1
|
Wang WB, Li JJ, Weng GJ, Zhu J, Guo YB, Zhao JW. An anisotropic nanobox based core-shell-satellite nanoassembly of multiple SERS enhancement with heterogeneous interface for stroke marker determination. J Colloid Interface Sci 2023; 647:81-92. [PMID: 37245272 DOI: 10.1016/j.jcis.2023.05.137] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 05/05/2023] [Accepted: 05/20/2023] [Indexed: 05/30/2023]
Abstract
Herein, A novel gold-silver alloy nanobox (AuAgNB)@SiO2-gold nanosphere (AuNP) nanoassembly based on core-shell-satellite structure is fabricated and applied to the surface-enhanced Raman scattering (SERS) detection of S100 calcium-binding protein B protein (S100B). It contains an anisotropic hollow porous AuAgNB core with rough surface, an ultrathin silica interlayer labeled with reporter molecules, and AuNP satellites. The nanoassemblies were systematically optimized by tuning the reporter molecules concentration, silica layer thickness, AuAgNB size, and the size and number of AuNP satellite size. Remarkably, AuNP satellites are adjacent to AuAgNB@SiO2, developing AuAg-SiO2-Au heterogeneous interface. With the strong plasmon coupling between AuAgNB and AuNP satellites, chemical enhancement from heterogeneous interface, and the tip "hot spots" of AuAgNB, the SERS activity of the nanoassemblies was multiply enhanced. Additionally, the stability of nanostructure and Raman signal was significantly improved by the silica interlayer and AuNP satellites. Eventually, the nanoassemblies were applied for S100B detection. It demonstrated satisfactory sensitivity and reproducibility with a wide detection range of 10 fg/mL-10 ng/mL and a limit of detection (LOD) of 1.7 fg/mL. This work based on the AuAgNB@SiO2-AuNP nanoassemblies with multiple SERS enhancements and favorable stability demonstrates the promising application in stroke diagnosis.
Collapse
Affiliation(s)
- Wei-Bin Wang
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, China
| | - Jian-Jun Li
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, China.
| | - Guo-Jun Weng
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, China
| | - Jian Zhu
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, China
| | - Yu-Bo Guo
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, China
| | - Jun-Wu Zhao
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an 710049, China.
| |
Collapse
|
2
|
Osmanlıoğlu Y, Parker D, Alappatt JA, Gugger JJ, Diaz-Arrastia RR, Whyte J, Kim JJ, Verma R. Connectomic assessment of injury burden and longitudinal structural network alterations in moderate-to-severe traumatic brain injury. Hum Brain Mapp 2022; 43:3944-3957. [PMID: 35486024 PMCID: PMC9374876 DOI: 10.1002/hbm.25894] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 04/08/2022] [Accepted: 04/14/2022] [Indexed: 11/14/2022] Open
Abstract
Traumatic brain injury (TBI) is a major public health problem. Caused by external mechanical forces, a major characteristic of TBI is the shearing of axons across the white matter, which causes structural connectivity disruptions between brain regions. This diffuse injury leads to cognitive deficits, frequently requiring rehabilitation. Heterogeneity is another characteristic of TBI as severity and cognitive sequelae of the disease have a wide variation across patients, posing a big challenge for treatment. Thus, measures assessing network-wide structural connectivity disruptions in TBI are necessary to quantify injury burden of individuals, which would help in achieving personalized treatment, patient monitoring, and rehabilitation planning. Despite TBI being a disconnectivity syndrome, connectomic assessment of structural disconnectivity has been relatively limited. In this study, we propose a novel connectomic measure that we call network normality score (NNS) to capture the integrity of structural connectivity in TBI patients by leveraging two major characteristics of the disease: diffuseness of axonal injury and heterogeneity of the disease. Over a longitudinal cohort of moderate-to-severe TBI patients, we demonstrate that structural network topology of patients is more heterogeneous and significantly different than that of healthy controls at 3 months postinjury, where dissimilarity further increases up to 12 months. We also show that NNS captures injury burden as quantified by posttraumatic amnesia and that alterations in the structural brain network is not related to cognitive recovery. Finally, we compare NNS to major graph theory measures used in TBI literature and demonstrate the superiority of NNS in characterizing the disease.
Collapse
Affiliation(s)
- Yusuf Osmanlıoğlu
- Department of Computer Science, College of Computing and Informatics, Drexel University, Philadelphia, Pennsylvania, USA
| | - Drew Parker
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jacob A Alappatt
- Speech and hearing, bioscience and technology program, Harvard Medical School, Harvard University, Boston, MA, USA
| | - James J Gugger
- Department of Neurology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Ramon R Diaz-Arrastia
- Department of Neurology, University of Pennsylvania, Philadelphia, Pennsylvania, USA.,Center for Brain Injury and Repair, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - John Whyte
- Moss Rehabilitation Research Institute, TBI Rehabilitation Research LaboratoryEinstein Medical Center, Elkins Park, Pennsylvania, USA
| | - Junghoon J Kim
- Department of Molecular, Cellular, and Biomedical Sciences, CUNY School of Medicine, The City College of New York, New York, New York, USA
| | - Ragini Verma
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.,Center for Brain Injury and Repair, University of Pennsylvania, Philadelphia, Pennsylvania, USA.,Department of Neurosurgery, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| |
Collapse
|
3
|
Detection of Chronic Blast-Related Mild Traumatic Brain Injury with Diffusion Tensor Imaging and Support Vector Machines. Diagnostics (Basel) 2022; 12:diagnostics12040987. [PMID: 35454035 PMCID: PMC9030428 DOI: 10.3390/diagnostics12040987] [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] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 04/07/2022] [Accepted: 04/08/2022] [Indexed: 01/13/2023] Open
Abstract
Blast-related mild traumatic brain injury (bmTBI) often leads to long-term sequalae, but diagnostic approaches are lacking due to insufficient knowledge about the predominant pathophysiology. This study aimed to build a diagnostic model for future verification by applying machine-learning based support vector machine (SVM) modeling to diffusion tensor imaging (DTI) datasets to elucidate white-matter features that distinguish bmTBI from healthy controls (HC). Twenty subacute/chronic bmTBI and 19 HC combat-deployed personnel underwent DTI. Clinically relevant features for modeling were selected using tract-based analyses that identified group differences throughout white-matter tracts in five DTI metrics to elucidate the pathogenesis of injury. These features were then analyzed using SVM modeling with cross validation. Tract-based analyses revealed abnormally decreased radial diffusivity (RD), increased fractional anisotropy (FA) and axial/radial diffusivity ratio (AD/RD) in the bmTBI group, mostly in anterior tracts (29 features). SVM models showed that FA of the anterior/superior corona radiata and AD/RD of the corpus callosum and anterior limbs of the internal capsule (5 features) best distinguished bmTBI from HCs with 89% accuracy. This is the first application of SVM to identify prominent features of bmTBI solely based on DTI metrics in well-defined tracts, which if successfully validated could promote targeted treatment interventions.
Collapse
|
4
|
Enciso-Olivera CO, Ordóñez-Rubiano EG, Casanova-Libreros R, Rivera D, Zarate-Ardila CJ, Rudas J, Pulido C, Gómez F, Martínez D, Guerrero N, Hurtado MA, Aguilera-Bustos N, Hernández-Torres CP, Hernandez J, Marín-Muñoz JH. Structural and functional connectivity of the ascending arousal network for prediction of outcome in patients with acute disorders of consciousness. Sci Rep 2021; 11:22952. [PMID: 34824383 PMCID: PMC8617304 DOI: 10.1038/s41598-021-98506-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 07/20/2021] [Indexed: 11/24/2022] Open
Abstract
To determine the role of early acquisition of blood oxygen level-dependent (BOLD) signals and diffusion tensor imaging (DTI) for analysis of the connectivity of the ascending arousal network (AAN) in predicting neurological outcomes after acute traumatic brain injury (TBI), cardiopulmonary arrest (CPA), or stroke. A prospective analysis of 50 comatose patients was performed during their ICU stay. Image processing was conducted to assess structural and functional connectivity of the AAN. Outcomes were evaluated after 3 and 6 months. Nineteen patients (38%) had stroke, 18 (36%) CPA, and 13 (26%) TBI. Twenty-three patients were comatose (44%), 11 were in a minimally conscious state (20%), and 16 had unresponsive wakefulness syndrome (32%). Univariate analysis demonstrated that measurements of diffusivity, functional connectivity, and numbers of fibers in the gray matter, white matter, whole brain, midbrain reticular formation, and pontis oralis nucleus may serve as predictive biomarkers of outcome depending on the diagnosis. Multivariate analysis demonstrated a correlation of the predicted value and the real outcome for each separate diagnosis and for all the etiologies together. Findings suggest that the above imaging biomarkers may have a predictive role for the outcome of comatose patients after acute TBI, CPA, or stroke.
Collapse
Affiliation(s)
- Cesar O Enciso-Olivera
- Department of Critical Care and Intensive Care Unit, Fundación Universitaria de Ciencias de La Salud (FUCS), Hospital Infantil Universitario de San José, Bogotá, Colombia
| | - Edgar G Ordóñez-Rubiano
- Department of Neurological Surgery, Fundación Universitaria de Ciencias de La Salud (FUCS), Hospital de San José, Bogotá, Colombia
| | - Rosángela Casanova-Libreros
- Division of Clinical Research, Fundación Universitaria de Ciencias de La Salud (FUCS), Hospital de San José, Hospital Infantil Universitario de San José, Bogotá, Colombia
| | - Diana Rivera
- Division of Clinical Research, Fundación Universitaria de Ciencias de La Salud (FUCS), Hospital de San José, Hospital Infantil Universitario de San José, Bogotá, Colombia
| | - Carol J Zarate-Ardila
- Division of Clinical Research, Fundación Universitaria de Ciencias de La Salud (FUCS), Hospital de San José, Hospital Infantil Universitario de San José, Bogotá, Colombia
| | - Jorge Rudas
- Department of Biotechnology, Universidad Nacional de Colombia, Bogotá, Colombia
| | - Cristian Pulido
- Department of Mathematics, Universidad Nacional de Colombia, Bogotá, Colombia
| | - Francisco Gómez
- Department of Computer Science, Universidad Nacional de Colombia, Bogotá, Colombia
| | - Darwin Martínez
- Department of Computer Science, Universidad Central, Bogotá, Colombia
| | - Natalia Guerrero
- Department of Radiology, Fundación Universitaria de Ciencias de La Salud (FUCS), Hospital Infantil Universitario de San José, Bogotá, Colombia
| | - Mayra A Hurtado
- Department of Critical Care and Intensive Care Unit, Fundación Universitaria de Ciencias de La Salud (FUCS), Hospital Infantil Universitario de San José, Bogotá, Colombia
| | - Natalia Aguilera-Bustos
- Division of Clinical Research, Fundación Universitaria de Ciencias de La Salud (FUCS), Hospital de San José, Hospital Infantil Universitario de San José, Bogotá, Colombia
| | - Clara P Hernández-Torres
- Department of Psychology, Fundación Universitaria de Ciencias de La Salud (FUCS), Hospital Infantil Universitario de San José, Bogotá, Colombia
| | - José Hernandez
- Department of Neurology, Fundación Universitaria de Ciencias de La Salud (FUCS), Hospital Infantil Universitario de San José, Bogotá, Colombia
| | - Jorge H Marín-Muñoz
- Department of Radiology, Fundación Universitaria de Ciencias de La Salud (FUCS), Hospital Infantil Universitario de San José, Bogotá, Colombia. .,Innovation and Research Division, Imaging Experts and Healthcare Services (ImexHS), Street 92 # 11-51, Of 202, Bogotá, Colombia.
