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Lunkova E, McCabe S, Chen JK, Saluja RS, Ptito A. Exploring oculomotor functions in a pilot study with healthy controls: Insights from eye-tracking and fMRI. PLoS One 2024; 19:e0303596. [PMID: 38905269 PMCID: PMC11192399 DOI: 10.1371/journal.pone.0303596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 04/26/2024] [Indexed: 06/23/2024] Open
Abstract
Eye-tracking techniques have gained widespread application in various fields including research on the visual system, neurosciences, psychology, and human-computer interaction, with emerging clinical implications. In this preliminary phase of our study, we introduce a pilot test of innovative virtual reality technology designed for tracking head and eye movements among healthy individuals. This tool was developed to assess the presence of mild traumatic brain injury (mTBI), given the frequent association of oculomotor function deficits with such injuries. Alongside eye-tracking, we also integrated fMRI due to the complementary nature of these techniques, offering insights into both neural activation patterns and behavioural responses, thereby providing a comprehensive understanding of oculomotor function. We used fMRI with tasks evaluating oculomotor functions: Smooth Pursuit (SP), Saccades, Anti-Saccades, and Optokinetic Nystagmus (OKN). Prior to the scanning, the testing with a system of VR goggles with integrated eye and head tracking was used where subjects performed the same tasks as those used in fMRI. 31 healthy adult controls (HCs) were tested with the purpose of identifying brain regions associated with these tasks and collecting preliminary norms for later comparison with concussed subjects. HCs' fMRI results showed following peak activation regions: SP-cuneus, superior parietal lobule, paracentral lobule, inferior parietal lobule (IPL), cerebellartonsil (CT); Saccades-middle frontal gyrus (MFG), postcentral gyrus, medial frontal gyrus; Anti-saccades-precuneus, IPL, MFG; OKN-middle temporal gyrus, ACC, postcentral gyrus, MFG, CT. These results demonstrated brain regions associated with the performance on oculomotor tasks in healthy controls and most of the highlighted areas are corresponding with those affected in concussion. This suggests that the involvement of brain areas susceptible to mTBI in implementing oculomotor evaluation, taken together with commonly reported oculomotor difficulties post-concussion, may lead to finding objective biomarkers using eye-tracking tasks.
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Affiliation(s)
- Ekaterina Lunkova
- Department of Neurology & Neurosurgery, McGill University, Montreal, Quebec, Canada
| | - Sarah McCabe
- Department of Neurology & Neurosurgery, McGill University, Montreal, Quebec, Canada
| | - Jen-Kai Chen
- Department of Neurology & Neurosurgery, McGill University, Montreal, Quebec, Canada
| | - Rajeet Singh Saluja
- Department of Neurology & Neurosurgery, McGill University, Montreal, Quebec, Canada
- McGill University Health Centre Research Institute, Montreal, Quebec, Canada
| | - Alain Ptito
- Department of Neurology & Neurosurgery, McGill University, Montreal, Quebec, Canada
- Montreal Neurological Institute, Montreal, Quebec, Canada
- Department of Psychology, McGill University Health Centre, Montreal, Quebec, Canada
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Lidzba K, Afridi Z, Romano F, Wingeier K, Bigi S, Studer M. Impaired episodic verbal memory recall after 1 week and elevated forgetting in children after mild traumatic brain injury - results from a short-term longitudinal study. Front Psychol 2024; 15:1359566. [PMID: 38887630 PMCID: PMC11182044 DOI: 10.3389/fpsyg.2024.1359566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 05/10/2024] [Indexed: 06/20/2024] Open
Abstract
Objective There is preliminary evidence that children after traumatic brain injury (TBI) have accelerated long-term forgetting (ALF), i.e., an adequate learning and memory performance in standardized memory tests, but an excessive rate of forgetting over delays of days or weeks. The main aim of this study was to investigate episodic memory performance, including delayed retrieval 1 week after learning, in children after mild TBI (mTBI). Methods This prospective study with two time-points (T1: 1 week after injury and T2: 3-6 months after injury), included data of 64 children after mTBI and 57 healthy control children aged between 8 and 16 years. We assessed episodic learning and memory using an auditory word learning test and compared executive functions (interference control, working memory, semantic fluency and flexibility) and divided attention between groups. We explored correlations between memory performance and executive functions. Furthermore, we examined predictive factors for delayed memory retrieval 1 week after learning as well as for forgetting over time. Results Compared to healthy controls, patients showed an impaired delayed recall and recognition performance 3-6 months after injury. Executive functions, but not divided attention, were reduced in children after mTBI. Furthermore, parents rated episodic memory as impaired 3-6 months after injury. Additionally, verbal learning and group, but not executive functions, were predictive for delayed recall performance at both time-points, whereas forgetting was predicted by group. Discussion Delayed recall and forgetting over time were significantly different between groups, both post-acutely and in the chronic phase after pediatric mTBI, even in a very mildly injured patient sample. Delayed memory performance should be included in clinical evaluations of episodic memory and further research is needed to understand the mechanisms of ALF.
