immunological responses, and prolonged bio-distribution. Furthermore, EV production varies across different cell types and represents intracellular processes. Moreover, proteomic markers, which can represent a variety of pathological processes, such as cellular damage or neuroinflammation, have been frequently studied in neurotrauma research. However, proteomic blood-based biomarkers have short half-lives as they are easily susceptible to degradation. EV-based biomarkers for TBI may represent the complex genetic and neurometabolic abnormalities that occur post-TBI. These biomarkers are not caught by proteomics, less susceptible to degradation and hence more reflective of these modifications (cellular damage and neuroinflammation). In the current narrative and comprehensive review, we sought to discuss the contemporary knowledge and better understanding the EV-based research in TBI, and thus its applications in modern medicine. These applications include the utilization of circulating EVs as biomarkers for diagnosis, developments of EV-based therapies, and managing their associated challenges and opportunities.
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Affiliation(s)
- Naushad Ahmad Khan
- Clinical Research, Trauma Surgery Section, Department of Surgery, Hamad General Hospital, Doha, Qatar
| | - Mohammad Asim
- Clinical Research, Trauma Surgery Section, Department of Surgery, Hamad General Hospital, Doha, Qatar
| | - Ayman El-Menyar
- Clinical Research, Trauma Surgery Section, Department of Surgery, Hamad General Hospital, Doha, Qatar
- Department of Clinical Medicine, Weill Cornell Medical College, Doha, Qatar
- *Correspondence: Ayman El-Menyar
| | - Kabir H. Biswas
- Division of Biological and Biomedical Sciences, College of Health and Life Sciences, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar
| | - Sandro Rizoli
- Trauma Surgery Section, Department of Surgery, Hamad General Hospital, Doha, Qatar
| | - Hassan Al-Thani
- Trauma Surgery Section, Department of Surgery, Hamad General Hospital, Doha, Qatar
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13
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Neurovascular Unit-Derived Extracellular Vesicles: From Their Physiopathological Roles to Their Clinical Applications in Acute Brain Injuries. Biomedicines 2022; 10:biomedicines10092147. [PMID: 36140248 PMCID: PMC9495841 DOI: 10.3390/biomedicines10092147] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 08/26/2022] [Accepted: 08/28/2022] [Indexed: 11/16/2022] Open
Abstract
Extracellular vesicles (EVs) form a heterogeneous group of membrane-enclosed structures secreted by all cell types. EVs export encapsulated materials composed of proteins, lipids, and nucleic acids, making them a key mediator in cell–cell communication. In the context of the neurovascular unit (NVU), a tightly interacting multicellular brain complex, EVs play a role in intercellular communication and in maintaining NVU functionality. In addition, NVU-derived EVs can also impact peripheral tissues by crossing the blood–brain barrier (BBB) to reach the blood stream. As such, EVs have been shown to be involved in the physiopathology of numerous neurological diseases. The presence of NVU-released EVs in the systemic circulation offers an opportunity to discover new diagnostic and prognostic markers for those diseases. This review outlines the most recent studies reporting the role of NVU-derived EVs in physiological and pathological mechanisms of the NVU, focusing on neuroinflammation and neurodegenerative diseases. Then, the clinical application of EVs-containing molecules as biomarkers in acute brain injuries, such as stroke and traumatic brain injuries (TBI), is discussed.
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14
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Shi Y, Feng Y, Chen X, Ma L, Cao Z, Shang L, Zhao B, She N, Zhang Y, Si C, Liu H, Zhao J, Ren X. Serum neurofilament light reflects cognitive dysfunctions in children with obstructive sleep apnea. BMC Pediatr 2022; 22:449. [PMID: 35879699 PMCID: PMC9316320 DOI: 10.1186/s12887-022-03514-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Accepted: 07/21/2022] [Indexed: 12/03/2022] Open
Abstract
Background In children, obstructive sleep apnea (OSA) can cause cognitive dysfunctions. Amyloid-beta and tau are elevated in OSA. Neurofilament light (NfL) is a marker of neuro-axonal damage, but there are no reports of NfL for OSA. The objective was to investigate the serum levels of NfL and tau in children with or without OSA and explore their relationship with cognitive dysfunctions caused by OSA. Methods This retrospective case–control study included children diagnosed with adenoid tonsil hypertrophy from July 2017 to September 2019 at the Second Affiliated Hospital of Xi’an Jiaotong University. Correlations between cognitive scores and tau and NfL were examined. Results Fifty-six OSA and 49 non-OSA children were included. The serum NfL levels were higher in the OSA group (31.68 (27.29–36.07) pg/ml) than in the non-OSA group (19.13 (17.32–20.95) pg/ml) (P < 0.001). Moreover, NfL was correlated with the course of the disease, apnea–hypopnea index (AHI), obstructive apnea index (OAI), obstructive apnea–hypopnea index (OAHI), average oxygen saturation (SaO2), respiratory arousal index (RAI), and cognitive dysfunctions evaluated by the Chinese Wechsler Intelligence Scale for Children (C-WISC) (all P < 0.05). The area under the receiver operating characteristics curve (AUC) of NfL was 0.816 (95%CI: 0.736–0.897). Multiple regression analysis revealed that NfL was significantly associated with verbal intelligence quotient (VIQ), performance intelligence quotient (PIQ) and full-scale intelligence quotient (FIQ) (P < 0.001, respectively). Conclusions Serum NfL levels are associated with the severity of cognitive dysfunctions in children diagnosed with adenoid tonsil hypertrophy and might be a candidate noninvasive, objective marker to identify cognitive dysfunctions in children with OSA.
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Affiliation(s)
- Yewen Shi
- Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157, Xiwu Road, Xi'an, 710004, Shaanxi, People's Republic of China
| | - Yani Feng
- Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157, Xiwu Road, Xi'an, 710004, Shaanxi, People's Republic of China
| | - Xi Chen
- Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157, Xiwu Road, Xi'an, 710004, Shaanxi, People's Republic of China
| | - Lina Ma
- Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157, Xiwu Road, Xi'an, 710004, Shaanxi, People's Republic of China
| | - Zine Cao
- Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157, Xiwu Road, Xi'an, 710004, Shaanxi, People's Republic of China
| | - Lei Shang
- Department of Health Statistics, School of Public Health, The Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Bingjie Zhao
- Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157, Xiwu Road, Xi'an, 710004, Shaanxi, People's Republic of China
| | - Ningning She
- Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157, Xiwu Road, Xi'an, 710004, Shaanxi, People's Republic of China
| | - Yitong Zhang
- Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157, Xiwu Road, Xi'an, 710004, Shaanxi, People's Republic of China
| | - Chao Si
- Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157, Xiwu Road, Xi'an, 710004, Shaanxi, People's Republic of China
| | - Haiqin Liu
- Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157, Xiwu Road, Xi'an, 710004, Shaanxi, People's Republic of China
| | - Junjie Zhao
- Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157, Xiwu Road, Xi'an, 710004, Shaanxi, People's Republic of China.
| | - Xiaoyong Ren
- Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, No.157, Xiwu Road, Xi'an, 710004, Shaanxi, People's Republic of China.