| |
Collapse
|
5
|
Verga L, Schwartze M, Stapert S, Winkens I, Kotz SA. Dysfunctional Timing in Traumatic Brain Injury Patients: Co-occurrence of Cognitive, Motor, and Perceptual Deficits. Front Psychol 2021; 12:731898. [PMID: 34733208 PMCID: PMC8558219 DOI: 10.3389/fpsyg.2021.731898] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 09/27/2021] [Indexed: 11/21/2022] Open
Abstract
Timing is an essential part of human cognition and of everyday life activities, such as walking or holding a conversation. Previous studies showed that traumatic brain injury (TBI) often affects cognitive functions such as processing speed and time-sensitive abilities, causing long-term sequelae as well as daily impairments. However, the existing evidence on timing capacities in TBI is mostly limited to perception and the processing of isolated intervals. It is therefore open whether the observed deficits extend to motor timing and to continuous dynamic tasks that more closely match daily life activities. The current study set out to answer these questions by assessing audio motor timing abilities and their relationship with cognitive functioning in a group of TBI patients (n = 15) and healthy matched controls. We employed a comprehensive set of tasks aiming at testing timing abilities across perception and production and from single intervals to continuous auditory sequences. In line with previous research, we report functional impairments in TBI patients concerning cognitive processing speed and perceptual timing. Critically, these deficits extended to motor timing: The ability to adjust to tempo changes in an auditory pacing sequence was impaired in TBI patients, and this motor timing deficit covaried with measures of processing speed. These findings confirm previous evidence on perceptual and cognitive timing deficits resulting from TBI and provide first evidence for comparable deficits in motor behavior. This suggests basic co-occurring perceptual and motor timing impairments that may factor into a wide range of daily activities. Our results thus place TBI into the wider range of pathologies with well-documented timing deficits (such as Parkinson’s disease) and encourage the search for novel timing-based therapeutic interventions (e.g., employing dynamic and/or musical stimuli) with high transfer potential to everyday life activities.
Collapse
Affiliation(s)
- Laura Verga
- Research Group Comparative Bioacoustics, Max Planck Institute for Psycholinguistics, Nijmegen, Netherlands.,Department of Neuropsychology and Psychopharmacology, Maastricht University, Maastricht, Netherlands
| | - Michael Schwartze
- Department of Neuropsychology and Psychopharmacology, Maastricht University, Maastricht, Netherlands
| | - Sven Stapert
- Department of Neuropsychology and Psychopharmacology, Maastricht University, Maastricht, Netherlands.,Zuyderland Medical Centre, Department of Medical Psychology, Sittard, Netherlands
| | - Ieke Winkens
- Department of Neuropsychology and Psychopharmacology, Maastricht University, Maastricht, Netherlands.,Limburg Brain Injury Center, Maastricht University, Maastricht, Netherlands
| | - Sonja A Kotz
- Department of Neuropsychology and Psychopharmacology, Maastricht University, Maastricht, Netherlands
| |
Collapse
|
6
|
Srinivasan V, Udayakumar N, Anandan K. Influence of Primary Auditory Cortex in the Characterization of Autism Spectrum in Young Adults using Brain Connectivity Parameters and Deep Belief Networks: An fMRI Study. Curr Med Imaging 2020; 16:1059-1073. [PMID: 33342398 DOI: 10.2174/1573405615666191111142039] [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] [Received: 05/31/2019] [Revised: 10/14/2019] [Accepted: 10/21/2019] [Indexed: 11/22/2022]
Abstract
BACKGROUND The spectrum of autism encompasses High Functioning Autism (HFA) and Low Functioning Autism (LFA). Brain mapping studies have revealed that autism individuals have overlaps in brain behavioural characteristics. Generally, high functioning individuals are known to exhibit higher intelligence and better language processing abilities. However, specific mechanisms associated with their functional capabilities are still under research. OBJECTIVE This work addresses the overlapping phenomenon present in autism spectrum through functional connectivity patterns along with brain connectivity parameters and distinguishes the classes using deep belief networks. METHODS The task-based functional Magnetic Resonance Images (fMRI) of both high and low functioning autistic groups were acquired from ABIDE database, for 58 low functioning against 43 high functioning individuals while they were involved in a defined language processing task. The language processing regions of the brain, along with Default Mode Network (DMN) have been considered for the analysis. The functional connectivity maps have been plotted through graph theory procedures. Brain connectivity parameters such as Granger Causality (GC) and Phase Slope Index (PSI) have been calculated for the individual groups. These parameters have been fed to Deep Belief Networks (DBN) to classify the subjects under consideration as either LFA or HFA. RESULTS Results showed increased functional connectivity in high functioning subjects. It was found that the additional interaction of the Primary Auditory Cortex lying in the temporal lobe, with other regions of interest complimented their enhanced connectivity. Results were validated using DBN measuring the classification accuracy of 85.85% for high functioning and 81.71% for the low functioning group. CONCLUSION Since it is known that autism involves enhanced, but imbalanced components of intelligence, the reason behind the supremacy of high functioning group in language processing and region responsible for enhanced connectivity has been recognized. Therefore, this work that suggests the effect of Primary Auditory Cortex in characterizing the dominance of language processing in high functioning young adults seems to be highly significant in discriminating different groups in autism spectrum.
Collapse
Affiliation(s)
- Vidhusha Srinivasan
- Department of Information Technology, Centre for Healthcare Technologies, Sri Sirasubramaniya Nadar College of Engineering, Rajiv Gandhi Salai (OMR), Chennai, India
| | - N Udayakumar
- Department of Pediatrics, Sri Ramachandra Institute of Higher Education and Research, Sri Ramachandra Medical University, Chennai, India
| | - Kavitha Anandan
- Department of Biomedical Engineering, Centre for Healthcare Technologies, Sri Sirasubramaniya Nadar College of Engineering, Rajiv Gandhi Salai (OMR), Chennai, India
| |
Collapse
|
7
|
Cerebral Energy Status and Altered Metabolism in Early Severe TBI: First Results of a Prospective 31P-MRS Feasibility Study. Neurocrit Care 2020; 34:432-440. [PMID: 32617851 DOI: 10.1007/s12028-020-01042-x] [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] [Indexed: 10/23/2022]
Abstract
OBJECTIVE Severe traumatic brain injury (sTBI) represents a serious public health issue with high morbidity and mortality. Neuroimaging plays a crucial role in the evaluation of sTBI patients. Phosphorous magnetic resonance spectroscopy (31P-MRS) is an imaging technique for evaluation of energy metabolites. The aim of this study is to evaluate the feasibility and the diagnostic potential of ultra-early 31P-MRS to detect changes in cerebral energy metabolism in sTBI. METHODS Adult patients with sTBI presenting with GCS ≤ 8 being eligible for MRI were prospectively included in the study and MRI was performed within 72 h after trauma. Imaging was performed using a 3 Tesla MRI. 31P-MRS data from the structurally affected side were compared to data from normal appearing contralateral areas symmetrically to the location of the traumatic lesions, and to data of matched healthy controls. RESULTS Ten sTBI patients (3 female, 7 male), aged between 20 and 75 years, with a mean initial GCS of 6 were analyzed. MRI was performed 61 h (mean, range 37-71 h) after trauma. Statistical analysis revealed no significant differences between the lesioned side and contralaterally. An increased PCr/ATP ratio and a decreased PME/PDE ratio were present in structurally normal appearing, but traumatized tissue when compared to the healthy population, thus indicating significant differences in ATP resynthesis and membrane turnover (F (2,33), P = 0.005 and, P = 0.027, respectively). CONCLUSION 31P-MRS could provide a better understanding of pertinent global changes in cerebral energy metabolism in sTBI patients under general anesthesia.
Collapse
|
8
|
Zhou Y, Chen Q, Wang Y, Wu H, Xu W, Pan Y, Gao S, Dong X, Zhang JH, Shao A. Persistent Neurovascular Unit Dysfunction: Pathophysiological Substrate and Trigger for Late-Onset Neurodegeneration After Traumatic Brain Injury. Front Neurosci 2020; 14:581. [PMID: 32581697 PMCID: PMC7296179 DOI: 10.3389/fnins.2020.00581] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Accepted: 05/12/2020] [Indexed: 12/14/2022] Open
Abstract
Traumatic brain injury (TBI) represents one of the major causes of death worldwide and leads to persisting neurological deficits in many of the survivors. One of the most significant long-term sequelae deriving from TBI is neurodegenerative disease, which is a group of incurable diseases that impose a heavy socio-economic burden. However, mechanisms underlying the increased susceptibility of TBI to neurodegenerative disease remain elusive. The neurovascular unit (NVU) is a functional unit composed of neurons, neuroglia, vascular cells, and the basal lamina matrix. The key role of NVU dysfunction in many central nervous system diseases has been revealed. Studies have proved the presence of prolonged structural and functional abnormalities of the NVU after TBI. Moreover, growing evidence suggests impaired NVU function is also implicated in neurodegenerative diseases. Therefore, we propose the Neurovascular Unit Dysfunction (NVUD) Hypothesis, in which the persistent NVU dysfunction is thought to underlie the development of post-TBI neurodegeneration. We deduce NVUD Hypothesis through relational inference and supporting evidence, and suggest continued NVU abnormalities following TBI serve as the pathophysiological substrate and trigger yielding chronic neuroinflammation, proteinopathies and oxidative stress, consequently leading to the progression of neurodegenerative diseases. The NVUD Hypothesis may provide potential treatment and prevention strategies for TBI and late-onset neurodegenerative diseases.