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Affiliation(s)
- Karen Lidzba
- Division of Neuropediatrics, Development and Rehabilitation, Department of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Zainab Afridi
- Division of Neuropediatrics, Development and Rehabilitation, Department of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Fabrizio Romano
- Division of Paediatric Emergency Medicine, Department of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Kevin Wingeier
- Department of Psychosomatics and Psychiatry, University Children’s Hospital Zurich, Zürich, Switzerland
| | - Sandra Bigi
- Institute for Social and Preventive Medicine, University of Bern, Bern, Switzerland
- Division of Pediatric Neurology, Department of Pediatrics, Children’s Hospital of Central Switzerland, Lucerne, Switzerland
| | - Martina Studer
- Department of Pediatric Neurology and Developmental Medicine, University Children’s Hospital Basel (UKBB), Basel, Switzerland
- Department of Clinical Research, University of Basel, Basel, Switzerland
- Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Department of Psychology, University of Basel, Basel, Switzerland
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Duquette-Laplante F, Macaskill M, Jutras B, Jemel B, Koravand A. Brain functional connectivity in children with a mild traumatic brain injury: A scoping review. APPLIED NEUROPSYCHOLOGY. CHILD 2023:1-12. [PMID: 38100747 DOI: 10.1080/21622965.2023.2293248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2023]
Abstract
INTRODUCTION The occurrence of mild traumatic brain injury(mTBI) is estimated at 0,2-0,3% cases annually. Following a mTBI, some children experience persistent symptoms, and functional connectivity(FC) changes may be implicated. However, characteristics of FC have not been widely described in this population. This scoping review aimed to identify and understand the impacts of mTBI on EEG-measured FC in children, provide an overview of the available literature, detail analysis techniques, and describe gaps in the research. METHODS PubMed, Web of Science, Medline, Embase, ProQuest and CINAHL were searched up to June 25, 2023, with the terms child, mTBI, EEG, FC, and their synonyms. Ten studies were identified. RESULTS Five studies reported significant differences between the mTBI group and controls. In addition to group differences, six studies reported significant variation over time. Brain Network Analysis(BNA), utilized in seven studies, was the primary FC analysis recorded. Two of the five studies that reported significant differences following mTBI utilized the BNA. The other three applied alternative analysis methods. DISCUSSION FC assessment based on EEG can identify some differences in children with mTBI. BNA was more useful in following changes over time. Further research is suggested, considering the limited age range and number of retrieved studies.
