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Rakhilin N, Morris HD, Pham DL, Hood MN, Ho VB. Opportunities for Artificial Intelligence in Operational Medicine: Lessons from the United States Military. Bioengineering (Basel) 2025; 12:519. [PMID: 40428137 DOI: 10.3390/bioengineering12050519] [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: 04/10/2025] [Revised: 05/02/2025] [Accepted: 05/08/2025] [Indexed: 05/29/2025] Open
Abstract
Conducted in challenging environments such as disaster or conflict areas, operational medicine presents unique challenges for the delivery of efficient and quality healthcare. It exposes first responders and medical personnel to many unexpected health risks and dangerous situations. To tackle these issues, artificial intelligence (AI) has been progressively incorporated into operational medicine, both on the front lines and also more recently in support roles. The ability of AI to rapidly analyze high-dimensional data and make inferences has opened up a wide variety of opportunities and increased efficiency for its early adopters, notably for the United States military, for non-invasive medical imaging and for mental health applications. This review discusses the current state of AI and highlights its broad array of potential applications in operational medicine as developed for the United States military.
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Affiliation(s)
- Nikolai Rakhilin
- Department of Radiology and Bioengineering, Uniformed Services University for Health Science, 4301 Jones Bridge Rd, Bethesda, MD 20814, USA
| | - H Douglas Morris
- Department of Radiology and Bioengineering, Uniformed Services University for Health Science, 4301 Jones Bridge Rd, Bethesda, MD 20814, USA
| | - Dzung L Pham
- Department of Radiology and Bioengineering, Uniformed Services University for Health Science, 4301 Jones Bridge Rd, Bethesda, MD 20814, USA
| | - Maureen N Hood
- Department of Radiology and Bioengineering, Uniformed Services University for Health Science, 4301 Jones Bridge Rd, Bethesda, MD 20814, USA
| | - Vincent B Ho
- Department of Radiology and Bioengineering, Uniformed Services University for Health Science, 4301 Jones Bridge Rd, Bethesda, MD 20814, USA
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2
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Sassani M, Ghafari T, Arachchige PRW, Idrees I, Gao Y, Waitt A, Weaver SRC, Mazaheri A, Lyons HS, Grech O, Thaller M, Witton C, Bagshaw AP, Wilson M, Park H, Brookes M, Novak J, Mollan SP, Hill LJ, Lucas SJE, Mitchell JL, Sinclair AJ, Mullinger K, Fernández-Espejo D. Current and prospective roles of magnetic resonance imaging in mild traumatic brain injury. Brain Commun 2025; 7:fcaf120. [PMID: 40241788 PMCID: PMC12001801 DOI: 10.1093/braincomms/fcaf120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2023] [Revised: 11/26/2024] [Accepted: 03/24/2025] [Indexed: 04/18/2025] Open
Abstract
There is unmet clinical need for biomarkers to predict recovery or the development of long-term sequelae of mild traumatic brain injury, a highly prevalent condition causing a constellation of disabling symptoms. A substantial proportion of patients live with long-lasting sequelae affecting their quality of life and ability to work. At present, symptoms can be assessed through clinical tests; however, there are no imaging or laboratory tests fully reflective of pathophysiology routinely used by clinicians to characterize post-concussive symptoms. Magnetic resonance imaging has potential to link subtle pathophysiological alterations to clinical outcomes. Here, we review the state of the art of MRI research in adults with mild traumatic brain injury and provide recommendations to facilitate transition into clinical practice. Studies utilizing MRI can inform on pathophysiology of mild traumatic brain injury. They suggest presence of early cytotoxic and vasogenic oedema. They also show that mild traumatic brain injury results in cellular injury and microbleeds affecting the integrity of myelin and white matter tracts, all processes that appear to induce delayed vascular reactions and functional changes. Crucially, correlates between MRI parameters and post-concussive symptoms are emerging. Clinical sequences such as T1-weighted MRI, susceptibility-weighted MRI or fluid attenuation inversion recovery could be easily implementable in clinical practice, but are not sufficient, in isolation for prognostication. Diffusion sequences have shown promises and, although in need of analysis standardization, are a research priority. Lastly, arterial spin labelling is emerging as a high-utility research as it could become useful to assess delayed neurovascular response and possible long-term symptoms.