Collapse
Affiliation(s)
- Yunxiang Zhou
- Department of Surgical Oncology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Qiang Chen
- Department of Surgical Oncology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Yali Wang
- Department of Surgical Oncology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Haijian Wu
- Department of Neurosurgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Weilin Xu
- Department of Neurosurgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Yuanbo Pan
- Department of Neurosurgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Shiqi Gao
- Department of Neurosurgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Xiao Dong
- Department of Neurosurgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - John H. Zhang
- Department of Physiology and Pharmacology, Basic Sciences, School of Medicine, Loma Linda University, Loma Linda, CA, United States
- Department of Anesthesiology, Neurosurgery and Neurology, School of Medicine, Loma Linda University, Loma Linda, CA, United States
| | - Anwen Shao
- Department of Neurosurgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| |
Collapse
|
9
|
Traumatic Neuroemergency: Imaging Patients with Traumatic Brain Injury—An Introduction. ACTA ACUST UNITED AC 2020. [DOI: 10.1007/978-3-030-38490-6_7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
|
10
|
Rickard JJS, Di-Pietro V, Smith DJ, Davies DJ, Belli A, Oppenheimer PG. Rapid optofluidic detection of biomarkers for traumatic brain injury via surface-enhanced Raman spectroscopy. Nat Biomed Eng 2020; 4:610-623. [DOI: 10.1038/s41551-019-0510-4] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Accepted: 12/11/2019] [Indexed: 02/07/2023]
|
11
|
Johnson BD, Sackett JR, Schlader ZJ, Leddy JJ. Attenuated Cardiovascular Responses to the Cold Pressor Test in Concussed Collegiate Athletes. J Athl Train 2020; 55:124-131. [PMID: 31909640 DOI: 10.4085/1062-6050-573-18] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
CONTEXT Cardiovascular responses to the cold pressor test (CPT) provide information regarding sympathetic function. OBJECTIVE To determine if recently concussed collegiate athletes had blunted cardiovascular responses during the CPT. DESIGN Cross-sectional study. SETTING Laboratory. PATIENTS OR OTHER PARTICIPANTS A total of 10 symptomatic concussed collegiate athletes (5 men, 5 women; age = 20 ± 2 years) who were within 7 days of diagnosis and 10 healthy control individuals (5 men, 5 women; age = 24 ± 4 years). INTERVENTION(S) The participants' right hands were submerged in agitated ice water for 120 seconds (CPT). MAIN OUTCOME MEASURE(S) Heart rate and blood pressure were continuously measured and averaged at baseline and every 30 seconds during the CPT. RESULTS Baseline heart rate and mean arterial pressure were not different between groups. Heart rate increased throughout 90 seconds of the CPT (peak increase at 60 seconds = 16 ± 13 beats/min; P < .001) in healthy control participants but remained unchanged in concussed athletes (peak increase at 60 seconds = 7 ± 10 beats/min; P = .08). We observed no differences between groups for the heart rate response (P > .28). Mean arterial pressure was elevated throughout the CPT starting at 30 seconds (5 ± 7 mm Hg; P = .048) in healthy control individuals (peak increase at 120 seconds = 26 ± 9 mm Hg; P < .001). Mean arterial pressure increased in concussed athletes at 90 seconds (8 ± 8 mm Hg; P = .003) and 120 seconds (12 ± 8 mm Hg; P < .001). Healthy control participants had a greater increase in mean arterial pressure starting at 60 seconds (P < .001) and throughout the CPT than concussed athletes (peak difference at 90 seconds = 25 ± 10 mm Hg and 8 ± 8 mm Hg, respectively; P < .001). CONCLUSIONS Recently concussed athletes had blunted cardiovascular responses to the CPT, which indicated sympathetic dysfunction.
Collapse
Affiliation(s)
- Blair D Johnson
- Center for Research and Education in Special Environments, Department of Exercise and Nutrition Sciences, University at Buffalo, NY
| | - James R Sackett
- Center for Research and Education in Special Environments, Department of Exercise and Nutrition Sciences, University at Buffalo, NY
| | - Zachary J Schlader
- Center for Research and Education in Special Environments, Department of Exercise and Nutrition Sciences, University at Buffalo, NY
| | - John J Leddy
- Department of Orthopaedics and Sports Medicine, University at Buffalo, NY
| |
Collapse
|
12
|
Hilz MJ, Wang R, Liu M, Muresanu D, Flanagan S, Winder K, Hösl K, Hummel T. Emotional and Autonomic Processing of Olfactory Stimuli Is Compromised in Patients with a History of Mild Traumatic Brain Injury. J Neurotrauma 2020; 37:125-138. [PMID: 31298614 DOI: 10.1089/neu.2018.6215] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Patients with a history of mild traumatic brain injury (post-mTBI patients) may have enduring cardiovascular-autonomic dysregulation and emotional problems. Olfactory stimulation (OS) triggers emotional and cardiovascular-autonomic responses that might be compromised in post-mTBI patients. We therefore evaluated these responses to OS in post-mTBI patients. In 17 post-mTBI patients (interval since mTBI: 32.4 ± 6.8 months) and 17 age- and sex-matched controls, we recorded respiration, electrocardiographic RR intervals, and systolic and diastolic blood pressures (BPsys, BPdia) before and during pleasant vanilla stimulation and unpleasant hydrogen sulphide (H2S) stimulation. Participants rated OS-related pleasantness, arousal, intensity, and familiarity on 9-point Likert scales. Analyses of variance (ANOVAs) with post hoc analyses compared parameters within each group before and during OS. To assess associations between pleasantness, arousal, intensity, and familiarity, we correlated OS scores within groups (significance: p < 0.05). Baseline parameters were similar between groups. Only in controls, vanilla stimulation significantly lowered BPsys and BPdia, whereas H2S stimulation lowered RR intervals. Vanilla-related pleasantness scores were lower, intensity scores were higher in patients than controls. During vanilla stimulation, pleasantness scores correlated negatively with arousal scores in controls, whereas familiarity scores correlated positively with intensity scores in patients. During H2S stimulation, familiarity scores correlated negatively with pleasantness scores in controls, whereas pleasantness scores correlated negatively with arousal scores in mTBI patients. Post-mTBI patients could not change BP or RR intervals during OS but perceived vanilla stimuli as less pleasant and more intense than did controls. Associations between pleasantness, arousal, intensity, and familiarity differed between groups suggesting different activation of the olfactory network and the central autonomic network upon OS. Subtle lesions within these networks might cause persistent changes in emotional and cognitive odor perception and cardiovascular responses.
Collapse
Affiliation(s)
- Max J Hilz
- Department of Neurology, University of Erlangen-Nuremberg, Erlangen, Germany.,Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Ruihao Wang
- Department of Neurology, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Mao Liu
- Department of Neurology, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Dafin Muresanu
- Department of Clinical Neurosciences, Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania.,RoNeuro Institute for Neurological Research and Diagnostic, Cluj-Napoca, Romania
| | - Steven Flanagan
- Department of Rehabilitation Medicine, New York University School of Medicine, New York, New York
| | - Klemens Winder
- Department of Neurology, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Katharina Hösl
- Department of Psychiatry and Psychotherapy, Paracelsus Medical University, Nuremberg, Germany
| | - Thomas Hummel
- Smell and Taste Clinic, Department of Otorhinolaryngology, TU Dresden, Dresden, Germany
| |
Collapse
|
13
|
Alois J, Bellamkonda S, Campolettano E, Gellner R, Genemaras A, Beckwith JG, Greenwald RM, Smith E, Rowson S, Duma SM, Crisco JJ. Do American Youth Football Players Intentionally Use Their Heads for High-Magnitude Impacts? Am J Sports Med 2019; 47:3498-3504. [PMID: 31697564 PMCID: PMC7408298 DOI: 10.1177/0363546519882034] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Concern for head injuries is widespread and has been reported by the media to be the number one cause of decreased participation in football among the American youth population. Identifying player mechanisms associated with intentional, or purposeful, head impacts should provide critical data for rule modifications, educational programs, and equipment design. PURPOSE To investigate the frequency of intentional and unintentional head impacts and to examine the player mechanisms associated with intentional high-magnitude head impacts by comparing the impact mechanism distributions among session type, player position, and ball possession. STUDY DESIGN Cross-sectional study; Level of evidence, 3. METHODS Head impact sensors and video footage of 68 players were used to analyze and classify 1319 high-magnitude impacts recorded over 1 season of youth football. RESULTS In total, 80% of the high-magnitude head impacts were classified as being caused by intentional use of the head. Head-to-head impact was the primary impact mechanism (n = 868; 82.7%) within the 1050 intentional high-magnitude impacts, with classifiable mechanisms, followed by head-to-body (n = 139; 13.2%), head-to-ground (n = 34; 3.2%), and head-to-equipment (n = 9; 0.9%). Head-to-head impacts also accounted for a greater proportion of impacts during practices (n = 625; 88.9%) than games, for linemen (n = 585; 90.3%) than perimeters and backs, and for ball carriers (n = 72; 79.1%) than tacklers. CONCLUSION Overall, the majority of high-magnitude head impacts were intentional and resulted from head-to-head contact. The proportion of head-to-head contact was significantly higher for practices than games, linemen than backs and perimeter players, and ball carriers than tacklers.
Collapse
Affiliation(s)
- Jaclyn Alois
- Bioengineering Laboratory, Department of Orthopaedics, The Warren Alpert Medical School of Brown University and Rhode Island Hospital, Providence, RI, USA
| | - Srinidhi Bellamkonda
- Bioengineering Laboratory, Department of Orthopaedics, The Warren Alpert Medical School of Brown University and Rhode Island Hospital, Providence, RI, USA
| | - Eamon Campolettano
- Department of Biomedical Engineering and Mechanics at Virginia Tech, Blacksburg, VA, USA
| | - Ryan Gellner
- Department of Biomedical Engineering and Mechanics at Virginia Tech, Blacksburg, VA, USA
| | | | | | | | - Eric Smith
- Department of Statistics at Virginia Tech, Blacksburg, VA, USA
| | - Steven Rowson
- Department of Biomedical Engineering and Mechanics at Virginia Tech, Blacksburg, VA, USA
| | - Stefan M. Duma
- Department of Biomedical Engineering and Mechanics at Virginia Tech, Blacksburg, VA, USA
| | - Joseph J. Crisco
- Bioengineering Laboratory, Department of Orthopaedics, The Warren Alpert Medical School of Brown University and Rhode Island Hospital, Providence, RI, USA
| |
Collapse
|
14
|
Imms P, Clemente A, Cook M, D'Souza W, Wilson PH, Jones DK, Caeyenberghs K. The structural connectome in traumatic brain injury: A meta-analysis of graph metrics. Neurosci Biobehav Rev 2019; 99:128-137. [PMID: 30615935 PMCID: PMC7615245 DOI: 10.1016/j.neubiorev.2019.01.002] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2018] [Revised: 11/22/2018] [Accepted: 01/03/2019] [Indexed: 12/15/2022]
Abstract
Although recent structural connectivity studies of traumatic brain injury (TBI) have used graph theory to evaluate alterations in global integration and functional segregation, pooled analysis is needed to examine the robust patterns of change in graph metrics across studies. Following a systematic search, 15 studies met the inclusion criteria for review. Of these, ten studies were included in a random-effects meta-analysis of global graph metrics, and subgroup analyses examined the confounding effects of severity and time since injury. The meta-analysis revealed significantly higher values of normalised clustering coefficient (gö=ö1.445, CI=[0.512, 2.378], pö=ö0.002) and longer characteristic path length (gö=ö0.514, CI=[0.190, 0.838], pö=ö0.002) in TBI patients compared with healthy controls. Our findings suggest that the TBI structural network has shifted away from the balanced small-world network towards a regular lattice. Therefore, these graph metrics may be useful markers of neurocognitive dysfunction in TBI. We conclude that the pattern of change revealed by our analysis should be used to guide hypothesis-driven research into the role of graph metrics as diagnostic and prognostic biomarkers.