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Affiliation(s)
- F Duquette-Laplante
- Audiology and Speech Pathology Program, School of Rehabilitation Sciences, University of Ottawa, Ottawa, Canada
- School of Speech-Language Pathology and Audiology, Université de Montréal, Montreal, Canada
- Research Center, CHU Sainte-Justine, Montreal, Canada
| | - M Macaskill
- Centre de Recherche en Audiologie pédiatrique, Hôpital Necker, Paris, France
| | - B Jutras
- School of Speech-Language Pathology and Audiology, Université de Montréal, Montreal, Canada
- Research Center, CHU Sainte-Justine, Montreal, Canada
| | - B Jemel
- School of Speech-Language Pathology and Audiology, Université de Montréal, Montreal, Canada
- Research Laboratory in Neurosciences and Cognitive Electrophysiology, Research Center CIUSS-NIM, Hôpital Rivière des Prairies, Montréal, Canada
| | - A Koravand
- Audiology and Speech Pathology Program, School of Rehabilitation Sciences, University of Ottawa, Ottawa, Canada
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Lima Santos JP, Jia-Richards M, Kontos AP, Collins MW, Versace A. Emotional Regulation and Adolescent Concussion: Overview and Role of Neuroimaging. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:6274. [PMID: 37444121 PMCID: PMC10341732 DOI: 10.3390/ijerph20136274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 06/16/2023] [Accepted: 06/29/2023] [Indexed: 07/15/2023]
Abstract
Emotional dysregulation symptoms following a concussion are associated with an increased risk for emotional dysregulation disorders (e.g., depression and anxiety), especially in adolescents. However, predicting the emergence or worsening of emotional dysregulation symptoms after concussion and the extent to which this predates the onset of subsequent psychiatric morbidity after injury remains challenging. Although advanced neuroimaging techniques, such as functional magnetic resonance imaging and diffusion magnetic resonance imaging, have been used to detect and monitor concussion-related brain abnormalities in research settings, their clinical utility remains limited. In this narrative review, we have performed a comprehensive search of the available literature regarding emotional regulation, adolescent concussion, and advanced neuroimaging techniques in electronic databases (PubMed, Scopus, and Google Scholar). We highlight clinical evidence showing the heightened susceptibility of adolescents to experiencing emotional dysregulation symptoms following a concussion. Furthermore, we describe and provide empirical support for widely used magnetic resonance imaging modalities (i.e., functional and diffusion imaging), which are utilized to detect abnormalities in circuits responsible for emotional regulation. Additionally, we assess how these abnormalities relate to the emotional dysregulation symptoms often reported by adolescents post-injury. Yet, it remains to be determined if a progression of concussion-related abnormalities exists, especially in brain regions that undergo significant developmental changes during adolescence. We conclude that neuroimaging techniques hold potential as clinically useful tools for predicting and, ultimately, monitoring the treatment response to emotional dysregulation in adolescents following a concussion.
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Affiliation(s)
- João Paulo Lima Santos
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA; (M.J.-R.); (A.V.)
| | - Meilin Jia-Richards
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA; (M.J.-R.); (A.V.)
| | - Anthony P. Kontos
- Department of Orthopaedic Surgery, UPMC Sports Concussion Program, University of Pittsburgh, Pittsburgh, PA 15213, USA; (A.P.K.); (M.W.C.)
| | - Michael W. Collins
- Department of Orthopaedic Surgery, UPMC Sports Concussion Program, University of Pittsburgh, Pittsburgh, PA 15213, USA; (A.P.K.); (M.W.C.)
| | - Amelia Versace
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA; (M.J.-R.); (A.V.)
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McDonald BC, Van Dyk K, Deardorff RL, Bailey JN, Zhai W, Carroll JE, Root JC, Ahles TA, Mandelblatt JS, Saykin AJ. Multimodal MRI examination of structural and functional brain changes in older women with breast cancer in the first year of antiestrogen hormonal therapy. Breast Cancer Res Treat 2022; 194:113-126. [PMID: 35476252 PMCID: PMC9255382 DOI: 10.1007/s10549-022-06597-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 04/05/2022] [Indexed: 11/29/2022]
Abstract
PURPOSE Cancer patients are concerned about treatment-related cognitive problems. We examined effects of antiestrogen hormonal therapy on brain imaging metrics in older women with breast cancer. METHODS Women aged 60 + treated with hormonal therapy only and matched non-cancer controls (n = 29/group) completed MRI and objective and self-reported cognitive assessment at pre-treatment/enrollment and 12 months later. Gray matter was examined using voxel-based morphometry (VBM), FreeSurfer, and brain age calculations. Functional MRI (fMRI) assessed working memory-related activation. Analyses examined cross-sectional and longitudinal differences and tested associations between brain metrics, cognition, and days on hormonal therapy. RESULTS The cancer group showed regional reductions over 12 months in frontal, temporal, and parietal gray matter on VBM, reduced FreeSurfer cortical thickness in prefrontal, parietal, and insular regions, and increased working memory-related fMRI activation in frontal, cingulate, and visual association cortex. Controls showed only reductions in fusiform gyrus on VBM and FreeSurfer temporal and parietal cortex thickness. Women with breast cancer showed higher estimated brain age and lower regional gray matter volume than controls at both time points. The cancer group showed a trend toward lower performance in attention, processing speed, and executive function at follow-up. There were no significant associations between brain imaging metrics and cognition or days on hormonal therapy. CONCLUSION Older women with breast cancer showed brain changes in the first year of hormonal therapy. Increased brain activation during working memory processing may be a sign of functional compensation for treatment-related structural changes. This hypothesis should be tested in larger samples over longer time periods. CLINICALTRIALS GOV IDENTIFIER NCT03451383.