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Affiliation(s)
- Matilde Sassani
- Department of Metabolism and Systems Science, College of Medicine and Health, University of Birmingham, Birmingham B15 2TT, UK
- Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham B15 2TH, UK
- Department of Neurology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham B15 2WB, UK
| | - Tara Ghafari
- Centre for Human Brain Health and School of Psychology, University of Birmingham, Birmingham B15 2TT, UK
| | - Pradeepa R W Arachchige
- Sir Peter Mansfield Imaging Centre, School of Physics and Astronomy, University of Nottingham, Nottingham NG7 2RD, UK
| | - Iman Idrees
- College of Health and Life Sciences, Aston Institute of Health and Neurodevelopment, Aston University, Birmingham B4 7ET, UK
| | - Yidian Gao
- Centre for Human Brain Health and School of Psychology, University of Birmingham, Birmingham B15 2TT, UK
| | - Alice Waitt
- Centre for Human Brain Health and School of Psychology, University of Birmingham, Birmingham B15 2TT, UK
- College of Health and Life Sciences, Aston Institute of Health and Neurodevelopment, Aston University, Birmingham B4 7ET, UK
| | - Samuel R C Weaver
- Centre for Human Brain Health and School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Birmingham B15 2TT, UK
| | - Ali Mazaheri
- Centre for Human Brain Health and School of Psychology, University of Birmingham, Birmingham B15 2TT, UK
| | - Hannah S Lyons
- Department of Metabolism and Systems Science, College of Medicine and Health, University of Birmingham, Birmingham B15 2TT, UK
- Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham B15 2TH, UK
- Department of Neurology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham B15 2WB, UK
| | - Olivia Grech
- Department of Metabolism and Systems Science, College of Medicine and Health, University of Birmingham, Birmingham B15 2TT, UK
- Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham B15 2TH, UK
| | - Mark Thaller
- Department of Metabolism and Systems Science, College of Medicine and Health, University of Birmingham, Birmingham B15 2TT, UK
- Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham B15 2TH, UK
- Department of Neurology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham B15 2WB, UK
| | - Caroline Witton
- College of Health and Life Sciences, Aston Institute of Health and Neurodevelopment, Aston University, Birmingham B4 7ET, UK
| | - Andrew P Bagshaw
- Centre for Human Brain Health and School of Psychology, University of Birmingham, Birmingham B15 2TT, UK
| | - Martin Wilson
- Centre for Human Brain Health and School of Psychology, University of Birmingham, Birmingham B15 2TT, UK
| | - Hyojin Park
- Centre for Human Brain Health and School of Psychology, University of Birmingham, Birmingham B15 2TT, UK
| | - Matthew Brookes
- Sir Peter Mansfield Imaging Centre, School of Physics and Astronomy, University of Nottingham, Nottingham NG7 2RD, UK
| | - Jan Novak
- College of Health and Life Sciences, Aston Institute of Health and Neurodevelopment, Aston University, Birmingham B4 7ET, UK
| | - Susan P Mollan
- Department of Metabolism and Systems Science, College of Medicine and Health, University of Birmingham, Birmingham B15 2TT, UK
- Birmingham Neuro-ophthalmology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust Birmingham, Birmingham B15 2WB, UK
| | - Lisa J Hill
- Department of Biomedical Sciences, School of Infection, Inflammation and Immunology, College of Medicine and Health, University of Birmingham, Birmingham B15 2TT, UK
| | - Samuel J E Lucas
- Centre for Human Brain Health and School of Sport, Exercise and Rehabilitation Sciences, University of Birmingham, Birmingham B15 2TT, UK
| | - James L Mitchell
- Department of Metabolism and Systems Science, College of Medicine and Health, University of Birmingham, Birmingham B15 2TT, UK
- Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham B15 2TH, UK
- Department of Neurology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham B15 2WB, UK
| | - Alexandra J Sinclair
- Department of Metabolism and Systems Science, College of Medicine and Health, University of Birmingham, Birmingham B15 2TT, UK
- Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham B15 2TH, UK
- Department of Neurology, Queen Elizabeth Hospital, University Hospitals Birmingham NHS Foundation Trust, Birmingham B15 2WB, UK
| | - Karen Mullinger
- Centre for Human Brain Health and School of Psychology, University of Birmingham, Birmingham B15 2TT, UK