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15
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Elliott JE, Keil AT, Mithani S, Gill JM, O’Neil ME, Cohen AS, Lim MM. Dietary Supplementation With Branched Chain Amino Acids to Improve Sleep in Veterans With Traumatic Brain Injury: A Randomized Double-Blind Placebo-Controlled Pilot and Feasibility Trial. Front Syst Neurosci 2022; 16:854874. [PMID: 35602971 PMCID: PMC9114805 DOI: 10.3389/fnsys.2022.854874] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 04/11/2022] [Indexed: 11/13/2022] Open
Abstract
Study Objectives Traumatic brain injury (TBI) is associated with chronic sleep disturbances and cognitive impairment. Our prior preclinical work demonstrated dietary supplementation with branched chain amino acids (BCAA: leucine, isoleucine, and valine), precursors to de novo glutamate production, restored impairments in glutamate, orexin/hypocretin neurons, sleep, and memory in rodent models of TBI. This pilot study assessed the feasibility and preliminary efficacy of dietary supplementation with BCAA on sleep and cognition in Veterans with TBI. Methods Thirty-two Veterans with TBI were prospectively enrolled in a randomized, double-blinded, placebo-controlled trial comparing BCAA (30 g, b.i.d. for 21-days) with one of two placebo arms (microcrystalline cellulose or rice protein, both 30 g, b.i.d. for 21-days). Pre- and post-intervention outcomes included sleep measures (questionnaires, daily sleep/study diaries, and wrist actigraphy), neuropsychological testing, and blood-based biomarkers related to BCAA consumption. Results Six subjects withdrew from the study (2/group), leaving 26 remaining subjects who were highly adherent to the protocol (BCAA, 93%; rice protein, 96%; microcrystalline, 95%; actigraphy 87%). BCAA were well-tolerated with few side effects and no adverse events. BCAA significantly improved subjective insomnia symptoms and objective sleep latency and wake after sleep onset on actigraphy. Conclusion Dietary supplementation with BCAA is a mechanism-based, promising intervention that shows feasibility, acceptability, and preliminary efficacy to treat insomnia and objective sleep disruption in Veterans with TBI. A larger scale randomized clinical trial is warranted to further evaluate the efficacy, dosing, and duration of BCAA effects on sleep and other related outcome measures in individuals with TBI. Clinical Trial Registration [http://clinicaltrials.gov/], identifier [NCT03990909].
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Affiliation(s)
- Jonathan E. Elliott
- VA Portland Health Care System, Portland, OR, United States,Department of Neurology, Oregon Health & Science University, Portland, OR, United States
| | | | - Sara Mithani
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, United States
| | - Jessica M. Gill
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, United States
| | - Maya E. O’Neil
- VA Portland Health Care System, Portland, OR, United States,Department of Psychiatry, Oregon Health & Science University, Portland, OR, United States,Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, OR, United States
| | - Akiva S. Cohen
- Perelman School of Medicine, Anesthesiology and Critical Care Medicine, University of Pennsylvania, Philadelphia, PA, United States,Anesthesiology, Children’s Hospital of Philadelphia, Joseph Stokes Research Institute, Philadelphia, PA, United States
| | - Miranda M. Lim
- VA Portland Health Care System, Portland, OR, United States,Department of Neurology, Oregon Health & Science University, Portland, OR, United States,Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR, United States,Department of Medicine, Division of Pulmonary and Critical Care Medicine, Oregon Health & Science University, Portland, OR, United States,Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, Portland, OR, United States,VA Portland Health Care System, National Center for Rehabilitation and Auditory Research, Portland, OR, United States,*Correspondence: Miranda M. Lim,
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16
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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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17
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Feasibility and preliminary efficacy for morning bright light therapy to improve sleep and plasma biomarkers in US Veterans with TBI. A prospective, open-label, single-arm trial. PLoS One 2022; 17:e0262955. [PMID: 35421086 PMCID: PMC9009710 DOI: 10.1371/journal.pone.0262955] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 12/20/2021] [Indexed: 11/19/2022] Open
Abstract
Mild traumatic brain injury (TBI) is associated with persistent sleep-wake dysfunction, including insomnia and circadian rhythm disruption, which can exacerbate functional outcomes including mood, pain, and quality of life. Present therapies to treat sleep-wake disturbances in those with TBI (e.g., cognitive behavioral therapy for insomnia) are limited by marginal efficacy, poor patient acceptability, and/or high patient/provider burden. Thus, this study aimed to assess the feasibility and preliminary efficacy of morning bright light therapy, to improve sleep in Veterans with TBI (NCT03578003). Thirty-three Veterans with history of TBI were prospectively enrolled in a single-arm, open-label intervention using a lightbox (~10,000 lux at the eye) for 60-minutes every morning for 4-weeks. Pre- and post-intervention outcomes included questionnaires related to sleep, mood, TBI, post-traumatic stress disorder (PTSD), and pain; wrist actigraphy as a proxy for objective sleep; and blood-based biomarkers related to TBI/sleep. The protocol was rated favorably by ~75% of participants, with adherence to the lightbox and actigraphy being ~87% and 97%, respectively. Post-intervention improvements were observed in self-reported symptoms related to insomnia, mood, and pain; actigraphy-derived measures of sleep; and blood-based biomarkers related to peripheral inflammatory balance. The severity of comorbid PTSD was a significant positive predictor of response to treatment. Morning bright light therapy is a feasible and acceptable intervention that shows preliminary efficacy to treat disrupted sleep in Veterans with TBI. A full-scale randomized, placebo-controlled study with longitudinal follow-up is warranted to assess the efficacy of morning bright light therapy to improve sleep, biomarkers, and other TBI related symptoms.