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Affiliation(s)
- Brenna C McDonald
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine and Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN, USA.
| | - Kathleen Van Dyk
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine and UCLA Jonnson Comprehensive Cancer Center, University of California at Los Angeles, Los Angeles, CA, USA
| | - Rachael L Deardorff
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine and Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN, USA
| | - Jessica N Bailey
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine and Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN, USA
| | - Wanting Zhai
- Georgetown University and Georgetown Lombardi Comprehensive Cancer Center, Washington, DC, USA
| | - Judith E Carroll
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine and UCLA Jonnson Comprehensive Cancer Center, University of California at Los Angeles, Los Angeles, CA, USA
| | - James C Root
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Tim A Ahles
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jeanne S Mandelblatt
- Georgetown University and Georgetown Lombardi Comprehensive Cancer Center, Washington, DC, USA
| | - Andrew J Saykin
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine and Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN, USA
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Chang F, Li H, Li N, Zhang S, Liu C, Zhang Q, Cai W. Functional near-infrared spectroscopy as a potential objective evaluation technique in neurocognitive disorders after traumatic brain injury. Front Psychiatry 2022; 13:903756. [PMID: 35935423 PMCID: PMC9352882 DOI: 10.3389/fpsyt.2022.903756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 06/27/2022] [Indexed: 11/13/2022] Open
Abstract
Most patients with neurocognitive disorders after traumatic brain injury (TBI) show executive dysfunction, in which the pre-frontal cortex (PFC) plays an important role. However, less objective evaluation technique could be used to assess the executive dysfunction in these patients. Functional near-infrared spectroscopy (fNIRS), which is a non-invasive technique, has been widely used in the study of psychiatric disorders, cognitive dysfunction, etc. The present study aimed to explore whether fNIRS could be a technique to assess the damage degree of executive function in patients with neurocognitive disorders after TBI by using the Stroop and N-back tasks in PFC areas. We enrolled 37 patients with neurocognitive disorders after TBI and 60 healthy controls. A 22-channel fNIRS device was used to record HbO during Stroop, 1-back and 2-back tasks. The results showed that patients made significantly more errors and had longer response times than healthy controls. There were statistically significant differences in HbO level variation in bilateral frontopolar, bilateral inferior frontal gyrus and left middle temporal gyrus during Stroop color word consistency tasks and in left frontopolar during Stroop color word inconsistency tasks. During 2-back tasks, there were also statistically significant differences in HbO level variation in bilateral frontopolar, bilateral inferior frontal gyrus, bilateral dorsolateral pre-frontal cortex. According to brain activation maps, the patients exhibited lower but more widespread activation during the 2-back and Stroop color word consistency tasks. The fNIRS could identify executive dysfunction in patients with neurocognitive disorders after TBI by detecting HbO levels, which suggested that fNIRS could be a potential objective evaluation technique in neurocognitive disorders after TBI.