- Sir Peter Mansfield Imaging Centre, School of Physics and Astronomy, University of Nottingham, Nottingham NG7 2RD, UK
| | - Davinia Fernández-Espejo
- Centre for Human Brain Health and School of Psychology, University of Birmingham, Birmingham B15 2TT, UK
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Garcia KJ, Brolly G, Ng D, Bederson M, Martinez P, Whiting MD. Lifetime history of head injury is associated with reduced perivascular space number in acute mild traumatic brain injury. Brain Commun 2024; 6:fcae314. [PMID: 39329080 PMCID: PMC11426355 DOI: 10.1093/braincomms/fcae314] [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: 05/14/2024] [Revised: 07/08/2024] [Accepted: 09/16/2024] [Indexed: 09/28/2024] Open
Abstract
Traumatic brain injury impairs function of the glymphatic system, a perivascular network involved in waste clearance. Enlarged perivascular spaces visible on MRI are an emerging biomarker of glymphatic function. This study characterized enlarged perivascular spaces in acute head injury with 7 T MRI. Healthy controls (n = 8) and patients (n = 11) with mild traumatic brain injury underwent MRI within 7 days of injury and were evaluated for lifetime history of head injury, neurobehavioral symptoms and sleep disturbances. MRI-visible perivascular spaces were quantified and assessed according to published criteria. The number of enlarged perivascular spaces was significantly higher in traumatic brain injury patients than controls (P = 0.015). Among healthy controls, 6/8 scored 'none' or 'mild' on the perivascular space rating scale, while 10/11 patients scored 'moderate', 'frequent' or 'severe'. There was an inverse relationship between perivascular space number and number of lifetime head injuries. Patients with more prior head injuries exhibited fewer enlarged perivascular spaces (P = 0.014). These results indicate that mild head injury results in acute alterations in perivascular space number, and this effect is mediated by previous head injury history. Enlarged perivascular spaces may reflect a glymphatic response that is diminished after multiple head injuries, although this will require further study.
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Affiliation(s)
- Kiersten J Garcia
- Stephens Family Clinical Research Institute, Carle Health, Urbana, IL 61801, USA
- Carle Illinois Advanced Imaging Center, Carle Health, Urbana, IL 61801, USA
| | - Grace Brolly
- Carle Illinois College of Medicine, Urbana, IL 61801, USA
| | - Daniel Ng
- Carle Illinois College of Medicine, Urbana, IL 61801, USA
| | - Maria Bederson
- Carle Illinois College of Medicine, Urbana, IL 61801, USA
| | - Pedro Martinez
- Department of Neuroscience, Wartburg College, Waverly, IA 50677, USA
| | - Mark D Whiting
- Stephens Family Clinical Research Institute, Carle Health, Urbana, IL 61801, USA
- Carle Illinois Advanced Imaging Center, Carle Health, Urbana, IL 61801, USA
- Carle Illinois College of Medicine, Urbana, IL 61801, USA
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Clancy U, Cheng Y, Brara A, Doubal FN, Wardlaw JM. Occupational and domestic exposure associations with cerebral small vessel disease and vascular dementia: A systematic review and meta-analysis. Alzheimers Dement 2024; 20:3021-3033. [PMID: 38270898 PMCID: PMC11032565 DOI: 10.1002/alz.13647] [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: 09/13/2023] [Revised: 11/24/2023] [Accepted: 11/27/2023] [Indexed: 01/26/2024]
Abstract
INTRODUCTION The prevalence of cerebral smallvessel disease (SVD) and vascular dementia according to workplace or domestic exposure to hazardous substances is unclear. METHODS We included studies assessing occupational and domestic hazards/at-risk occupations and SVD features. We pooled prevalence estimates using random-effects models where possible, or presented a narrative synthesis. RESULTS We included 85 studies (n = 47,743, mean age = 44·5 years). 52/85 reported poolable estimates. SVD prevalence in populations exposed to carbon monoxide was 81%(95% CI = 60-93%; n = 1373; results unchanged in meta-regression), carbon disulfide73% (95% CI = 54-87%; n = 131), 1,2-dichloroethane 88% (95% CI = 4-100%, n = 40), toluene 82% (95% CI = 3-100%, n = 64), high altitude 49% (95% CI = 38-60%; n = 164),and diving 24% (95% CI = 5-67%, n = 172). We narratively reviewed vascular dementia studies and contact sport, lead, military, pesticide, and solvent exposures as estimates were too few/varied to pool. DISCUSSION SVD and vascular dementia may be associated with occupational/domestic exposure to hazardous substances. CRD42021297800.