Collapse
Affiliation(s)
- Phoebe Imms
- Mary MacKillop Institute for Heatlh Research, Faculty of Health Sciences, Australian Catholic University. 115 Victoria Parade, Melbourne, VIC, 3065, Australia.
| | - Adam Clemente
- Mary MacKillop Institute for Heatlh Research, Faculty of Health Sciences, Australian Catholic University. 115 Victoria Parade, Melbourne, VIC, 3065, Australia.
| | - Mark Cook
- Department of Medicine, St. Vincent's Hospital, University of Melbourne. 41 Victoria Parade, Melbourne, VIC, 3065, Australia.
| | - Wendyl D'Souza
- Department of Medicine, St. Vincent's Hospital, University of Melbourne. 41 Victoria Parade, Melbourne, VIC, 3065, Australia.
| | - Peter H Wilson
- Mary MacKillop Institute for Heatlh Research, Faculty of Health Sciences, Australian Catholic University. 115 Victoria Parade, Melbourne, VIC, 3065, Australia.
| | - Derek K Jones
- Mary MacKillop Institute for Heatlh Research, Faculty of Health Sciences, Australian Catholic University. 115 Victoria Parade, Melbourne, VIC, 3065, Australia; Cardiff University Brain Research Imaging Centre, School of Psychology, and Neuroscience and Mental Health Research Institute, Cardiff University, Maindy Rd, Cardiff, CF24 4HQ, United Kingdom.
| | - Karen Caeyenberghs
- Mary MacKillop Institute for Heatlh Research, Faculty of Health Sciences, Australian Catholic University. 115 Victoria Parade, Melbourne, VIC, 3065, Australia.
| |
Collapse
|
15
|
Klimova A, Korgaonkar MS, Whitford T, Bryant RA. Diffusion Tensor Imaging Analysis of Mild Traumatic Brain Injury and Posttraumatic Stress Disorder. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2018; 4:81-90. [PMID: 30616750 DOI: 10.1016/j.bpsc.2018.10.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2018] [Revised: 09/13/2018] [Accepted: 09/13/2018] [Indexed: 12/28/2022]
Abstract
BACKGROUND Debate exists over the extent to which dysfunctions arising from mild traumatic brain injury (mTBI) are distinct from posttraumatic stress disorder (PTSD). METHODS This study investigated 1) the white matter integrity of participants with either mTBI or PTSD, and 2) the relationship between white matter integrity and postconcussive syndrome. The sample comprised 110 civilians (mTBI group = 40; PTSD group = 32; age- and sex-matched trauma-exposed control subjects = 38) recruited from community advertising. Indicators of white matter abnormalities were fractional anisotropy, mean diffusivity, axial diffusivity, and radial diffusivity. PTSD symptoms were indexed by the Clinician-Administered PTSD Scale, and postconcussive symptoms were assessed using the Somatic and Psychological Health Report measure. RESULTS Fractional anisotropy was reduced in mTBI participants in the corpus callosum, tracts of the brainstem, projection fibers, association fibers, and limbic fibers compared with both PTSD and trauma-exposed control subjects. This decrease in fractional anisotropy was observed in the context of concurrent changes in radial diffusivity, axial diffusivity, and mean diffusivity. Postconcussive symptoms were largely explained by PTSD severity rather than by changes in brain white matter. mTBI appears to be characterized by distinct reductions in white matter integrity, and this cannot be attributed to PTSD. CONCLUSIONS PTSD symptoms appear to be more strongly associated with postconcussive syndrome than with white matter compromise. These findings extend epidemiological evidence of the relative associations of PTSD and mTBI with postconcussive syndrome.
Collapse
Affiliation(s)
- Aleksandra Klimova
- School of Psychology, University of New South Wales, Sydney, Australia; Brain Dynamics Centre, Westmead Institute for Medical Research, Westmead, Australia
| | | | - Thomas Whitford
- School of Psychology, University of New South Wales, Sydney, Australia
| | - Richard A Bryant
- School of Psychology, University of New South Wales, Sydney, Australia; Brain Dynamics Centre, Westmead Institute for Medical Research, Westmead, Australia.
| |
Collapse
|
16
|
Wortman RC, Meconi A, Neale KJ, Brady RD, McDonald SJ, Christie BR, Wright DK, Shultz SR. Diffusion MRI abnormalities in adolescent rats given repeated mild traumatic brain injury. Ann Clin Transl Neurol 2018; 5:1588-1598. [PMID: 30564624 PMCID: PMC6292182 DOI: 10.1002/acn3.667] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Revised: 09/12/2018] [Accepted: 09/20/2018] [Indexed: 12/14/2022] Open
Abstract
Objective Mild traumatic brain injury (mTBI) is a serious health concern in the adolescent population. Repeated mTBI may result in more pronounced deficits, and has been associated with long‐term neurological consequences including neurodegeneration. As such, there is a critical need for the development of objective mTBI biomarkers to help guide medical management. Diffusion‐weighted imaging (DWI) is an advanced magnetic resonance imaging (MRI) technique that may detect brain abnormalities after mTBI. Diffusion tensor imaging (DTI) is the most commonly applied DWI method, and initial studies have reported DTI changes in mTBI patients. Furthermore, new DWI methods (e.g., track‐weighted imaging; TWI) are being developed that may also be sensitive to mTBIs, but remain to be comprehensively studied. Methods This study utilized the Awake Closed Head Injury (ACHI) model of mTBI to investigate changes in DTI and TWI following repeated mTBI in adolescent male and female rats. A total of four ACHI impacts, two/day over two consecutive days, were delivered beginning on postnatal day 25. At 1 day and 7 days postinjury, rats were euthanized and brains were collected for DWI analyses. Results Rats given repeated mTBI displayed changes in fractional anisotropy and radial diffusivity (i.e., DTI measures), as well as track density (i.e., TWI). Interpretation These findings are consistent with initial DTI findings in mTBI patients, suggest that TWI may complement DTI, support the utility of DWI measures as biomarkers in mTBI, and further validate the ACHI rat model of mTBI.
Collapse
Affiliation(s)
- Ryan C Wortman
- Department of Neuroscience Central Clinical School Monash University Melbourne Victoria 3004 Australia.,Division of Medical Sciences University of Victoria Victoria BC V8P 5C2 Canada
| | - Alicia Meconi
- Department of Neuroscience Central Clinical School Monash University Melbourne Victoria 3004 Australia
| | - Katie J Neale
- Division of Medical Sciences University of Victoria Victoria BC V8P 5C2 Canada
| | - Rhys D Brady
- Department of Neuroscience Central Clinical School Monash University Melbourne Victoria 3004 Australia
| | - Stuart J McDonald
- Department of Physiology, Anatomy, and Microbiology La Trobe University Bundoora Victoria 3086 Australia
| | - Brian R Christie
- Division of Medical Sciences University of Victoria Victoria BC V8P 5C2 Canada
| | - David K Wright
- Department of Neuroscience Central Clinical School Monash University Melbourne Victoria 3004 Australia.,The Florey Institute of Neuroscience and Mental Health Parkville Victoria 3052 Australia
| | - Sandy R Shultz
- Department of Neuroscience Central Clinical School Monash University Melbourne Victoria 3004 Australia.,Division of Medical Sciences University of Victoria Victoria BC V8P 5C2 Canada.,Department of Medicine The Royal Melbourne Hospital The University of Melbourne Parkville Victoria 3010 Australia
| |
Collapse
|
17
|
Costello DM, Kaye AH, O'Brien TJ, Shultz SR. Sport related concussion - Potential for biomarkers to improve acute management. J Clin Neurosci 2018; 56:1-6. [PMID: 30055944 DOI: 10.1016/j.jocn.2018.07.002] [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] [Received: 04/29/2018] [Accepted: 07/08/2018] [Indexed: 12/14/2022]
Abstract
Sport-related concussion is a common form of mild traumatic brain injury that is now recognised as a serious health issue. Growing evidence suggests concussion may result in long-term and severe neurological disabilities. Recent research into the diagnosis and management of concussion may provide new approaches to concussion management that limit the potential long-term adverse effects of concussion. This paper summarises the problem of sport-related concussion and reviews key factors (sex, age, genetics) that may modify concussion outcomes. Current sport-related concussion tools are described. Analysis of emerging methods of acute concussion diagnosis using objective fluid and neuroimaging biomarkers is provided. These new concussion biomarkers have the potential to change management of sport-related concussion.
Collapse
Affiliation(s)
- Daniel M Costello
- Department of Medicine, The Royal Melbourne Hospital, The University of Melbourne, VIC 3010, Australia.
| | - Andrew H Kaye
- Department of Surgery, The Royal Melbourne Hospital, The University of Melbourne, VIC 3010, Australia
| | - Terence J O'Brien
- Department of Medicine, The Royal Melbourne Hospital, The University of Melbourne, VIC 3010, Australia; Departments of Neuroscience and Medicine, Central Clinical School, The Alfred Hospital, Monash University, Melbourne, VIC, 3004, Australia
| | - Sandy R Shultz
- Department of Medicine, The Royal Melbourne Hospital, The University of Melbourne, VIC 3010, Australia; Departments of Neuroscience and Medicine, Central Clinical School, The Alfred Hospital, Monash University, Melbourne, VIC, 3004, Australia
| |
Collapse
|
18
|
Meconi A, Wortman RC, Wright DK, Neale KJ, Clarkson M, Shultz SR, Christie BR. Repeated mild traumatic brain injury can cause acute neurologic impairment without overt structural damage in juvenile rats. PLoS One 2018; 13:e0197187. [PMID: 29738554 PMCID: PMC5940222 DOI: 10.1371/journal.pone.0197187] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2018] [Accepted: 04/27/2018] [Indexed: 11/19/2022] Open
Abstract
Repeated concussion is becoming increasingly recognized as a serious public health concern around the world. Moreover, there is a greater awareness amongst health professionals of the potential for repeated pediatric concussions to detrimentally alter the structure and function of the developing brain. To better study this issue, we developed an awake closed head injury (ACHI) model that enabled repeated concussions to be performed reliably and reproducibly in juvenile rats. A neurological assessment protocol (NAP) score was generated immediately after each ACHI to help quantify the cumulative effects of repeated injury on level of consciousness, and basic motor and reflexive capacity. Here we show that we can produce a repeated ACHI (4 impacts in two days) in both male and female juvenile rats without significant mortality or pain. We show that both single and repeated injuries produce acute neurological deficits resembling clinical concussion symptoms that can be quantified using the NAP score. Behavioural analyses indicate repeated ACHI acutely impaired spatial memory in the Barnes maze, and an interesting sex effect was revealed as memory impairment correlated moderately with poorer NAP score performance in a subset of females. These cognitive impairments occurred in the absence of motor impairments on the Rotarod, or emotional changes in the open field and elevated plus mazes. Cresyl violet histology and structural magnetic resonance imaging (MRI) indicated that repeated ACHI did not produce significant structural damage. MRI also confirmed there was no volumetric loss in the cortex, hippocampus, or corpus callosum of animals at 1 or 7 days post-ACHI. Together these data indicate that the ACHI model can provide a reliable, high throughput means to study the effects of concussions in juvenile rats.