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Lippa SM, Gill J, Brickell TA, Guedes VA, French LM, Lange RT. Blood Biomarkers Predict Future Cognitive Decline after Military-Related Traumatic Brain Injury. Curr Alzheimer Res 2022; 19:351-363. [PMID: 35362372 DOI: 10.2174/1567205019666220330144432] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 11/19/2021] [Accepted: 01/24/2022] [Indexed: 11/22/2022]
Abstract
BACKGROUND Traumatic brain injury (TBI) has been associated with increased likelihood of late-life dementia; however, the mechanisms driving this relationship are elusive. Blood-based biomarkers may provide insight into these mechanisms and serve as useful prognostic indicators of cognitive recovery or decline following a TBI. OBJECTIVE The aim of this study was to examine blood biomarkers within one year of TBI and explore their relationship with cognitive decline. METHODS Service members and veterans (n=224) without injury (n=77), or with history of bodily injury (n=37), uncomplicated mild TBI (n=55), or more severe TBI (n=55), underwent a blood draw and neuropsychological assessment within one year of their injury as part of a case-control study. A subsample (n=87) completed follow-up cognitive assessment. RESULTS In the more severe TBI group, baseline glial fibrillary acidic protein (p=.008) and ubiquitin C-terminal hydrolase-L1 (p=.026) were associated with processing speed at baseline, and baseline ubiquitin C-terminal hydrolase-L1 predicted change in immediate (R2Δ=.244, p=.005) and delayed memory (R2Δ=.390, p=.003) over time. In the mild TBI group, higher baseline tau predicted greater negative change in perceptual reasoning (R2Δ=.188, p=.033) and executive functioning (R2Δ=.298, p=.007); higher baseline neurofilament light predicted greater negative change in perceptual reasoning (R2Δ=.211, p=.012). CONCLUSION Baseline ubiquitin C-terminal hydrolase-L1 strongly predicted memory decline in the more severe TBI group, while tau and neurofilament light strongly predicted decline in the mild TBI group. A panel including these biomarkers could be particularly helpful in identifying those at risk for future cognitive decline following TBI.
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Affiliation(s)
- Sara M Lippa
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Jessica Gill
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, USA
| | - Tracey A Brickell
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
- Defense and Veterans Brain Injury Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
- Uniformed Services University of the Health Sciences, Bethesda, MD, USA
- Contractor, General Dynamics Information Technology, Falls Church, VA, USA
- Centre of Excellence on Post-traumatic Stress Disorder, Ottawa, ON, Canada
| | - Vivian A Guedes
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, USA
| | - Louis M French
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
- Defense and Veterans Brain Injury Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
- Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Rael T Lange
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
- Defense and Veterans Brain Injury Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
- Contractor, General Dynamics Information Technology, Falls Church, VA, USA
- Centre of Excellence on Post-traumatic Stress Disorder, Ottawa, ON, Canada
- University of British Columbia, Vancouver, BC, Canada
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19
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Guedes VA, Lange RT, Lippa SM, Lai C, Greer K, Mithani S, Devoto C, A Edwards K, Wagner CL, Martin CA, Driscoll AE, Wright MM, Gillow KC, Baschenis SM, Brickell TA, French LM, Gill JM. Extracellular vesicle neurofilament light is elevated within the first 12-months following traumatic brain injury in a U.S military population. Sci Rep 2022; 12:4002. [PMID: 35256615 PMCID: PMC8901614 DOI: 10.1038/s41598-022-05772-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 06/14/2021] [Indexed: 12/19/2022] Open
Abstract
Traumatic brain injury (TBI) can be associated with long-term neurobehavioral symptoms. Here, we examined levels of neurofilament light chain (NfL) and glial fibrillary acidic protein (GFAP) in extracellular vesicles isolated from blood, and their relationship with TBI severity and neurobehavioral symptom reporting. Participants were 218 service members and veterans who sustained uncomplicated mild TBIs (mTBI, n = 107); complicated mild, moderate, or severe TBIs (smcTBI, n = 66); or Injured controls (IC, orthopedic injury without TBI, n = 45). Within one year after injury, but not after, NfL was higher in the smcTBI group than mTBI (p = 0.001, d = 0.66) and IC (p = 0.001, d = 0.35) groups, which remained after controlling for demographics and injury characteristics. NfL also discriminated the smcTBI group from IC (AUC:77.5%, p < 0.001) and mTBI (AUC:76.1%, p < 0.001) groups. No other group differences were observed for NfL or GFAP at either timepoint. NfL correlated with post-concussion symptoms (rs = - 0.38, p = 0.04) in the mTBI group, and with PTSD symptoms in mTBI (rs = - 0.43, p = 0.021) and smcTBI groups (rs = - 0.40, p = 0.024) within one year after injury, which was not confirmed in regression models. Our results suggest the potential of NfL, a protein previously linked to axonal damage, as a diagnostic biomarker that distinguishes TBI severity within the first year after injury.
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Affiliation(s)
- Vivian A Guedes
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, 20814, USA
| | - Rael T Lange
- Traumatic Brain Injury Center of Excellence, Silver Spring, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
- General Dynamics Information Technology, Falls Church, VA, USA
- University of British Columbia, Vancouver, BC, Canada
| | - Sara M Lippa
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Chen Lai
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, 20814, USA
| | - Kisha Greer
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, 20814, USA
| | - Sara Mithani
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, 20814, USA
| | - Christina Devoto
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, 20814, USA
| | - Katie A Edwards
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, 20814, USA
| | - Chelsea L Wagner
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, 20814, USA
| | - Carina A Martin
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, 20814, USA
| | - Angela E Driscoll
- Traumatic Brain Injury Center of Excellence, Silver Spring, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Megan M Wright
- Traumatic Brain Injury Center of Excellence, Silver Spring, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
- General Dynamics Information Technology, Falls Church, VA, USA
| | - Kelly C Gillow
- Traumatic Brain Injury Center of Excellence, Silver Spring, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
- General Dynamics Information Technology, Falls Church, VA, USA
| | - Samantha M Baschenis
- Traumatic Brain Injury Center of Excellence, Silver Spring, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
- General Dynamics Information Technology, Falls Church, VA, USA
| | - Tracey A Brickell
- Traumatic Brain Injury Center of Excellence, Silver Spring, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
- General Dynamics Information Technology, Falls Church, VA, USA
- University of British Columbia, Vancouver, BC, Canada
| | - Louis M French
- Traumatic Brain Injury Center of Excellence, Silver Spring, MD, USA
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
- Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Jessica M Gill
- National Institutes of Health, National Institute of Nursing Research, Bethesda, MD, 20814, USA.