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Affiliation(s)
- Una Clancy
- Centre for Clinical Brain Sciences and the UK Dementia Research InstituteChancellor's BuildingUniversity of EdinburghEdinburghUK
| | - Yajun Cheng
- Center of Cerebrovascular DiseasesDepartment of NeurologyWest China HospitalSichuan UniversityChengduSichuanChina
| | - Amrita Brara
- Centre for Clinical Brain Sciences and the UK Dementia Research InstituteChancellor's BuildingUniversity of EdinburghEdinburghUK
| | - Fergus N. Doubal
- Centre for Clinical Brain Sciences and the UK Dementia Research InstituteChancellor's BuildingUniversity of EdinburghEdinburghUK
| | - Joanna M. Wardlaw
- Centre for Clinical Brain Sciences and the UK Dementia Research InstituteChancellor's BuildingUniversity of EdinburghEdinburghUK
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Ingram PB, Armistead-Jehle P, Herring TT, Morris CS. Cross validation of the Personality Assessment Inventory (PAI) Cognitive Bias Scale of Scales (CB-SOS) over-reporting indicators in a military sample. MILITARY PSYCHOLOGY 2024; 36:192-202. [PMID: 37651693 PMCID: PMC10880507 DOI: 10.1080/08995605.2022.2160151] [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] [Received: 07/12/2022] [Accepted: 12/09/2022] [Indexed: 01/07/2023]
Abstract
Following the development of the Cognitive Bias Scale (CBS), three other cognitive over-reporting indicators were created. This study cross-validates these new Cognitive Bias Scale of Scales (CB-SOS) measurements in a military sample and contrasts their performance to the CBS. We analyzed data from 288 active-duty soldiers who underwent neuropsychological evaluation. Groups were established based on performance validity testing (PVT) failure. Medium effects (d = .71 to .74) were observed between those passing and failing PVTs. The CB-SOS scales have high specificity (≥.90) but low sensitivity across the suggested cut scores. While all CB-SOS were able to achieve .90, lower scores were typically needed. CBS demonstrated incremental validity beyond CB-SOS-1 and CB-SOS-3; only CB-SOS-2 was incremental beyond CBS. In a military sample, the CB-SOS scales have more limited sensitivity than in its original validation, indicating an area of limited utility despite easier calculation. The CBS performs comparably, if not better, than CB-SOS scales. CB-SOS-2's differences in performance in this study and its initial validation suggest that its psychometric properties may be sample dependent. Given their ease of calculation and relatively high specificity, our study supports the interpretation of elevated CB-SOS scores indicating those who are likely to fail concurrent PVTs.
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Affiliation(s)
- Paul B. Ingram
- Department of Psychological Sciences, Texas Tech University, Lubbock, Texas, USA
- Dwight D. Eisenhower Veteran Affairs Medical Center, Eastern Kansas Veteran Healthcare System, Leavenworth, Kansas, USA
| | | | - Tristan T. Herring
- Department of Psychological Sciences, Texas Tech University, Lubbock, Texas, USA
| | - Cole S. Morris
- Department of Psychological Sciences, Texas Tech University, Lubbock, Texas, USA
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Hsu CCT, Sethi SK, Haacke EM. The Current State of Susceptibility-Weighted Imaging and Quantitative Susceptibility Mapping in Head Trauma. Neuroimaging Clin N Am 2023; 33:343-356. [PMID: 36965951 DOI: 10.1016/j.nic.2023.01.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/27/2023]
Abstract
Susceptibility-weighted imaging (SWI) is a MR imaging technique suited to detect structural and microstructural abnormalities in traumatic brain injury (TBI). This review article provide an insight in to the physics principles of SWI and its clinical application in unraveling the complex interaction of the biophysical mechanisms of head injury. Literature evidences support SWI as the most ideal sequence in detection of microbleeds, which is the "tip of the iceberg" biomarker of microvascular injuries. The review also detailed the emerging advance techniques of Quantitative susceptibility mapping (QSM) and artificial intelligence offer the ability to detect and follow the evolution of microbleeds in patient with chronic TBI. These new techniques offers a unique insight into the acute and chronic state of TBI.