Collapse
Affiliation(s)
- Alicia Meconi
- Division of Medical Sciences, University of Victoria, Victoria, British Columbia, Canada
| | - Ryan C. Wortman
- Division of Medical Sciences, University of Victoria, Victoria, British Columbia, Canada
| | - David K. Wright
- The Florey Institute of Neuroscience and Mental Health, Parkville, Victoria, Australia
- Department of Neuroscience, Monash University, Melbourne, Victoria, Australia
| | - Katie J. Neale
- Division of Medical Sciences, University of Victoria, Victoria, British Columbia, Canada
| | - Melissa Clarkson
- Division of Medical Sciences, University of Victoria, Victoria, British Columbia, Canada
| | - Sandy R. Shultz
- Division of Medical Sciences, University of Victoria, Victoria, British Columbia, Canada
- The Florey Institute of Neuroscience and Mental Health, Parkville, Victoria, Australia
- Department of Neuroscience, Monash University, Melbourne, Victoria, Australia
- Department of Medicine, University of Melbourne, Parkville, Victoria, Australia
| | - Brian R. Christie
- Division of Medical Sciences, University of Victoria, Victoria, British Columbia, Canada
- Centre for Brain Health and Program in Neuroscience, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Cellular and Physiological Sciences, University of British Columbia, Vancouver, British Columbia, Canada
- * E-mail:
| |
Collapse
|
19
|
O'Phelan KH, Otoshi CK, Ernst T, Chang L. Common Patterns of Regional Brain Injury Detectable by Diffusion Tensor Imaging in Otherwise Normal-Appearing White Matter in Patients with Early Moderate to Severe Traumatic Brain Injury. J Neurotrauma 2018; 35:739-749. [PMID: 29228858 PMCID: PMC5831746 DOI: 10.1089/neu.2016.4944] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Traumatic brain injury (TBI) alters the lives of millions of people every year. Although mortality rates have improved, attributed to better pre-hospital care and reduction of secondary injury in the critical care setting, improvements in functional outcomes post-TBI have been difficult to achieve. Diffusion-tensor imaging (DTI) allows detailed measurement of microstructural damage in regional brain tissue post-TBI, thus improving our understanding of the extent and severity of TBI. Twenty subjects were recruited from a neurological intensive care unit and compared to 18 healthy control subjects. Magnetic resonance imaging (MRI) scanning was performed on a 3.0-Tesla Siemens TIM Trio Scanner (Siemens Medical Solutions, Erlangen, Germany) including T1- and T2-weighted sequences and DTI. Images were processed using DTIStudio software. SAS (SAS Institute Inc., Cary, NC) was used for statistical analysis of group differences in 14 brain regions (25 regions of interests [ROIs]). Seventeen TBI subjects completed scanning. TBI and control subjects did not differ in age or sex. All TBI subjects had visible lesions on structural MRI. TBI subjects had seven brain regions (nine ROIs) that showed significant group differences on DTI metrics (fractional anisotropy, radial diffusion, or mean diffusion) compared to noninjured subjects, including the corpus callosum (genu and splenium), superior longitudinal fasciculus, internal capsule, right retrolenticular internal capsule, posterior corona radiata, and thalamus. However, 16 ROIs showed relatively normal DTI measures. Quantitative DTI demonstrates multiple areas of microstructual injury in specific normal-appearing white matter brain regions. DTI may be useful for assessing the extent of brain injury in patients with early moderate to severe TBI.
Collapse
Affiliation(s)
- Kristine H. O'Phelan
- Department of Neurology, Miller School of Medicine, University of Miami, Miami, Florida
| | - Chad K. Otoshi
- Department of Medicine, Neuroscience and MRI Research Program, John A. Burns School of Medicine, University of Hawaii at Manoa, Honolulu, Hawaii
| | - Thomas Ernst
- Department of Medicine, Neuroscience and MRI Research Program, John A. Burns School of Medicine, University of Hawaii at Manoa, Honolulu, Hawaii
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland
| | - Linda Chang
- Department of Medicine, Neuroscience and MRI Research Program, John A. Burns School of Medicine, University of Hawaii at Manoa, Honolulu, Hawaii
- Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland
| |
Collapse
|
20
|
Zhang J, Wei X, Xie S, Zhou Z, Shang D, Ji R, Yu Y, He F, Du Y, Ye X, Luo B. Multifunctional Roles of the Ventral Stream in Language Models: Advanced Segmental Quantification in Post-Stroke Aphasic Patients. Front Neurol 2018. [PMID: 29535675 PMCID: PMC5835331 DOI: 10.3389/fneur.2018.00089] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
In the dual-route language model, the dorsal pathway is known for sound-to-motor mapping, but the role of the ventral stream is controversial. With the goal of enhancing our understanding of language models, this study investigated the diffusion characteristics of candidate tracts in aphasic patients. We evaluated 14 subacute aphasic patients post-stroke and 11 healthy controls with language assessment and diffusion magnetic resonance imaging. Voxel-based lesion-symptom mapping found multiple linguistic associations for the ventral stream, while automated fiber quantification (AFQ) showed, via reduced fractional anisotropy (FA) and axial diffusivity with increased radial diffusivity (all corrected p < 0.05), that the integrity of both the left dorsal and ventral streams was compromised. The average diffusion metrics of each fascicle provided by AFQ also confirmed that voxels with significant FA-language correlations were located in the ventral tracts, including the left inferior fronto-occipital fascicle (IFOF) (comprehension: r = 0.839, p = 0.001; repetition: r = 0.845, p = 0.001; naming: r = 0.813, p = 0.002; aphasia quotient: r = 0.847, p = 0.001) and uncinate fascicle (naming: r = 0.948, p = 0.001). Furthermore, point-wise AFQ revealed that the segment of the left IFOF with the strongest correlations was its narrow stem. The temporal segment of the left inferior longitudinal fascicle was also found to correlate significantly with comprehension (r = 0.663, p = 0.03) and repetition (r = 0.742, p = 0.009). This preliminary study suggests that white matter integrity analysis of the ventral stream may have the potential to reveal aphasic severity and guide individualized rehabilitation. The left IFOF, specifically its narrow stem segment, associates with multiple aspects of language, indicating an important role in semantic processing and multimodal linguistic functions.
Collapse
Affiliation(s)
- Jie Zhang
- Department of Rehabilitation Medicine, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, China.,Department of Neurology and Brain Medical Centre, The First Affiliated Hospital, Zhejiang University, Hangzhou, China
| | - Xuehu Wei
- Key Laboratory for NeuroInformation of the Ministry of Education, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Sangma Xie
- College of Life Information Science and Instrument Engineering, Hangzhou Dianzi University, Hangzhou, China
| | - Zhen Zhou
- Department of Computer Science, Zhejiang University, Hangzhou, China
| | - Desheng Shang
- Department of Radiology, The First Affiliated Hospital, Zhejiang University, Hangzhou, China
| | - Renjie Ji
- Department of Neurology and Brain Medical Centre, The First Affiliated Hospital, Zhejiang University, Hangzhou, China
| | - Yamei Yu
- Department of Neurology and Brain Medical Centre, The First Affiliated Hospital, Zhejiang University, Hangzhou, China
| | - Fangping He
- Department of Neurology and Brain Medical Centre, The First Affiliated Hospital, Zhejiang University, Hangzhou, China
| | - Yue Du
- School of Medicine, Zhejiang University, Hangzhou, China
| | - Xiangming Ye
- Department of Rehabilitation Medicine, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, China
| | - Benyan Luo
- Department of Neurology and Brain Medical Centre, The First Affiliated Hospital, Zhejiang University, Hangzhou, China
| |
Collapse
|
21
|
Wright DK, O'Brien TJ, Mychasiuk R, Shultz SR. Telomere length and advanced diffusion MRI as biomarkers for repetitive mild traumatic brain injury in adolescent rats. Neuroimage Clin 2018; 18:315-324. [PMID: 29876252 PMCID: PMC5987845 DOI: 10.1016/j.nicl.2018.01.033] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Revised: 01/24/2018] [Accepted: 01/26/2018] [Indexed: 12/13/2022]
Abstract
Mild traumatic brain injuries (mTBI) are of worldwide concern in adolescents of both sexes, and repeated mTBI (RmTBI) may have serious long-term neurological consequences. As such, the study of RmTBI and discovery of objective biomarkers that can help guide medical decisions is an important undertaking. Diffusion-weighted MRI (DWI), which provides markers of axonal injury, and telomere length (TL) are two clinically relevant biomarkers that have been implicated in a number of neurological conditions, and may also be affected by RmTBI. Therefore, this study utilized the lateral impact injury model of RmTBI to investigate changes in diffusion MRI and TL, and how these changes relate to each other. Adolescent male and female rats received either three mTBIs or three sham injuries. The first injury was given on postnatal day 30 (P30), with the repeated injuries separated by four days each. Seven days after the final injury, a sample of ear tissue was collected for TL analysis. Rats were then euthanized and whole brains were collected and fixated for MRI analyses that included diffusion and high-resolution structural sequences. Compared to the sham-injured group, RmTBI rats had significantly shorter TL at seven days post-injury. Analysis of advanced DWI measures found that RmTBI rats had abnormalities in the corpus callosum and cortex at seven days post-injury. Notably, many of the DWI changes were correlated with TL. These findings demonstrate that TL and DWI measurements are changed by RmTBI and may represent clinically applicable biomarkers for this.