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20
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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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21
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Sass D, Guedes VA, Smith EG, Vorn R, Devoto C, Edwards KA, Mithani S, Hentig J, Lai C, Wagner C, Dunbar K, Hyde DR, Saligan L, Roy MJ, Gill J. Sex Differences in Behavioral Symptoms and the Levels of Circulating GFAP, Tau, and NfL in Patients With Traumatic Brain Injury. Front Pharmacol 2021; 12:746491. [PMID: 34899299 PMCID: PMC8662747 DOI: 10.3389/fphar.2021.746491] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Accepted: 11/08/2021] [Indexed: 12/13/2022] Open
Abstract
Traumatic brain injury (TBI) affects millions of Americans each year and has been shown to disproportionately impact those subject to greater disparities in health. Female sex is one factor that has been associated with disparities in health outcomes, including in TBI, but sex differences in biomarker levels and behavioral outcomes after TBI are underexplored. This study included participants with both blunt and blast TBI with majority rating their TBI as mild. Time since injury was 5.4 (2.0, 15.5) years for females and 6.8 (2.4, 11.3) years for males. The aim of this cross sectional study is to investigate the relationship between postconcussive, depression, and post-traumatic stress disorder (PTSD) symptoms, as well as health related quality of life (HRQOL), and the levels of glial fibrillary acidic protein (GFAP), total tau (t-tau), neurofilament light chain (NfL), and ubiquitin C-terminal hydrolase-L1 (UCH-L1). Behavioral outcomes were evaluated with the Neurobehavioral Symptom Inventory (NSI), Patient Health Questionnaire-9 (PHQ-9), PTSD Checklist- Civilian Version (PCL-C), short form (SF)-36, and plasma levels of total tau, GFAP, NfL, and UCHL-1 measured with the Simoa-HDX. We observed that females had significantly higher levels of GFAP and tau (ps < 0.05), and higher PHQ-9 scores, NSI total scores, NSI- vestibular, NSI-somatosensory, NSI-affective sub-scale scores (ps < 0.05)), than males. In addition, females had lower scores in HRQOL outcomes of role limitations due to emotional problems, vitality, emotional well-being, social functioning, and pain compared to males (ps < 0.05). Correlation analysis showed positive associations between levels of tau and the NSI-total and NSI-cognitive sub-scale scores (ps < 0.05) in females. No significant associations were found for NfL or GFAP with NSI scores. For female participants, negative correlations were observed between tau and NfL concentrations and the SF-36 physical function subscale (ps < 0.05), as well as tau and the social function subscale (p < 0.001), while GFAP levels positively correlated with role limitations due to emotional problems (p = 0.004). No significant associations were observed in males. Our findings suggest that sex differences exist in TBI-related behavioral outcomes, as well as levels of biomarkers associated with brain injury, and that the relationship between biomarker levels and behavioral outcomes is more evident in females than males. Future studies are warranted to corroborate these results, and to determine the implications for prognosis and treatment. The identification of candidate TBI biomarkers may lead to development of individualized treatment guidelines.
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Affiliation(s)
- Dilorom Sass
- National Institutes of Nursing Research, NIH, Bethesda, MD, United States
| | - Vivian A. Guedes
- National Institutes of Nursing Research, NIH, Bethesda, MD, United States
| | - Ethan G. Smith
- National Institutes of Nursing Research, NIH, Bethesda, MD, United States
| | - Rany Vorn
- National Institutes of Nursing Research, NIH, Bethesda, MD, United States
| | - Christina Devoto
- National Institutes of Nursing Research, NIH, Bethesda, MD, United States
- Henry M. Jackson Foundation, Bethesda, MD, United States
| | - Katie A. Edwards
- National Institutes of Nursing Research, NIH, Bethesda, MD, United States
| | - Sara Mithani
- National Institutes of Nursing Research, NIH, Bethesda, MD, United States
| | - James Hentig
- Department of Biological Sciences, Notre Dame, IN, United States
- Center for Stem Cells and Regenerative Medicine, Galvin Life Sciences, University of Notre Dame, Notre Dame, IN, United States
| | - Chen Lai
- National Institutes of Nursing Research, NIH, Bethesda, MD, United States
| | - Chelsea Wagner
- National Institutes of Nursing Research, NIH, Bethesda, MD, United States
| | - Kerri Dunbar
- Henry M. Jackson Foundation, Bethesda, MD, United States
- Center for Neuroscience and Regenerative Medicine, Rockville, MD, United States
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - David R. Hyde
- Department of Biological Sciences, Notre Dame, IN, United States
- Center for Stem Cells and Regenerative Medicine, Galvin Life Sciences, University of Notre Dame, Notre Dame, IN, United States
| | - Leorey Saligan
- National Institutes of Nursing Research, NIH, Bethesda, MD, United States
| | - Michael J. Roy
- Center for Neuroscience and Regenerative Medicine, Rockville, MD, United States
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Jessica Gill
- National Institutes of Nursing Research, NIH, Bethesda, MD, United States
- Center for Neuroscience and Regenerative Medicine, Rockville, MD, United States
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22
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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: 54] [Impact Index Per Article: 18.0] [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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23
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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: 21] [Impact Index Per Article: 7.0] [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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24
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Pattinson CL, Guedes VA, Edwards K, Mithani S, Yun S, Taylor P, Dunbar K, Kim HS, Lai C, Roy MJ, Gill JM. Excessive daytime sleepiness is associated with altered gene expression in military personnel and veterans with posttraumatic stress disorder: an RNA sequencing study. Sleep 2021; 43:5802516. [PMID: 32191323 DOI: 10.1093/sleep/zsaa036] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Revised: 02/11/2020] [Indexed: 11/13/2022] Open
Abstract
STUDY OBJECTIVES Posttraumatic stress disorder (PTSD) is a common condition for military personnel and veterans. PTSD has been shown to impact gene expression, however, to date no study has examined comorbid conditions which may also impact gene expression, for example, excessive daytime sleepiness (EDS). As such, this study sought to examine gene expression using RNA sequencing across three group comparisons of military personnel and veterans: (1) PTSD with EDS (PTSDwEDS) versus PTSD without EDS (PTSDw/outEDS), (2) Controls (no PTSD or EDS) versus PTSDwEDS, and (3) Controls versus PTSDw/outEDS. METHODS We performed experimental RNA-seq using Illumina's HiSeq 2500 Sequencing System. We also used Ingenuity Pathway Analysis (IPA), a bioinformatics application, to identify gene pathways and networks which may be disrupted. RESULTS There were only two genes that were significantly dysregulated between the Controls and PTSDw/outEDS, therefore IPA analysis was not conducted. However, comparisons revealed that there was significant gene dysregulation between Controls and the PTSDwEDS (251 genes), and the PTSDwEDS versus the PTSDw/outEDS (1,873 genes) groups. Four candidate networks were identified via the IPA software for analysis. Significantly dysregulated genes across the four candidate networks were associated with sleep and circadian function, metabolism, mitochondrial production and function, ubiquitination, and the glutamate system. CONCLUSIONS These results suggest that PTSD with concurrent EDS is associated with gene dysregulation. This dysregulation may present additional biological and health consequences for these military personnel and veterans. Further research, to track these gene changes over time and to determine the cause of the EDS reported, is vital.