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Affiliation(s)
- Charlie Chia-Tsong Hsu
- Division of Neuroradiology, Department of Medical Imaging, Gold Coast University Hospital, Australia; Division of Neuroradiology, Lumus Imaging, Varsity Lakes Day Hospital, Gold Coast, Australia.
| | - Sean K Sethi
- Department of Radiology, Wayne State University School of Medicine
| | - E Mark Haacke
- Department of Radiology, Wayne State University School of Medicine; Department of Neurology, Wayne State University School of Medicine
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7
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Screening for PTSD and TBI in Veterans using Routine Clinical Laboratory Blood Tests. Transl Psychiatry 2023; 13:64. [PMID: 36810280 PMCID: PMC9944218 DOI: 10.1038/s41398-022-02298-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 12/16/2022] [Accepted: 12/21/2022] [Indexed: 02/24/2023] Open
Abstract
Post-traumatic stress disorder (PTSD) is a mental disorder diagnosed by clinical interviews, self-report measures and neuropsychological testing. Traumatic brain injury (TBI) can have neuropsychiatric symptoms similar to PTSD. Diagnosing PTSD and TBI is challenging and more so for providers lacking specialized training facing time pressures in primary care and other general medical settings. Diagnosis relies heavily on patient self-report and patients frequently under-report or over-report their symptoms due to stigma or seeking compensation. We aimed to create objective diagnostic screening tests utilizing Clinical Laboratory Improvement Amendments (CLIA) blood tests available in most clinical settings. CLIA blood test results were ascertained in 475 male veterans with and without PTSD and TBI following warzone exposure in Iraq or Afghanistan. Using random forest (RF) methods, four classification models were derived to predict PTSD and TBI status. CLIA features were selected utilizing a stepwise forward variable selection RF procedure. The AUC, accuracy, sensitivity, and specificity were 0.730, 0.706, 0.659, and 0.715, respectively for differentiating PTSD and healthy controls (HC), 0.704, 0.677, 0.671, and 0.681 for TBI vs. HC, 0.739, 0.742, 0.635, and 0.766 for PTSD comorbid with TBI vs HC, and 0.726, 0.723, 0.636, and 0.747 for PTSD vs. TBI. Comorbid alcohol abuse, major depressive disorder, and BMI are not confounders in these RF models. Markers of glucose metabolism and inflammation are among the most significant CLIA features in our models. Routine CLIA blood tests have the potential for discriminating PTSD and TBI cases from healthy controls and from each other. These findings hold promise for the development of accessible and low-cost biomarker tests as screening measures for PTSD and TBI in primary care and specialty settings.