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Affiliation(s)
- Fan Chang
- Shanghai Key Laboratory of Forensic Medicine, Key Lab of Forensic Science, Ministry of Justice, Shanghai Forensic Service Platform, Academy of Forensic Science, Shanghai, China.,Sichuan Provincial Center for Mental Health, Sichuan Academy of Medical Science, Sichuan Provincial People's Hospital, Chengdu, China
| | - Haozhe Li
- Shanghai Key Laboratory of Forensic Medicine, Key Lab of Forensic Science, Ministry of Justice, Shanghai Forensic Service Platform, Academy of Forensic Science, Shanghai, China
| | - Ningning Li
- Hongkou Mental Health Center, Shanghai, China
| | - Shengyu Zhang
- Shanghai Key Laboratory of Forensic Medicine, Key Lab of Forensic Science, Ministry of Justice, Shanghai Forensic Service Platform, Academy of Forensic Science, Shanghai, China
| | - Chao Liu
- Shanghai Key Laboratory of Forensic Medicine, Key Lab of Forensic Science, Ministry of Justice, Shanghai Forensic Service Platform, Academy of Forensic Science, Shanghai, China
| | - Qinting Zhang
- Shanghai Key Laboratory of Forensic Medicine, Key Lab of Forensic Science, Ministry of Justice, Shanghai Forensic Service Platform, Academy of Forensic Science, Shanghai, China
| | - Weixiong Cai
- Shanghai Key Laboratory of Forensic Medicine, Key Lab of Forensic Science, Ministry of Justice, Shanghai Forensic Service Platform, Academy of Forensic Science, Shanghai, China
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Lunkova E, Guberman GI, Ptito A, Saluja RS. Noninvasive magnetic resonance imaging techniques in mild traumatic brain injury research and diagnosis. Hum Brain Mapp 2021; 42:5477-5494. [PMID: 34427960 PMCID: PMC8519871 DOI: 10.1002/hbm.25630] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Revised: 08/06/2021] [Accepted: 08/07/2021] [Indexed: 12/13/2022] Open
Abstract
Mild traumatic brain injury (mTBI), frequently referred to as concussion, is one of the most common neurological disorders. The underlying neural mechanisms of functional disturbances in the brains of concussed individuals remain elusive. Novel forms of brain imaging have been developed to assess patients postconcussion, including functional magnetic resonance imaging (fMRI), susceptibility-weighted imaging (SWI), diffusion MRI (dMRI), and perfusion MRI [arterial spin labeling (ASL)], but results have been mixed with a more common utilization in the research environment and a slower integration into the clinical setting. In this review, the benefits and drawbacks of the methods are described: fMRI is an effective method in the diagnosis of concussion but it is expensive and time-consuming making it difficult for regular use in everyday practice; SWI allows detection of microhemorrhages in acute and chronic phases of concussion; dMRI is primarily used for the detection of white matter abnormalities, especially axonal injury, specific for mTBI; and ASL is an alternative to the BOLD method with its ability to track cerebral blood flow alterations. Thus, the absence of a universal diagnostic neuroimaging method suggests a need for the adoption of a multimodal approach to the neuroimaging of mTBI. Taken together, these methods, with their underlying functional and structural features, can contribute from different angles to a deeper understanding of mTBI mechanisms such that a comprehensive diagnosis of mTBI becomes feasible for the clinician.