Collapse
Affiliation(s)
- David K Wright
- Department of Anatomy and Neuroscience, The University of Melbourne, Parkville, VIC 3010, Australia; The Florey Institute of Neuroscience and Mental Health, Parkville, VIC 3052, Australia; Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia
| | - Terence J O'Brien
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia; Department of Medicine, The Royal Melbourne Hospital, The University of Melbourne, VIC 3010, Australia
| | - Richelle Mychasiuk
- Alberta Children's Hospital Research Institute, University of Calgary, Department of Psychology, Calgary, AB, Canada
| | - Sandy R Shultz
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia; Department of Medicine, The Royal Melbourne Hospital, The University of Melbourne, VIC 3010, Australia.
| |
Collapse
|
22
|
Abstract
RATIONALE We report on a patient with injury of the cortico-ponto-cerebellar tract (CPCT) following mild traumatic brain injury (TBI), diagnosed by diffusion tensor tractography (DTT). PATIENT CONCERNS A 53-year-old female patient was injured in a car crash. While under treatment at a local medical center for headache, mild motor weakness, and cognitive impairment that developed following the car crash, she fell, hitting her head on the ground, about six weeks after the car crash. DIAGNOSES Approximately three months after the car crash, she began to show tremor on both hands and mild truncal ataxia. Twenty months after the car crash, when she underwent neurological evaluation at the rehabilitation department of a university hospital, she presented with mild resting and intentional tremor on both hands, and mild truncal ataxia. INTERVENTIONS N/A. OUTCOMES On 20-month DTT, the left CPCT showed tearing at the level of the subcortical white matter and pons, and discontinuation at the cerebellar portion. However, the integrity of the DRTT was well-preserved in both hemispheres. LESSONS Using DTT, injury of the CPCT was demonstrated in a patient with ataxia and tremor following mild TBI.
Collapse
Affiliation(s)
- Sung Ho Jang
- Department of Physical Medicine and Rehabilitation, College of Medicine, Yeungnam University, Gyeongsangbuk-do
| | - Hyeok Gyu Kwon
- Department of Physical Therapy, College of Health Sciences, Catholic University of Pusan, Pusan, Republic of Korea
| |
Collapse
|
23
|
Zhang J, Wei RL, Peng GP, Zhou JJ, Wu M, He FP, Pan G, Gao J, Luo BY. Correlations between diffusion tensor imaging and levels of consciousness in patients with traumatic brain injury: a systematic review and meta-analysis. Sci Rep 2017; 7:2793. [PMID: 28584256 PMCID: PMC5459858 DOI: 10.1038/s41598-017-02950-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2017] [Accepted: 04/26/2017] [Indexed: 12/19/2022] Open
Abstract
Traumatic brain injury (TBI) often leads to impaired consciousness. Recent diffusion tensor imaging studies associated consciousness with imaging metrics including fractional anisotropy (FA) and apparent diffusion coefficient (ADC). We evaluated their correlations and determined the best index in candidate regions. Six databases were searched, including PubMed and Embase, and 16 studies with 701 participants were included. Data from region-of-interest and whole-brain analysis methods were meta-analysed separately. The FA-consciousness correlation was marginal in the whole-brain white matter (r = 0.63, 95% CI [0.47, 0.79], p = 0.000) and the corpus callosum (CC) (r = 0.60, 95% CI [0.48, 0.71], p = 0.000), and moderate in the internal capsule (r = 0.48, 95% CI [0.24, 0.72], p = 0.000). Correlations with ADC trended negative and lacked significance. Further subgroup analysis revealed that consciousness levels correlated strongly with FA in the CC body (r = 0.66, 95% CI [0.43, 0.89]), moderately in the splenium (r = 0.58, 95% CI [0.38, 0.78]), but insignificantly in the genu. In conclusion, FA correlates better with consciousness levels than ADC in TBI. The degree of correlation varies among brain regions. The CC (especially its splenium and body) is a reliable candidate region to quantitatively reflect consciousness levels.
Collapse
Affiliation(s)
- Jie Zhang
- Department of Neurology & Brain Medical Centre, The First Affiliated Hospital, Zhejiang University, Hangzhou, China
| | - Rui-Li Wei
- Department of Neurology & Brain Medical Centre, The First Affiliated Hospital, Zhejiang University, Hangzhou, China
| | - Guo-Ping Peng
- Department of Neurology & Brain Medical Centre, The First Affiliated Hospital, Zhejiang University, Hangzhou, China
| | - Jia-Jia Zhou
- Department of Neurology & Brain Medical Centre, The First Affiliated Hospital, Zhejiang University, Hangzhou, China
| | - Min Wu
- Department of Neurology & Brain Medical Centre, The First Affiliated Hospital, Zhejiang University, Hangzhou, China
| | - Fang-Ping He
- Department of Neurology & Brain Medical Centre, The First Affiliated Hospital, Zhejiang University, Hangzhou, China
| | - Gang Pan
- Department of Computer Science, Zhejiang University, Hangzhou, China
| | - Jian Gao
- Department of Rehabilitation, Hangzhou Hospital of Zhejiang CAPR, Hangzhou, China
| | - Ben-Yan Luo
- Department of Neurology & Brain Medical Centre, The First Affiliated Hospital, Zhejiang University, Hangzhou, China.
| |
Collapse
|
24
|
Shah RN, Allen JW. Advances in Mild Traumatic Brain Injury Imaging Biomarkers. CURRENT RADIOLOGY REPORTS 2017. [DOI: 10.1007/s40134-017-0210-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
|
25
|
Bahrami N, Sharma D, Rosenthal S, Davenport EM, Urban JE, Wagner B, Jung Y, Vaughan CG, Gioia GA, Stitzel JD, Whitlow CT, Maldjian JA. Subconcussive Head Impact Exposure and White Matter Tract Changes over a Single Season of Youth Football. Radiology 2016; 281:919-926. [PMID: 27775478 DOI: 10.1148/radiol.2016160564] [Citation(s) in RCA: 146] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Purpose To examine the effects of subconcussive impacts resulting from a single season of youth (age range, 8-13 years) football on changes in specific white matter (WM) tracts as detected with diffusion-tensor imaging in the absence of clinically diagnosed concussions. Materials and Methods Head impact data were recorded by using the Head Impact Telemetry system and quantified as the combined-probability risk-weighted cumulative exposure (RWECP). Twenty-five male participants were evaluated for seasonal fractional anisotropy (FA) changes in specific WM tracts: the inferior fronto-occipital fasciculus (IFOF), inferior longitudinal fasciculus, and superior longitudinal fasciculus (SLF). Fiber tracts were segmented into a central core and two fiber terminals. The relationship between seasonal FA change in the whole fiber, central core, and the fiber terminals with RWECP was also investigated. Linear regression analysis was conducted to determine the association between RWECP and change in fiber tract FA during the season. Results There were statistically significant linear relationships between RWEcp and decreased FA in the whole (R2 = 0.433; P = .003), core (R2 = 0.3649; P = .007), and terminals (R2 = 0.5666; P < .001) of left IFOF. A trend toward statistical significance (P = .08) in right SLF was observed. A statistically significant correlation between decrease in FA of the right SLF terminal and RWECP was also observed (R2 = 0.2893; P = .028). Conclusion This study found a statistically significant relationship between head impact exposure and change of FA fractional anisotropy value of whole, core, and terminals of left IFOF and right SLF's terminals where WM and gray matter intersect, in the absence of a clinically diagnosed concussion. © RSNA, 2016.
Collapse
Affiliation(s)
- Naeim Bahrami
- From the Advanced Neuroscience Imaging Research (ANSIR) Laboratory (N.B., D.S., E.M.D., Y.J., C.T.W., J.A.M.), Wake Forest School of Medicine (S.R.), Department of Radiology-Neuroradiology (Y.J., C.T.W.), Department of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Department of Family and Community Medicine (C.T.W.), Department of Neurosurgery (C.T.W.), Virginia Tech-Wake Forest School of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Division of Pediatric Neuropsychology (C.G.V., G.A.G.), Children's National Health System, George Washington University School of Medicine, Rockville, Md; Childress Institute for Pediatric Trauma, Wake Forest School of Medicine, Winston-Salem, NC (J.D.S.); and Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (E.M.D., B.W., J.A.M.)
| | - Dev Sharma
- From the Advanced Neuroscience Imaging Research (ANSIR) Laboratory (N.B., D.S., E.M.D., Y.J., C.T.W., J.A.M.), Wake Forest School of Medicine (S.R.), Department of Radiology-Neuroradiology (Y.J., C.T.W.), Department of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Department of Family and Community Medicine (C.T.W.), Department of Neurosurgery (C.T.W.), Virginia Tech-Wake Forest School of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Division of Pediatric Neuropsychology (C.G.V., G.A.G.), Children's National Health System, George Washington University School of Medicine, Rockville, Md; Childress Institute for Pediatric Trauma, Wake Forest School of Medicine, Winston-Salem, NC (J.D.S.); and Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (E.M.D., B.W., J.A.M.)
| | - Scott Rosenthal
- From the Advanced Neuroscience Imaging Research (ANSIR) Laboratory (N.B., D.S., E.M.D., Y.J., C.T.W., J.A.M.), Wake Forest School of Medicine (S.R.), Department of Radiology-Neuroradiology (Y.J., C.T.W.), Department of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Department of Family and Community Medicine (C.T.W.), Department of Neurosurgery (C.T.W.), Virginia Tech-Wake Forest School of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Division of Pediatric Neuropsychology (C.G.V., G.A.G.), Children's National Health System, George Washington University School of Medicine, Rockville, Md; Childress Institute for Pediatric Trauma, Wake Forest School of Medicine, Winston-Salem, NC (J.D.S.); and Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (E.M.D., B.W., J.A.M.)
| | - Elizabeth M Davenport
- From the Advanced Neuroscience Imaging Research (ANSIR) Laboratory (N.B., D.S., E.M.D., Y.J., C.T.W., J.A.M.), Wake Forest School of Medicine (S.R.), Department of Radiology-Neuroradiology (Y.J., C.T.W.), Department of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Department of Family and Community Medicine (C.T.W.), Department of Neurosurgery (C.T.W.), Virginia Tech-Wake Forest School of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Division of Pediatric Neuropsychology (C.G.V., G.A.G.), Children's National Health System, George Washington University School of Medicine, Rockville, Md; Childress Institute for Pediatric Trauma, Wake Forest School of Medicine, Winston-Salem, NC (J.D.S.); and Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (E.M.D., B.W., J.A.M.)
| | - Jillian E Urban
- From the Advanced Neuroscience Imaging Research (ANSIR) Laboratory (N.B., D.S., E.M.D., Y.J., C.T.W., J.A.M.), Wake Forest School of Medicine (S.R.), Department of Radiology-Neuroradiology (Y.J., C.T.W.), Department of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Department of Family and Community Medicine (C.T.W.), Department of Neurosurgery (C.T.W.), Virginia Tech-Wake Forest School of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Division of Pediatric Neuropsychology (C.G.V., G.A.G.), Children's National Health System, George Washington University School of Medicine, Rockville, Md; Childress Institute for Pediatric Trauma, Wake Forest School of Medicine, Winston-Salem, NC (J.D.S.); and Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (E.M.D., B.W., J.A.M.)