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Hutchinson EB, Romero-Lozano A, Johnson HR, Knutsen AK, Bosomtwi A, Korotcov A, Shunmugavel A, King SG, Schwerin SC, Juliano SL, Dardzinski BJ, Pierpaoli C. Translationally Relevant Magnetic Resonance Imaging Markers in a Ferret Model of Closed Head Injury. Front Neurosci 2022; 15:779533. [PMID: 35280340 PMCID: PMC8904401 DOI: 10.3389/fnins.2021.779533] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2021] [Accepted: 12/17/2021] [Indexed: 11/13/2022] Open
Abstract
Pre-clinical models of traumatic brain injury (TBI) have been the primary experimental tool for understanding the potential mechanisms and cellular alterations that follow brain injury, but the human relevance and translational value of these models are often called into question. Efforts to better recapitulate injury biomechanics and the use of non-rodent species with neuroanatomical similarities to humans may address these concerns and promise to advance experimental studies toward clinical impact. In addition to improving translational aspects of animal models, it is also advantageous to establish pre-clinical outcomes that can be directly compared with the same outcomes in humans. Non-invasive imaging and particularly MRI is promising for this purpose given that MRI is a primary tool for clinical diagnosis and at the same time increasingly available at the pre-clinical level. The objective of this study was to identify which commonly used radiologic markers of TBI outcomes can be found also in a translationally relevant pre-clinical model of TBI. The ferret was selected as a human relevant species for this study with folded cortical geometry and relatively high white matter content and the closed head injury model of engineered rotation and acceleration (CHIMERA) TBI model was selected for biomechanical similarities to human injury. A comprehensive battery of MRI protocols based on common data elements (CDEs) for human TBI was collected longitudinally for the identification of MRI markers and voxelwise analysis of T2, contrast enhancement and diffusion tensor MRI values. The most prominent MRI findings were consistent with focal hemorrhage and edema in the brain stem region following high severity injury as well as vascular and meningeal injury evident by contrast enhancement. While conventional MRI outcomes were not highly conspicuous in less severe cases, quantitative voxelwise analysis indicated diffusivity and anisotropy alterations in the acute and chronic periods after TBI. The main conclusions of this study support the translational relevance of closed head TBI models in intermediate species and identify brain stem and meningeal vulnerability. Additionally, the MRI findings highlight a subset of CDEs with promise to bridge pre-clinical studies with human TBI outcomes.
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Affiliation(s)
- Elizabeth B. Hutchinson
- Department of Biomedical Engineering, University of Arizona, Tucson, AZ, United States
- *Correspondence: Elizabeth B. Hutchinson,
| | | | - Hannah R. Johnson
- Department of Biomedical Engineering, University of Arizona, Tucson, AZ, United States
| | - Andrew K. Knutsen
- Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
- Department of Radiology, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Asamoah Bosomtwi
- Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
- Department of Radiology, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Alexandru Korotcov
- Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
- Department of Radiology, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Anandakumar Shunmugavel
- Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
- National Institutes of Health, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, United States
| | - Sarah G. King
- National Institutes of Health, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, United States
| | - Susan C. Schwerin
- Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
- Department of Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Sharon L. Juliano
- Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
- Department of Anatomy, Physiology and Genetics, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Bernard J. Dardzinski
- Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
- Department of Radiology, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Carlo Pierpaoli
- National Institutes of Health, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, United States
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Kim JH, Goodrich JA, Situ R, Rapuano A, Hetherington H, Du F, Parks S, Taylor W, Westmoreland T, Ling G, Bandak FA, de Lanerolle NC. Periventricular White Matter Alterations From Explosive Blast in a Large Animal Model: Mild Traumatic Brain Injury or "Subconcussive" Injury? J Neuropathol Exp Neurol 2020; 79:605-617. [PMID: 32386412 DOI: 10.1093/jnen/nlaa026] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Revised: 10/15/2019] [Accepted: 03/24/2020] [Indexed: 11/14/2022] Open
Abstract
The neuropathology of mild traumatic brain injury in humans resulting from exposure to explosive blast is poorly understood as this condition is rarely fatal. A large animal model may better reflect the injury patterns in humans. We investigated the effect of explosive blasts on the constrained head minimizing the effects of whole head motion. Anesthetized Yucatan minipigs, with body and head restrained, were placed in a 3-walled test structure and exposed to 1, 2, or 3 explosive blast shock waves of the same intensity. Axonal injury was studied 3 weeks to 8 months postblast using β-amyloid precursor protein immunohistochemistry. Injury was confined to the periventricular white matter as early as 3-5 weeks after exposure to a single blast. The pattern was also present at 8 months postblast. Animals exposed to 2 and 3 blasts had more axonal injury than those exposed to a single blast. Although such increases in axonal injury may relate to the longer postblast survival time, it may also be due to the increased number of blast exposures. It is possible that the injury observed is due to a condition akin to mild traumatic brain injury or subconcussive injury in humans, and that periventricular injury may have neuropsychiatric implications.