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Affiliation(s)
- Ekaterina Lunkova
- Department of Neurology & NeurosurgeryMcGill UniversityMontrealQuebecCanada
| | - Guido I. Guberman
- Department of Neurology & NeurosurgeryMcGill UniversityMontrealQuebecCanada
| | - Alain Ptito
- Department of Neurology & NeurosurgeryMcGill UniversityMontrealQuebecCanada
- Montreal Neurological InstituteMontrealQuebecCanada
- Department of PsychologyMcGill University Health CentreMontrealQuebecCanada
| | - Rajeet Singh Saluja
- Department of Neurology & NeurosurgeryMcGill UniversityMontrealQuebecCanada
- McGill University Health Centre Research InstituteMontrealQuebecCanada
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Cao M, Halperin JM, Li X. Abnormal Functional Network Topology and Its Dynamics during Sustained Attention Processing Significantly Implicate Post-TBI Attention Deficits in Children. Brain Sci 2021; 11:brainsci11101348. [PMID: 34679412 PMCID: PMC8533973 DOI: 10.3390/brainsci11101348] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 10/08/2021] [Accepted: 10/11/2021] [Indexed: 11/26/2022] Open
Abstract
Traumatic brain injury (TBI) is highly prevalent in children. Attention deficits are among the most common and persistent post-TBI cognitive and behavioral sequalae that can contribute to adverse outcomes. This study investigated the topological properties of the functional brain network for sustained attention processing and their dynamics in 42 children with severe post-TBI attention deficits (TBI-A) and 47 matched healthy controls. Functional MRI data during a block-designed sustained attention task was collected for each subject, with each full task block further divided into the pre-, early, late-, and post-stimulation stages. The task-related functional brain network was constructed using the graph theoretic technique. Then, the sliding-window-based method was utilized to assess the dynamics of the topological properties in each stimulation stage. Relative to the controls, the TBI-A group had significantly reduced nodal efficiency and/or degree of left postcentral, inferior parietal, inferior temporal, and fusiform gyri and their decreased stability during the early and late-stimulation stages. The left postcentral inferior parietal network anomalies were found to be significantly associated with elevated inattentive symptoms in children with TBI-A. These results suggest that abnormal functional network characteristics and their dynamics associated with the left parietal lobe may significantly link to the onset of the severe post-TBI attention deficits in children.
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Affiliation(s)
- Meng Cao
- Department of Biomedical Engineering, New Jersey Institute of Technology, Newark, NJ 07102, USA;
| | - Jeffery M. Halperin
- Department of Psychology, Queens College, City University of New York, New York, NY 11367, USA;
| | - Xiaobo Li
- Department of Biomedical Engineering, New Jersey Institute of Technology, Newark, NJ 07102, USA;
- Correspondence: ; Tel.: +1-973-596-5880
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Quinn de Launay K, Martino A, Riggs L, Reed N, Beal DS. Pediatric concussion working memory outcomes: a scoping review. Brain Inj 2021; 35:1121-1133. [PMID: 34506212 DOI: 10.1080/02699052.2021.1972148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Objective: Characterize the working memory (WM) profile of children and youth who have experienced concussion by systematically synthesizing existing literature on the neuropsychological outcomes of these injuries.Methods: Implemented a peer-reviewed search strategy combining key concepts of concussion/mild traumatic brain injury (mTBI), WM, and pediatrics across MedLine, Embase, PsycINFO, and CINAHL. Included studies written in English with extractable results on a WM outcome measure in individuals aged 21 and under who experienced concussion. Applied narrative synthesis to identify trends in the literature. Assessed risk of bias and quality using the NHLBI's Quality Assessment of Observational Cohort and Cross-Sectional Studies.Results: 40 articles met inclusion criteria. 34/40 studies compared WM performance in children or youth with concussion to healthy controls, pre-injury performance, or normative values, of which 15 reported significantly lower WM performance in the concussion sample. Visual/spatial WM was more consistently impacted than verbal WM. Cognitive demanding dual-task conditions were also reliably impacted.Conclusion: Literature indicated that WM is vulnerable to negative outcomes following pediatric concussion, yet the nature of outcomes is variable. Clinicians and researchers should implement comprehensive and theoretically motivated WM assessments to better understand the WM components impacted by injury.