| | - Benjamin Wagner
- From the Advanced Neuroscience Imaging Research (ANSIR) Laboratory (N.B., D.S., E.M.D., Y.J., C.T.W., J.A.M.), Wake Forest School of Medicine (S.R.), Department of Radiology-Neuroradiology (Y.J., C.T.W.), Department of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Department of Family and Community Medicine (C.T.W.), Department of Neurosurgery (C.T.W.), Virginia Tech-Wake Forest School of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Division of Pediatric Neuropsychology (C.G.V., G.A.G.), Children's National Health System, George Washington University School of Medicine, Rockville, Md; Childress Institute for Pediatric Trauma, Wake Forest School of Medicine, Winston-Salem, NC (J.D.S.); and Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (E.M.D., B.W., J.A.M.)
| | - Youngkyoo Jung
- From the Advanced Neuroscience Imaging Research (ANSIR) Laboratory (N.B., D.S., E.M.D., Y.J., C.T.W., J.A.M.), Wake Forest School of Medicine (S.R.), Department of Radiology-Neuroradiology (Y.J., C.T.W.), Department of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Department of Family and Community Medicine (C.T.W.), Department of Neurosurgery (C.T.W.), Virginia Tech-Wake Forest School of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Division of Pediatric Neuropsychology (C.G.V., G.A.G.), Children's National Health System, George Washington University School of Medicine, Rockville, Md; Childress Institute for Pediatric Trauma, Wake Forest School of Medicine, Winston-Salem, NC (J.D.S.); and Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (E.M.D., B.W., J.A.M.)
| | - Christopher G Vaughan
- From the Advanced Neuroscience Imaging Research (ANSIR) Laboratory (N.B., D.S., E.M.D., Y.J., C.T.W., J.A.M.), Wake Forest School of Medicine (S.R.), Department of Radiology-Neuroradiology (Y.J., C.T.W.), Department of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Department of Family and Community Medicine (C.T.W.), Department of Neurosurgery (C.T.W.), Virginia Tech-Wake Forest School of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Division of Pediatric Neuropsychology (C.G.V., G.A.G.), Children's National Health System, George Washington University School of Medicine, Rockville, Md; Childress Institute for Pediatric Trauma, Wake Forest School of Medicine, Winston-Salem, NC (J.D.S.); and Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (E.M.D., B.W., J.A.M.)
| | - Gerard A Gioia
- From the Advanced Neuroscience Imaging Research (ANSIR) Laboratory (N.B., D.S., E.M.D., Y.J., C.T.W., J.A.M.), Wake Forest School of Medicine (S.R.), Department of Radiology-Neuroradiology (Y.J., C.T.W.), Department of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Department of Family and Community Medicine (C.T.W.), Department of Neurosurgery (C.T.W.), Virginia Tech-Wake Forest School of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Division of Pediatric Neuropsychology (C.G.V., G.A.G.), Children's National Health System, George Washington University School of Medicine, Rockville, Md; Childress Institute for Pediatric Trauma, Wake Forest School of Medicine, Winston-Salem, NC (J.D.S.); and Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (E.M.D., B.W., J.A.M.)
| | - Joel D Stitzel
- From the Advanced Neuroscience Imaging Research (ANSIR) Laboratory (N.B., D.S., E.M.D., Y.J., C.T.W., J.A.M.), Wake Forest School of Medicine (S.R.), Department of Radiology-Neuroradiology (Y.J., C.T.W.), Department of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Department of Family and Community Medicine (C.T.W.), Department of Neurosurgery (C.T.W.), Virginia Tech-Wake Forest School of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Division of Pediatric Neuropsychology (C.G.V., G.A.G.), Children's National Health System, George Washington University School of Medicine, Rockville, Md; Childress Institute for Pediatric Trauma, Wake Forest School of Medicine, Winston-Salem, NC (J.D.S.); and Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (E.M.D., B.W., J.A.M.)
| | - Christopher T Whitlow
- From the Advanced Neuroscience Imaging Research (ANSIR) Laboratory (N.B., D.S., E.M.D., Y.J., C.T.W., J.A.M.), Wake Forest School of Medicine (S.R.), Department of Radiology-Neuroradiology (Y.J., C.T.W.), Department of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Department of Family and Community Medicine (C.T.W.), Department of Neurosurgery (C.T.W.), Virginia Tech-Wake Forest School of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Division of Pediatric Neuropsychology (C.G.V., G.A.G.), Children's National Health System, George Washington University School of Medicine, Rockville, Md; Childress Institute for Pediatric Trauma, Wake Forest School of Medicine, Winston-Salem, NC (J.D.S.); and Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (E.M.D., B.W., J.A.M.)
| | - Joseph A Maldjian
- From the Advanced Neuroscience Imaging Research (ANSIR) Laboratory (N.B., D.S., E.M.D., Y.J., C.T.W., J.A.M.), Wake Forest School of Medicine (S.R.), Department of Radiology-Neuroradiology (Y.J., C.T.W.), Department of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Department of Family and Community Medicine (C.T.W.), Department of Neurosurgery (C.T.W.), Virginia Tech-Wake Forest School of Biomedical Engineering (N.B., J.E.U., Y.J., J.D.S., C.T.W.), Division of Pediatric Neuropsychology (C.G.V., G.A.G.), Children's National Health System, George Washington University School of Medicine, Rockville, Md; Childress Institute for Pediatric Trauma, Wake Forest School of Medicine, Winston-Salem, NC (J.D.S.); and Department of Radiology, University of Texas Southwestern Medical Center, Dallas, Tex (E.M.D., B.W., J.A.M.)
| |
Collapse
|
26
|
Shultz SR, McDonald SJ, Vonder Haar C, Meconi A, Vink R, van Donkelaar P, Taneja C, Iverson GL, Christie BR. The potential for animal models to provide insight into mild traumatic brain injury: Translational challenges and strategies. Neurosci Biobehav Rev 2016; 76:396-414. [PMID: 27659125 DOI: 10.1016/j.neubiorev.2016.09.014] [Citation(s) in RCA: 104] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2015] [Revised: 09/07/2016] [Accepted: 09/16/2016] [Indexed: 12/14/2022]
Abstract
Mild traumatic brain injury (mTBI) is a common health problem. There is tremendous variability and heterogeneity in human mTBI, including mechanisms of injury, biomechanical forces, injury severity, spatial and temporal pathophysiology, genetic factors, pre-injury vulnerability and resilience factors, and clinical outcomes. Animal models greatly reduce this variability and heterogeneity, and provide a means to study mTBI in a rigorous, controlled, and efficient manner. Rodent models, in particular, are time- and cost-efficient, and they allow researchers to measure morphological, cellular, molecular, and behavioral variables in a single study. However, inter-species differences in anatomy, morphology, metabolism, neurobiology, and lifespan create translational challenges. Although the term "mild" TBI is used often in the pre-clinical literature, clearly defined criteria for mild, moderate, and severe TBI in animal models have not been agreed upon. In this review, we introduce current issues facing the mTBI field, summarize the available research methodologies and previous studies in mTBI animal models, and discuss how a translational research approach may be useful in advancing our understanding and management of mTBI.
Collapse
Affiliation(s)
- Sandy R Shultz
- Department of Medicine, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC, Australia.
| | - Stuart J McDonald
- Department of Physiology, Anatomy and Microbiology, La Trobe University, Melbourne, VIC, Australia
| | - Cole Vonder Haar
- Department of Psychology, The University of British Columbia, Vancouver, BC, Canada
| | - Alicia Meconi
- Division of Medical Sciences, The University of Victoria, Victoria, BC, Canada
| | - Robert Vink
- Division of Health Sciences, The University of South Australia, Adelaide, SA, Australia
| | - Paul van Donkelaar
- School of Health and Exercise Sciences, The University of British Columbia Okanagan, Kelowna, BC, Canada
| | - Chand Taneja
- Division of Medical Sciences, The University of Victoria, Victoria, BC, Canada
| | - Grant L Iverson
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Spaulding Rehabilitation Hospital, Home Base, A Red Sox Foundation and Massachusetts General Hospital Program, and MassGeneral Hospital for Children™ Sports Concussion Program, Boston, MA, USA
| | - Brian R Christie
- Division of Medical Sciences, The University of Victoria, Victoria, BC, Canada
| |
Collapse
|
27
|
Fink AZ, Mogil LB, Lipton ML. Advanced neuroimaging in the clinic: critical appraisal of the evidence base. Br J Radiol 2016; 89:20150753. [PMID: 27074623 DOI: 10.1259/bjr.20150753] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
The shortage of high-quality systematic reviews in the field of radiology limits evidence-based integration of imaging methods into clinical practice and may perpetuate misconceptions regarding the efficacy and appropriateness of imaging techniques for specific applications. Diffusion tensor imaging for patients with mild traumatic brain injury (DTI-mTBI) and dynamic susceptibility contrast MRI for patients with glioma (DSC-glioma) are applications of quantitative neuroimaging, which similarly detect manifestations of disease where conventional neuroimaging techniques cannot. We performed a critical appraisal of reviews, based on the current evidence-based medicine methodology, addressing the ability of DTI-mTBI and DSC-glioma to (a) detect brain abnormalities and/or (b) predict clinical outcomes. 23 reviews of DTI-mTBI and 26 reviews of DSC-glioma met criteria for inclusion. All reviews addressed detection of brain abnormalities, whereas 12 DTI-mTBI reviews and 22 DSC-glioma reviews addressed prediction of a clinical outcome. All reviews were assessed using a critical appraisal worksheet consisting of 19 yes/no questions. Reviews were graded according to the total number of positive responses and the 2011 Oxford Centre for evidence-based medicine levels of evidence criteria. Reviews addressing DTI-mTBI detection had moderate quality, while those addressing DSC-glioma were of low quality. Reviews addressing prediction of outcomes for both applications were of low quality. Five DTI-mTBI reviews, but only one review of DSC-glioma met criteria for classification as a meta-analysis/systematic/quantitative review.