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Affiliation(s)
| | | | | | | | - Hoby Hetherington
- Yale School of Medicine, New Haven, Connecticut; Department of Radiology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Fu Du
- FD NeuroTechnologies Inc., Ellicott City, Maryland
| | | | | | | | - Geoffrey Ling
- Department of Neurology, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland
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Cash A, Theus MH. Mechanisms of Blood-Brain Barrier Dysfunction in Traumatic Brain Injury. Int J Mol Sci 2020; 21:ijms21093344. [PMID: 32397302 PMCID: PMC7246537 DOI: 10.3390/ijms21093344] [Citation(s) in RCA: 164] [Impact Index Per Article: 32.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 05/02/2020] [Accepted: 05/04/2020] [Indexed: 12/16/2022] Open
Abstract
Traumatic brain injuries (TBIs) account for the majority of injury-related deaths in the United States with roughly two million TBIs occurring annually. Due to the spectrum of severity and heterogeneity in TBIs, investigation into the secondary injury is necessary in order to formulate an effective treatment. A mechanical consequence of trauma involves dysregulation of the blood–brain barrier (BBB) which contributes to secondary injury and exposure of peripheral components to the brain parenchyma. Recent studies have shed light on the mechanisms of BBB breakdown in TBI including novel intracellular signaling and cell–cell interactions within the BBB niche. The current review provides an overview of the BBB, novel detection methods for disruption, and the cellular and molecular mechanisms implicated in regulating its stability following TBI.
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Affiliation(s)
- Alison Cash
- The Department of Biomedical Sciences and Pathobiology, Virginia-Maryland College of Veterinary Medicine, Blacksburg, VA 24061, USA;
| | - Michelle H. Theus
- The Department of Biomedical Sciences and Pathobiology, Virginia-Maryland College of Veterinary Medicine, Blacksburg, VA 24061, USA;
- The Center for Regenerative Medicine, Virginia-Maryland College of Veterinary Medicine, Blacksburg, VA 24061, USA
- Correspondence: ; Tel.: 1-540-231-0909; Fax: 1-540-231-7425
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11
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Rizk T, Turtzo LC, Cota M, Van Der Merwe AJ, Latour L, Whiting MD, Chan L. Traumatic microbleeds persist for up to five years following traumatic brain injury despite resolution of other acute findings on MRI. Brain Inj 2020; 34:773-781. [PMID: 32228304 DOI: 10.1080/02699052.2020.1725835] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
OBJECTIVE The primary objective of this study was to track the incidence and progression of traumatic microbleeds (TMBs) for up to five years following traumatic brain injury (TBI). METHODS Thirty patients with mild, moderate, or severe TBI received initial MRI within 48 h of injury and continued in a longitudinal study for up to five years. The incidence and progression of MRI findings was assessed across the five year period. In addition to TMBs, we noted the presence of other imaging findings including diffusion weighted imaging (DWI) lesions, extra-axial and intraventricular hemorrhage, hematoma, traumatic meningeal enhancement (TME), fluid-attenuated inversion recovery (FLAIR) hyperintensities, and encephalomalacia. RESULTS TMBs were observed in 60% of patients at initial presentation. At one-year follow-up, TMBs were more persistent than other neuroimaging findings, with 83% remaining visible on MRI. In patients receiving serial MRI 2-5 years post-injury, acute TMBs were visible on all follow-up scans. In contrast, most other imaging markers of TBI had either resolved or evolved into ambiguous abnormalities on imaging by one year post-injury. CONCLUSIONS These findings suggest that TMBs may serve as a uniquely persistent indicator of TBI and reinforce the importance of acute post-injury imaging for accurate characterization of persistent imaging findings.