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Affiliation(s)
- Cassandra L Pattinson
- National Institutes of Nursing Research, National Institutes of Health, Bethesda, MD.,Institute for Social Science Research, University of Queensland, Indooroopilly, Queensland, Australia
| | - Vivian A Guedes
- National Institutes of Nursing Research, National Institutes of Health, Bethesda, MD
| | - Katie Edwards
- National Institutes of Nursing Research, National Institutes of Health, Bethesda, MD.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD
| | - Sara Mithani
- National Institutes of Nursing Research, National Institutes of Health, Bethesda, MD
| | - Sijung Yun
- National Institutes of Nursing Research, National Institutes of Health, Bethesda, MD.,Yotta Biomed, LLC, Bethesda, MD
| | - Patricia Taylor
- Institute for Social Science Research, University of Queensland, Indooroopilly, Queensland, Australia.,Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Kerri Dunbar
- Institute for Social Science Research, University of Queensland, Indooroopilly, Queensland, Australia.,Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Hyung-Suk Kim
- National Institutes of Nursing Research, National Institutes of Health, Bethesda, MD
| | - Chen Lai
- National Institutes of Nursing Research, National Institutes of Health, Bethesda, MD
| | - Michael J Roy
- Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD.,Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Jessica M Gill
- National Institutes of Nursing Research, National Institutes of Health, Bethesda, MD
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25
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Thangavelu B, Boutté AM. Single Molecule Assay for Ultrasensitive Detection of Cathepsin B in Human Blood. ACS OMEGA 2021; 6:9609-9616. [PMID: 33869941 PMCID: PMC8047647 DOI: 10.1021/acsomega.1c00180] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Accepted: 02/19/2021] [Indexed: 05/23/2023]
Abstract
Cathepsin B (catB) is a lysosomal cysteine protease expressed in several cells and organs, where it plays a role in protein degradation and turnover. Extracellular, secreted catB has utility as a biomarker for a host of pathological or physiological states, including a myriad of cancers or neurological diseases and injuries. Analytical or diagnostic assessment may be limited by biological sample volume availability. Pathologically relevant changes in catB levels may occur at low-moderate concentrations that require accurate measurement to differentiate from basal levels. Furthermore, biological samples like plasma and serum, often occlude accurate catB measurements because of background and high variance, vastly limiting the ability to detect catB as a peripheral biomarker. Techniques for ultrasensitive protein detection that require low volumes of sample are necessary. To overcome these challenges, a digital enzyme-linked immunosorbent assay (ELISA) was developed for differential detection of catB within less than 5 μL of serum and plasma using the single molecule array (SiMoA) platform, which offers 1000-times more sensitivity and vastly reduced variance compared to colorimetric tests. In buffer, curve-fitting estimated the limit of detection (LoD) to be ∼1.56 and ∼8.47 pg/mL using two-step or three-step assay configurations, respectively. After correcting for endogenous levels, the estimated LoD was ∼4.7 pg/mL in the serum or plasma with the two-step assay. The lower limit of quantitation was ∼2.3 pg/mL in the buffer and ∼9.4 pg/mL in the serum or plasma, indicting the ability to measure small changes above endogenous levels within blood samples.
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26
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Lippa SM, Werner JK, Miller MC, Gill JM, Diaz-Arrastia R, Kenney K. Recent Advances in Blood-Based Biomarkers of Remote Combat-Related Traumatic Brain Injury. Curr Neurol Neurosci Rep 2020; 20:54. [PMID: 32984931 DOI: 10.1007/s11910-020-01076-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/17/2020] [Indexed: 12/23/2022]
Abstract
PURPOSE OF REVIEW Traumatic brain injury (TBI) is highly prevalent among service members and Veterans (SMVs) and associated with changes in blood-based biomarkers. This manuscript reviews candidate biomarkers months/years following military-associated TBI. RECENT FINDINGS Several blood-based biomarkers have been investigated for diagnostic or prognostic use to inform care years after military-associated TBI. The most promising include increased levels of plasma/serum and exosomal proteins reflecting neuronal, axonal and/or vascular injury, and inflammation, as well as altered microRNA expression and auto-antibodies of central nervous system markers. Diagnostic and prognostic biomarkers of remote TBI outcomes remain in the discovery phase. Current evidence does not yet support single or combination biomarkers for clinical diagnostic use remotely after injury, but there are promising candidates that require validation in larger, longitudinal studies. The use of prognostic biomarkers of future neurodegeneration, however, holds much promise and could improve treatments and/or preventive measures for serious TBI outcomes.
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Affiliation(s)
- Sara M Lippa
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - J Kent Werner
- Department of Neurology, Uniformed Services University of the Health Sciences, Bethesda, MD, USA.,Sleep Medicine, WRNMMC, Bethesda, MD, USA.,CNRM, USUHS, Bethesda, MD, USA
| | - Matthew C Miller
- Department of Neurology, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Jessica M Gill
- CNRM, USUHS, Bethesda, MD, USA.,Brain Tissue Injury, NINR, NIH, Bethesda, MD, USA
| | - Ramon Diaz-Arrastia
- Department of Neurology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA
| | - Kimbra Kenney
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, MD, USA. .,Department of Neurology, Uniformed Services University of the Health Sciences, Bethesda, MD, USA.