Collapse
Affiliation(s)
- Adam Z Fink
- 1 The Gruss Magnetic Resonance Research Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Lisa B Mogil
- 1 The Gruss Magnetic Resonance Research Center, Albert Einstein College of Medicine, Bronx, NY, USA.,2 SUNY Buffalo School of Medicine and Biomedical Sciences, Buffalo, NY, USA
| | - Michael L Lipton
- 1 The Gruss Magnetic Resonance Research Center, Albert Einstein College of Medicine, Bronx, NY, USA.,3 Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, Bronx, NY, USA.,4 The Dominick P Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, NY, USA.,5 Department of Radiology, Montefiore Medical Center, Bronx, NY, USA.,6 Departments of Radiology, Albert Einstein College of Medicine, Bronx, NY, USA
| |
Collapse
|
28
|
Munivenkatappa A, Devi BI, Shukla DP, Rajeswaran J. Role of the thalamus in natural recovery of cognitive impairment in patients with mild traumatic brain injury. Brain Inj 2015; 30:388-392. [PMID: 26619364 DOI: 10.3109/02699052.2015.1089599] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
INTRODUCTION Patients with mild traumatic brain injury (mTBI) may have normal neuroimaging but manifest with a broad-spectrum of cognitive-deficits, which may resolve eventually. The function of the thalamus in the process of natural-recovery remains elusive. The current study investigates the role of the thalamus in natural-recovery of cognitive-deficits in patients with mTBI. METHODS Twenty-one patients with mTBI were evaluated with an initial MRI scan, within 36 hours of injury and assessed with neuropsychological tests(NPT) at 3-4 weeks after injury. First and second follow-up MRI and NPT were performed at 3-4 months and 6-7 months, respectively. The volume and tensor measures of the thalamus and cognitive-scores were analysed at each assessment using repeated-measures of variance. The association of cognitive-scores with corresponding period imaging measures was analysed using bivariate-correlation. RESULTS Serial evaluation showed that all the cognitive-domains improved significantly. During this period there was a significant increase in mean thalamic volume (p = 0.049, effect-size = 0.18). After 3-4 months there was emergence of anisotropic thalamo-cortical connections. At 2-3 weeks and 6-7 months after injury, the alterations in diffusivity values were positively associated with improvement in memory-scores. Improvement in attention-scores correlated significantly with changes in tensor values at the 6-7 months after-injury. CONCLUSION The correlation between improvement in cognitive-scores and changes in thalamic tensor and volume measures reflect the role of the thalamus in natural-recovery after mTBI.
Collapse
Affiliation(s)
| | | | | | - Jamuna Rajeswaran
- c Department of Clinical Psychology , National Institute of Mental Health and Neurosciences , Bangalore , India
| |
Collapse
|
29
|
Hilz MJ, Aurnhammer F, Flanagan SR, Intravooth T, Wang R, Hösl KM, Pauli E, Koehn J. Eyeball Pressure Stimulation Unveils Subtle Autonomic Cardiovascular Dysfunction in Persons with a History of Mild Traumatic Brain Injury. J Neurotrauma 2015; 32:1796-804. [DOI: 10.1089/neu.2014.3842] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Max J. Hilz
- Department of Neurology, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Felix Aurnhammer
- Department of Neurology, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Steven R. Flanagan
- Department of Rehabilitation Medicine, New York University School of Medicine, New York, New York
| | - Tassanai Intravooth
- Department of Neurology, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Ruihao Wang
- Department of Neurology, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Katharina M. Hösl
- Department of Psychiatry, Addiction Psychiatry, Psychotherapy, and Psychosomatic Medicine, Klinikum am Europakanal Erlangen, Erlangen, Germany
| | - Elisabeth Pauli
- Department of Neurology, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Julia Koehn
- Department of Neurology, University of Erlangen-Nuremberg, Erlangen, Germany
| |
Collapse
|
30
|
Kushner DS. Strategies to avoid a missed diagnosis of co-occurring concussion in post-acute patients having a spinal cord injury. Neural Regen Res 2015. [PMID: 26199589 PMCID: PMC4498334 DOI: 10.4103/1673-5374.158329] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
Research scientists and clinicians should be aware that missed diagnoses of mild-moderate traumatic brain injuries in post-acute patients having spinal cord injuries may approach 60-74% with certain risk factors, potentially causing clinical consequences for patients, and confounding the results of clinical research studies. Factors leading to a missed diagnosis may include acute trauma-related life-threatening issues, sedation/intubation, subtle neuropathology on neuroimaging, failure to collect Glasgow Coma Scale scores or duration of posttraumatic amnesia, or lack of validity of this information, and overlap in neuro-cognitive symptoms with emotional responses to spinal cord injuries. Strategies for avoiding a missed diagnosis of mild-moderate traumatic brain injuries in patients having a spinal cord injuries are highlighted in this perspective.
Collapse
Affiliation(s)
- David S Kushner
- Department of Physical Medicine & Rehabilitation, University of Miami Miller School of Medicine, Miami, FL, USA
| |
Collapse
|
31
|
Agoston DV. Bench-to-Bedside and Bedside Back to the Bench; Seeking a Better Understanding of the Acute Pathophysiological Process in Severe Traumatic Brain Injury. Front Neurol 2015; 6:47. [PMID: 25852631 PMCID: PMC4362297 DOI: 10.3389/fneur.2015.00047] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2014] [Accepted: 02/23/2015] [Indexed: 12/11/2022] Open
Abstract
Despite substantial investments, traumatic brain injury (TBI) remains one of the major disorders that lack specific pharmacotherapy. To a substantial degree, this situation is due to lack of understanding of the pathophysiological process of the disease. Experimental TBI research offers controlled, rapid, and cost-effective means to identify the pathophysiology but translating experimental findings into clinical practice can be further improved by using the same or similar outcome measures and clinically relevant time points. The pathophysiology during the acute phase of severe TBI is especially poorly understood. In this Mini review, I discuss some of the incongruences between current clinical practices and needs versus information provided by experimental TBI research as well as the benefits of designing animal experiments with translation into clinical practice in mind.
Collapse
Affiliation(s)
- Denes V Agoston
- Department of Anatomy, Physiology and Genetics, Uniformed Services University , Bethesda, MD , USA ; Department of Neuroscience, Experimental Neurotrauma, Karolinska Institutet , Stockholm , Sweden
| |
Collapse
|
32
|
Elder GA, Stone JR, Ahlers ST. Effects of low-level blast exposure on the nervous system: is there really a controversy? Front Neurol 2014; 5:269. [PMID: 25566175 PMCID: PMC4271615 DOI: 10.3389/fneur.2014.00269] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2014] [Accepted: 11/29/2014] [Indexed: 12/20/2022] Open
Abstract
High-pressure blast waves can cause extensive CNS injury in human beings. However, in combat settings, such as Iraq and Afghanistan, lower level exposures associated with mild traumatic brain injury (mTBI) or subclinical exposure have been much more common. Yet controversy exists concerning what traits can be attributed to low-level blast, in large part due to the difficulty of distinguishing blast-related mTBI from post-traumatic stress disorder (PTSD). We describe how TBI is defined in human beings and the problems posed in using current definitions to recognize blast-related mTBI. We next consider the problem of applying definitions of human mTBI to animal models, in particular that TBI severity in human beings is defined in relation to alteration of consciousness at the time of injury, which typically cannot be assessed in animals. However, based on outcome assessments, a condition of "low-level" blast exposure can be defined in animals that likely approximates human mTBI or subclinical exposure. We review blast injury modeling in animals noting that inconsistencies in experimental approach have contributed to uncertainty over the effects of low-level blast. Yet, animal studies show that low-level blast pressure waves are transmitted to the brain. In brain, low-level blast exposures cause behavioral, biochemical, pathological, and physiological effects on the nervous system including the induction of PTSD-related behavioral traits in the absence of a psychological stressor. We review the relationship of blast exposure to chronic neurodegenerative diseases noting the paradoxical lowering of Abeta by blast, which along with other observations suggest that blast-related TBI is pathophysiologically distinct from non-blast TBI. Human neuroimaging studies show that blast-related mTBI is associated with a variety of chronic effects that are unlikely to be explained by co-morbid PTSD. We conclude that abundant evidence supports low-level blast as having long-term effects on the nervous system.
Collapse
Affiliation(s)
- Gregory A. Elder
- Neurology Service, James J. Peters Department of Veterans Affairs Medical Center, Bronx, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - James R. Stone
- Department of Radiology, University of Virginia, Charlottesville, VA, USA
- Department of Neurosurgery, University of Virginia, Charlottesville, VA, USA
| | - Stephen T. Ahlers
- Department of Neurotrauma, Operational and Undersea Medicine Directorate, Naval Medical Research Center, Silver Spring, MD, USA
| |
Collapse
|
33
|
Kamnaksh A, Budde MD, Kovesdi E, Long JB, Frank JA, Agoston DV. Diffusion tensor imaging reveals acute subcortical changes after mild blast-induced traumatic brain injury. Sci Rep 2014; 4:4809. [PMID: 24786839 PMCID: PMC4019232 DOI: 10.1038/srep04809] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2014] [Accepted: 03/27/2014] [Indexed: 12/17/2022] Open
Abstract
Mild blast-induced traumatic brain injury (mbTBI) poses special diagnostic challenges due
to its overlapping symptomatology with other neuropsychiatric conditions and the lack of
objective outcome measures. Diffusion tensor imaging (DTI) can potentially provide
clinically relevant information toward a differential diagnosis. In this study, we aimed to
determine if single and repeated (5 total; administered on consecutive days) mild blast
overpressure exposure results in detectable structural changes in the brain, especially in
the hippocampus. Fixed rat brains were analyzed by ex vivo DTI at 2 h and 42 days after
blast (or sham) exposure(s). An anatomy-based region of interest analysis revealed
significant interactions in axial and radial diffusivity in a number of subcortical
structures at 2 h only. Differences between single- and multiple-injured rats were largely
in the thalamus but not the hippocampus. Our findings demonstrate the value and the
limitations of DTI in providing a better understanding of mbTBI pathobiology.
Collapse
Affiliation(s)
- Alaa Kamnaksh
- 1] Department of Anatomy, Physiology and Genetics, The Uniformed Services University, 4301 Jones Bridge Road, Bethesda, MD 20814 [2] Center for Neuroscience and Regenerative Medicine, The Uniformed Services University, 4301 Jones Bridge Road, Bethesda, MD 20814
| | - Matthew D Budde
- 1] Radiology and Imaging Sciences, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Room B1N256 MSC 1074, 10 Center Drive, Bethesda, MD 20892 [2]
| | - Erzsebet Kovesdi
- US Department of Veterans Affairs, Veterans Affairs Central Office, 810 Vermont Avenue NW, Washington, DC 20420
| | - Joseph B Long
- Blast-Induced Neurotrauma Branch, Center for Military Psychiatry and Neuroscience, Walter Reed Army Institute of Research, 503 Robert Grant Avenue, Silver Spring, MD 20910
| | - Joseph A Frank
- Radiology and Imaging Sciences, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Room B1N256 MSC 1074, 10 Center Drive, Bethesda, MD 20892
| | - Denes V Agoston
- Department of Anatomy, Physiology and Genetics, The Uniformed Services University, 4301 Jones Bridge Road, Bethesda, MD 20814
| |
Collapse
|