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Affiliation(s)
- Theresa Rizk
- Department of Rehabilitation Medicine, National Institutes of Health Clinical Center , Bethesda, MD, USA
| | - L Christine Turtzo
- National Institutes of Neurological Disorders and Stroke, National Institutes of Health , Bethesda, MD, USA
| | - Martin Cota
- Center for Neuroscience and Regenerative Medicine , Rockville, MD, USA
| | | | - Lawrence Latour
- National Institutes of Neurological Disorders and Stroke, National Institutes of Health , Bethesda, MD, USA.,Center for Neuroscience and Regenerative Medicine , Rockville, MD, USA
| | - Mark D Whiting
- Center for Neuroscience and Regenerative Medicine , Rockville, MD, USA
| | - Leighton Chan
- Department of Rehabilitation Medicine, National Institutes of Health Clinical Center , Bethesda, MD, USA.,Center for Neuroscience and Regenerative Medicine , Rockville, MD, USA
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Visual working memory deficits in undergraduates with a history of mild traumatic brain injury. Atten Percept Psychophys 2020; 81:2597-2603. [PMID: 31218600 DOI: 10.3758/s13414-019-01774-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
We investigated whether a history of mild traumatic brain injury (mTBI), or concussion, has any effect on visual working memory (WM) performance. In most cases, cognitive performance is thought to return to premorbid levels soon after injury, without further medical intervention. We tested this assumption in undergraduates, among whom a history of mTBI is prevalent. Notably, participants with a history of mTBI performed worse than their colleagues with no such history. Experiment 1 was based on a change detection paradigm in which we manipulated visual WM set size from one to three items, which revealed a significant deficit at set size 3. In Experiment 2 we investigated whether feedback could rescue WM performance in the mTBI group, and found that it failed. In Experiment 3 we manipulated WM maintenance duration (set size 3, 500-1,500 ms) to investigate a maintenance-related deficit. Across all durations, the mTBI group was impaired. In Experiment 4 we tested whether retrieval demands contributed to WM deficits and showed a consistent deficit across recognition and recall probes. In short, even years after an mTBI, undergraduates perform differently on visual WM tasks than their peers with no such history. Given the prevalence of mTBI, these data may benefit other researchers who see high variability in their data. Clearly, further studies will be needed to determine the breadth of the cognitive deficits in those with a history of mTBI and to identify relevant factors that contribute to positive cognitive outcomes.
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Alnawmasi MM, Chakraborty A, Dalton K, Quaid P, Dunkley BT, Thompson B. The effect of mild traumatic brain injury on the visual processing of global form and motion. Brain Inj 2019; 33:1354-1363. [PMID: 31317788 DOI: 10.1080/02699052.2019.1641842] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Cortical visual processing involves the ventral stream (form perception) and the dorsal stream (motion perception). We assessed whether mild traumatic brain injury (TBI) differentially affects these two streams. Eleven adults with mild TBI (28 ± 9 yrs, 17 ± 5 months post injury) and 25 controls (25 ± 5 yrs) participated. Participants completed tests of global processing involving Glass patterns (form) and random dot kinematograms (motion), measurement of contrast thresholds for motion direction discrimination, a comprehensive vision screening and the Post-Concussion Symptom Inventory (PCSI). Our results showed that the mild TBI group had significantly higher (worse) global form (mean ± SD: TBI 25 ± 6%, control 21 ± 5%) and motion (TBI 14 ± 7%, control 11 ± 3%) coherence thresholds than controls. The magnitude of the mild TBI group deficit did not differ between the two tasks. Contrast thresholds for motion direction discrimination did not differ between the groups, but were positively correlated with PCSI score (r2 = 0.51. p = 0.01) in the mild TBI group. The mild TBI group had worse outcomes than controls for all clinical measurements of vision except distance visual acuity. In conclusion, mild TBI affects processing in both the dorsal and ventral cortical processing streams equally. In addition, spatiotemporal contrast sensitivity may be related to the symptoms of mild TBI.
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Affiliation(s)
- Mohammed M Alnawmasi
- a School of Optometry and Vision Science, University of Waterloo , Waterloo , Canada.,b College of Applied Medical Sciences, Department of Optometry, Qassim University , Buraidah , Saudi Arabia
| | - Arijit Chakraborty
- a School of Optometry and Vision Science, University of Waterloo , Waterloo , Canada
| | - Kristine Dalton
- a School of Optometry and Vision Science, University of Waterloo , Waterloo , Canada
| | - Patrick Quaid
- a School of Optometry and Vision Science, University of Waterloo , Waterloo , Canada.,c VUE Cubed Vision Rehabilitation Clinics, The Guelph Vision Therapy Centre , Guelph , ON , Canada
| | - Benjamin T Dunkley
- a School of Optometry and Vision Science, University of Waterloo , Waterloo , Canada.,d Diagnostic Imaging, Hospital for Sick Children; Neurosciences & Mental Health, Hospital for Sick Children Research Institute; Medical Imaging, University of Toronto , Toronto , Canada
| | - Benjamin Thompson
- a School of Optometry and Vision Science, University of Waterloo , Waterloo , Canada
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