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Pattinson CL, Meier TB, Guedes VA, Lai C, Devoto C, Haight T, Broglio SP, McAllister T, Giza C, Huber D, Harezlak J, Cameron K, McGinty G, Jackson J, Guskiewicz K, Mihalik J, Brooks A, Duma S, Rowson S, Nelson LD, Pasquina P, McCrea M, Gill JM. Plasma Biomarker Concentrations Associated With Return to Sport Following Sport-Related Concussion in Collegiate Athletes-A Concussion Assessment, Research, and Education (CARE) Consortium Study. JAMA Netw Open 2020; 3:e2013191. [PMID: 32852552 PMCID: PMC7453307 DOI: 10.1001/jamanetworkopen.2020.13191] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
IMPORTANCE Identifying plasma biomarkers associated with the amount of time an athlete may need before they return to sport (RTS) following a sport-related concussion (SRC) is important because it may help to improve the health and safety of athletes. OBJECTIVE To examine whether plasma biomarkers can differentiate collegiate athletes who RTS in less than 14 days or 14 days or more following SRC. DESIGN, SETTING, AND PARTICIPANTS This multicenter prospective diagnostic study, conducted by the National Collegiate Athletics Association-Department of Defense Concussion Assessment, Research, and Education Consortium, included 127 male and female athletes who had sustained an SRC while enrolled at 6 Concussion Assessment, Research, and Education Consortium Advanced Research Core sites as well as 2 partial-Advanced Research Core military service academies. Data were collected between February 2015 and May 2018. Athletes with SRC completed clinical testing and blood collection at preseason (baseline), postinjury (0-21 hours), 24 to 48 hours postinjury, time of symptom resolution, and 7 days after unrestricted RTS. MAIN OUTCOMES AND MEASURES A total of 3 plasma biomarkers (ie, total tau protein, glial fibrillary acidic protein [GFAP], and neurofilament light chain protein [Nf-L]) were measured using an ultrasensitive single molecule array technology and were included in the final analysis. RTS was examined between athletes who took less than 14 days vs those who took 14 days or more to RTS following SRC. Linear mixed models were used to identify significant interactions between period by RTS group. Area under the receiver operating characteristic curve analyses were conducted to examine whether these plasma biomarkers could discriminate between RTS groups. RESULTS The 127 participants had a mean (SD) age of 18.9 (1.3) years, and 97 (76.4%) were men; 65 (51.2%) took less than 14 days to RTS, and 62 (48.8%) took 14 days or more to RTS. Linear mixed models identified significant associations for both mean (SE) plasma total tau (24-48 hours postinjury, <14 days RTS vs ≥14 days RTS: -0.65 [0.12] pg/mL vs -0.14 [0.14] pg/mL; P = .008) and GFAP (postinjury, 14 days RTS vs ≥14 days RTS: 4.72 [0.12] pg/mL vs 4.39 [0.11] pg/mL; P = .04). Total tau at the time of symptom resolution had acceptable discrimination power (area under the receiver operating characteristic curve, 0.75; 95% CI, 0.63-0.86; P < .001). We also examined a combined plasma biomarker panel that incorporated Nf-L, GFAP, and total tau at each period to discriminate RTS groups. Although the analyses did reach significance at each time period when combined, results indicated that they were poor at distinguishing the groups (area under the receiver operating characteristic curve, <0.7). CONCLUSIONS AND RELEVANCE The findings of this study suggest that measures of total tau and GFAP may identify athletes who will require more time to RTS. However, further research is needed to improve our ability to determine recovery following an SRC.
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Affiliation(s)
- Cassandra L Pattinson
- National Institute of Nursing Research, National Institutes of Health, Bethesda, Maryland
- Institute for Social Science Research, University of Queensland, Brisbane
| | - Timothy B Meier
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee
| | - Vivian A Guedes
- National Institute of Nursing Research, National Institutes of Health, Bethesda, Maryland
| | - Chen Lai
- National Institute of Nursing Research, National Institutes of Health, Bethesda, Maryland
| | - Christina Devoto
- National Institute of Nursing Research, National Institutes of Health, Bethesda, Maryland
| | - Thaddeus Haight
- Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, Maryland
| | | | - Thomas McAllister
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis
| | - Christopher Giza
- Department of Neurosurgery and Pediatrics, UCLA Steve Tisch BrainSPORT Program, University of California, Los Angeles
| | - Daniel Huber
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee
| | - Jaroslaw Harezlak
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University, Bloomington
| | | | | | | | - Kevin Guskiewicz
- Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, Department of Exercise and Sport Science, University of North Carolina, Chapel Hill
| | - Jason Mihalik
- Matthew Gfeller Sport-Related Traumatic Brain Injury Research Center, Department of Exercise and Sport Science, University of North Carolina, Chapel Hill
| | - Alison Brooks
- Department of Orthopedics and Sports Medicine, School of Medicine and Public Health, University of Wisconsin-Madison
| | - Stefan Duma
- Department of Biomedical Engineering, Virginia Tech, Blacksburg
| | - Steven Rowson
- Department of Biomedical Engineering, Virginia Tech, Blacksburg
| | - Lindsay D Nelson
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee
| | - Paul Pasquina
- Department of Physical Medicine and Rehabilitation, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Michael McCrea
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee
| | - Jessica M Gill
- National Institute of Nursing Research, National Institutes of Health, Bethesda, Maryland
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Guedes VA, Devoto C, Leete J, Sass D, Acott JD, Mithani S, Gill JM. Extracellular Vesicle Proteins and MicroRNAs as Biomarkers for Traumatic Brain Injury. Front Neurol 2020; 11:663. [PMID: 32765398 PMCID: PMC7378746 DOI: 10.3389/fneur.2020.00663] [Citation(s) in RCA: 57] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Accepted: 06/02/2020] [Indexed: 12/12/2022] Open
Abstract
Traumatic brain injury (TBI) is a heterogeneous condition, associated with diverse etiologies, clinical presentations and degrees of severity, and may result in chronic neurobehavioral sequelae. The field of TBI biomarkers is rapidly evolving to address the many facets of TBI pathology and improve its clinical management. Recent years have witnessed a marked increase in the number of publications and interest in the role of extracellular vesicles (EVs), which include exosomes, cell signaling, immune responses, and as biomarkers in a number of pathologies. Exosomes have a well-defined lipid bilayer with surface markers that reflect the cell of origin and an aqueous core that contains a variety of biological material including proteins (e.g., cytokines and growth factors) and nucleic acids (e.g., microRNAs). The presence of proteins associated with neurodegenerative changes such as amyloid-β, α-synuclein and phosphorylated tau in exosomes suggests a role in the initiation and propagation of neurological diseases. However, mechanisms of cell communication involving exosomes in the brain and their role in TBI pathology are poorly understood. Exosomes are promising TBI biomarkers as they can cross the blood-brain barrier and can be isolated from peripheral fluids, including serum, saliva, sweat, and urine. Exosomal content is protected from enzymatic degradation by exosome membranes and reflects the internal environment of their cell of origin, offering insights into tissue-specific pathological processes. Challenges in the clinical use of exosomal cargo as biomarkers include difficulty in isolating pure exosomes, variable yields of the isolation processes, quantification of vesicles, and lack of specificity of exosomal markers. Moreover, there is no consensus regarding nomenclature and characteristics of EV subtypes. In this review, we discuss current technical limitations and challenges of using exosomes and other EVs as blood-based biomarkers, highlighting their potential as diagnostic and prognostic tools in TBI.
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Affiliation(s)
- Vivian A Guedes
- National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, United States
| | - Christina Devoto
- National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, United States
| | - Jacqueline Leete
- National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, United States
| | - Delia Sass
- National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, United States
| | - Jedidiah D Acott
- 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
| | - Jessica M Gill
- National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, United States
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29
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Guedes VA, Kenney K, Shahim P, Qu BX, Lai C, Devoto C, Walker WC, Nolen T, Diaz-Arrastia R, Gill JM. Exosomal neurofilament light: A prognostic biomarker for remote symptoms after mild traumatic brain injury? Neurology 2020; 94:e2412-e2423. [PMID: 32461282 PMCID: PMC7455370 DOI: 10.1212/wnl.0000000000009577] [Citation(s) in RCA: 77] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Accepted: 12/02/2019] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVE To measure exosomal and plasma levels of candidate blood biomarkers in veterans with history of mild traumatic brain injury (mTBI) and test their relationship with chronic symptoms. METHODS Exosomal and plasma levels of neurofilament light (NfL) chain, tumor necrosis factor (TNF)-α, interleukin (IL)-6, IL-10, and vascular endothelial growth factor (VEGF) were measured using an ultrasensitive assay in a cohort of 195 veterans, enrolled in the Chronic Effects of Neurotrauma Consortium Longitudinal Study. We examined relationships between candidate biomarkers and symptoms of postconcussive syndrome (PCS), posttraumatic stress disorder (PTSD), and depression. Biomarker levels were compared among those with no traumatic brain injury (TBI) (controls), 1-2 mTBIs, and repetitive (3 or more) mTBIs. RESULTS Elevated exosomal and plasma levels of NfL were associated with repetitive mTBIs and with chronic PCS, PTSD, and depression symptoms. Plasma TNF-α levels correlated with PCS and PTSD symptoms. The total number of mTBIs correlated with exosomal and plasma NfL levels and plasma IL-6. Increased number of years since the most recent TBI correlated with higher exosomal NfL and lower plasma IL-6 levels, while increased number of years since first TBI correlated with higher levels of exosomal and plasma NfL, as well as plasma TNF-α and VEGF. CONCLUSION Repetitive mTBIs are associated with elevated exosomal and plasma levels of NfL, even years following these injuries, with the greatest elevations in those with chronic PCS, PTSD, and depression symptoms. Our results suggest a possible neuroinflammatory and axonal disruptive basis for symptoms that persist years after mTBI, especially repetitive.
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Affiliation(s)
- Vivian A Guedes
- From the National Institute of Nursing Research (V.A.G., C.L., C.D., J.M.G.), National Institute of Neurological Disorders and Stroke (P.S.), and Center for Neuroscience and Regenerative Medicine (P.S., J.M.G.) and Department of Neurology (K.K., B.-X.Q.), Uniformed Services University of the Health Sciences, NIH; Walter Reed National Military Medical Center (K.K.), National Intrepid Center of Excellence, Bethesda, MD; Department of Physical Medicine & Rehabilitation (W.C.W.), Virginia Commonwealth University, Richmond; RTI International (T.N.), Research Triangle Park, NC; and Department of Neurology (R.D.-A.), University of Pennsylvania, Philadelphia
| | - Kimbra Kenney
- From the National Institute of Nursing Research (V.A.G., C.L., C.D., J.M.G.), National Institute of Neurological Disorders and Stroke (P.S.), and Center for Neuroscience and Regenerative Medicine (P.S., J.M.G.) and Department of Neurology (K.K., B.-X.Q.), Uniformed Services University of the Health Sciences, NIH; Walter Reed National Military Medical Center (K.K.), National Intrepid Center of Excellence, Bethesda, MD; Department of Physical Medicine & Rehabilitation (W.C.W.), Virginia Commonwealth University, Richmond; RTI International (T.N.), Research Triangle Park, NC; and Department of Neurology (R.D.-A.), University of Pennsylvania, Philadelphia.
| | - Pashtun Shahim
- From the National Institute of Nursing Research (V.A.G., C.L., C.D., J.M.G.), National Institute of Neurological Disorders and Stroke (P.S.), and Center for Neuroscience and Regenerative Medicine (P.S., J.M.G.) and Department of Neurology (K.K., B.-X.Q.), Uniformed Services University of the Health Sciences, NIH; Walter Reed National Military Medical Center (K.K.), National Intrepid Center of Excellence, Bethesda, MD; Department of Physical Medicine & Rehabilitation (W.C.W.), Virginia Commonwealth University, Richmond; RTI International (T.N.), Research Triangle Park, NC; and Department of Neurology (R.D.-A.), University of Pennsylvania, Philadelphia
| | - Bao-Xi Qu
- From the National Institute of Nursing Research (V.A.G., C.L., C.D., J.M.G.), National Institute of Neurological Disorders and Stroke (P.S.), and Center for Neuroscience and Regenerative Medicine (P.S., J.M.G.) and Department of Neurology (K.K., B.-X.Q.), Uniformed Services University of the Health Sciences, NIH; Walter Reed National Military Medical Center (K.K.), National Intrepid Center of Excellence, Bethesda, MD; Department of Physical Medicine & Rehabilitation (W.C.W.), Virginia Commonwealth University, Richmond; RTI International (T.N.), Research Triangle Park, NC; and Department of Neurology (R.D.-A.), University of Pennsylvania, Philadelphia
| | - Chen Lai
- From the National Institute of Nursing Research (V.A.G., C.L., C.D., J.M.G.), National Institute of Neurological Disorders and Stroke (P.S.), and Center for Neuroscience and Regenerative Medicine (P.S., J.M.G.) and Department of Neurology (K.K., B.-X.Q.), Uniformed Services University of the Health Sciences, NIH; Walter Reed National Military Medical Center (K.K.), National Intrepid Center of Excellence, Bethesda, MD; Department of Physical Medicine & Rehabilitation (W.C.W.), Virginia Commonwealth University, Richmond; RTI International (T.N.), Research Triangle Park, NC; and Department of Neurology (R.D.-A.), University of Pennsylvania, Philadelphia
| | - Christina Devoto
- From the National Institute of Nursing Research (V.A.G., C.L., C.D., J.M.G.), National Institute of Neurological Disorders and Stroke (P.S.), and Center for Neuroscience and Regenerative Medicine (P.S., J.M.G.) and Department of Neurology (K.K., B.-X.Q.), Uniformed Services University of the Health Sciences, NIH; Walter Reed National Military Medical Center (K.K.), National Intrepid Center of Excellence, Bethesda, MD; Department of Physical Medicine & Rehabilitation (W.C.W.), Virginia Commonwealth University, Richmond; RTI International (T.N.), Research Triangle Park, NC; and Department of Neurology (R.D.-A.), University of Pennsylvania, Philadelphia
| | - William C Walker
- From the National Institute of Nursing Research (V.A.G., C.L., C.D., J.M.G.), National Institute of Neurological Disorders and Stroke (P.S.), and Center for Neuroscience and Regenerative Medicine (P.S., J.M.G.) and Department of Neurology (K.K., B.-X.Q.), Uniformed Services University of the Health Sciences, NIH; Walter Reed National Military Medical Center (K.K.), National Intrepid Center of Excellence, Bethesda, MD; Department of Physical Medicine & Rehabilitation (W.C.W.), Virginia Commonwealth University, Richmond; RTI International (T.N.), Research Triangle Park, NC; and Department of Neurology (R.D.-A.), University of Pennsylvania, Philadelphia
| | - Tracy Nolen
- From the National Institute of Nursing Research (V.A.G., C.L., C.D., J.M.G.), National Institute of Neurological Disorders and Stroke (P.S.), and Center for Neuroscience and Regenerative Medicine (P.S., J.M.G.) and Department of Neurology (K.K., B.-X.Q.), Uniformed Services University of the Health Sciences, NIH; Walter Reed National Military Medical Center (K.K.), National Intrepid Center of Excellence, Bethesda, MD; Department of Physical Medicine & Rehabilitation (W.C.W.), Virginia Commonwealth University, Richmond; RTI International (T.N.), Research Triangle Park, NC; and Department of Neurology (R.D.-A.), University of Pennsylvania, Philadelphia
| | - Ramon Diaz-Arrastia
- From the National Institute of Nursing Research (V.A.G., C.L., C.D., J.M.G.), National Institute of Neurological Disorders and Stroke (P.S.), and Center for Neuroscience and Regenerative Medicine (P.S., J.M.G.) and Department of Neurology (K.K., B.-X.Q.), Uniformed Services University of the Health Sciences, NIH; Walter Reed National Military Medical Center (K.K.), National Intrepid Center of Excellence, Bethesda, MD; Department of Physical Medicine & Rehabilitation (W.C.W.), Virginia Commonwealth University, Richmond; RTI International (T.N.), Research Triangle Park, NC; and Department of Neurology (R.D.-A.), University of Pennsylvania, Philadelphia
| | - Jessica M Gill
- From the National Institute of Nursing Research (V.A.G., C.L., C.D., J.M.G.), National Institute of Neurological Disorders and Stroke (P.S.), and Center for Neuroscience and Regenerative Medicine (P.S., J.M.G.) and Department of Neurology (K.K., B.-X.Q.), Uniformed Services University of the Health Sciences, NIH; Walter Reed National Military Medical Center (K.K.), National Intrepid Center of Excellence, Bethesda, MD; Department of Physical Medicine & Rehabilitation (W.C.W.), Virginia Commonwealth University, Richmond; RTI International (T.N.), Research Triangle Park, NC; and Department of Neurology (R.D.-A.), University of Pennsylvania, Philadelphia
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30
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Henneghan A, Haley AP, Kesler S. Exploring Relationships Among Peripheral Amyloid Beta, Tau, Cytokines, Cognitive Function, and Psychosomatic Symptoms in Breast Cancer Survivors. Biol Res Nurs 2020; 22:126-138. [PMID: 31707784 PMCID: PMC7068749 DOI: 10.1177/1099800419887230] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
OBJECTIVE Accelerated brain aging has been proposed to explain cancer-related cognitive impairment, but empirical evidence for this relationship is lacking. The purpose of this study was to evaluate amyloid beta (Aβ) and tau, biomarkers of neurodegeneration, in relation to cognition in breast cancer survivors (BCSs). We explored relationships among peripheral concentrations of Aβ42, Aβ-40, tau, and cytokines; cognitive function; and psychosomatic symptoms in a cohort of BCSs post-chemotherapy. METHODS This secondary analysis of a cross-sectional study was conducted with 65 BCSs. Serum total Aβ-42, Aβ-40, and tau levels were measured with single molecule array technology. Cytokines (interleukin [IL]-6, tumor necrosis factor [TNF]-α, granulocyte-macrophage colony-stimulating factor [GM-CSF], interferon [IFN]-g, IL-10, IL-12, IL-13, IL1-b, IL-2, IL-4, IL-5, IL-7, and IL-8) were simultaneously measured in serum using multiplex assays. Cognitive function was measured with five standardized neuropsychological tests and psychosomatic symptoms (stress, loneliness, anxiety, depressive symptoms, fatigue, sleep quality, and daytime sleepiness) with self-report questionnaires. Data analyses included correlations and random forest regression (RFR). RESULTS Significant correlations were identified among hip-to-waste ratio, number of treatment modalities, Aβ-42, Aβ-40, and tau levels (rs = .27-.35, ps < .05). RFR modeling including Aβ-42, Aβ-40, tau, and cytokines as features explained significant variance in cognitive function (R2 = .71, F = 9.01, p < .0001) and psychosomatic symptoms (R2 = .74, F = 10.22, p < .0001). CONCLUSIONS This study suggests that neurodegenerative biomarkers interact with cytokines to influence cognitive functioning and psychosomatic symptoms in BCSs following chemotherapy, but additional research is needed.
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Affiliation(s)
- Ashley Henneghan
- School of Nursing; Department of Oncology, University of Texas at Austin,
Austin, TX, USA
| | - Andreana P. Haley
- Department of Psychology, College of Liberal Arts, University of Texas at
Austin, Austin, TX, USA
| | - Shelli Kesler
- School of Nursing; Department of Oncology, University of Texas at Austin,
Austin, TX, USA
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