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Affiliation(s)
- Keelia Quinn de Launay
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Canada
| | - Amanda Martino
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Canada
| | - Lily Riggs
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Canada
| | - Nick Reed
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Canada.,Department of Occupational Science and Occupational Therapy, Rehabilitation Sciences Institute, University of Toronto, Toronto, Canada
| | - Deryk S Beal
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Canada.,Department of Speech-Language Pathology, Rehabilitation Sciences Institute, University of Toronto, Toronto, Canada
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Thanjavur K, Babul A, Foran B, Bielecki M, Gilchrist A, Hristopulos DT, Brucar LR, Virji-Babul N. Recurrent neural network-based acute concussion classifier using raw resting state EEG data. Sci Rep 2021; 11:12353. [PMID: 34117309 PMCID: PMC8196170 DOI: 10.1038/s41598-021-91614-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 05/24/2021] [Indexed: 02/05/2023] Open
Abstract
Concussion is a global health concern. Despite its high prevalence, a sound understanding of the mechanisms underlying this type of diffuse brain injury remains elusive. It is, however, well established that concussions cause significant functional deficits; that children and youths are disproportionately affected and have longer recovery time than adults; and that individuals suffering from a concussion are more prone to experience additional concussions, with each successive injury increasing the risk of long term neurological and mental health complications. Currently, the most significant challenge in concussion management is the lack of objective, clinically- accepted, brain-based approaches for determining whether an athlete has suffered a concussion. Here, we report on our efforts to address this challenge. Specifically, we introduce a deep learning long short-term memory (LSTM)-based recurrent neural network that is able to distinguish between non-concussed and acute post-concussed adolescent athletes using only short (i.e. 90 s long) samples of resting state EEG data as input. The athletes were neither required to perform a specific task nor expected to respond to a stimulus during data collection. The acquired EEG data were neither filtered, cleaned of artefacts, nor subjected to explicit feature extraction. The LSTM network was trained and validated using data from 27 male, adolescent athletes with sports related concussion, benchmarked against 35 non-concussed adolescent athletes. During rigorous testing, the classifier consistently identified concussions with an accuracy of > 90% and achieved an ensemble median Area Under the Receiver Operating Characteristic Curve (ROC/AUC) equal to 0.971. This is the first instance of a high-performing classifier that relies only on easy-to-acquire resting state, raw EEG data. Our concussion classifier represents a promising first step towards the development of an easy-to-use, objective, brain-based, automatic classification of concussion at an individual level.
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Affiliation(s)
- Karun Thanjavur
- Department of Physics and Astronomy, University of Victoria, Victoria, BC, V8P 5C2, Canada.
| | - Arif Babul
- Department of Physics and Astronomy, University of Victoria, Victoria, BC, V8P 5C2, Canada
| | - Brandon Foran
- Department of Computer Science, Middlesex College, Western University, London, ON, N6A 5B7, Canada
| | - Maya Bielecki
- Department of Computer Science, Middlesex College, Western University, London, ON, N6A 5B7, Canada
| | - Adam Gilchrist
- Department of Computer Science, Middlesex College, Western University, London, ON, N6A 5B7, Canada
| | - Dionissios T Hristopulos
- School of Electrical and Computer Engineering, Technical University of Crete, 73100, Chania, Greece
| | - Leyla R Brucar
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, V6T 1Z3, Canada
| | - Naznin Virji-Babul
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC, V6T 1Z3, Canada
- Department of Physical Therapy, Faculty of Medicine, University of British Columbia, Vancouver, BC, V6T 1Z3, Canada
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Pupillometry provides a psychophysiological index of arousal level and cognitive effort during the performance of a visual-auditory dual-task in individuals with a history of concussion. Vision Res 2021; 184:43-51. [PMID: 33866265 DOI: 10.1016/j.visres.2021.03.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Revised: 03/03/2021] [Accepted: 03/21/2021] [Indexed: 11/23/2022]
Abstract
Research shows that concussions cause long-term deficits in executive functions when tested using challenging tasks with high cognitive load. The neurophysiological mechanism(s) associated with executive dysfunction are not well understood. Pupillometry provides a non-invasive index of arousal and cognitive load; therefore, the current study investigated whether pupillometry could help explain the persistent deficits in dual-task performance in individuals with a history of concussion (n = 14) compared to controls (n = 13). Participants were tested using a computerized Corsi block task which increased in difficulty as a function of set size (i.e., number of blocks to be remembered) and task condition (i.e., performed alone and concurrently with an auditory task). Pupil size was measured during the initial fixation prior to the Corsi task to assess arousal level, and during the encoding phase to assess task evoked pupil response. Results showed that: 1) in contrast to the control group, pupil size was not modulated by task condition in the concussed group indicating that arousal level was similar in the single and dual task; 2) task evoked pupil dilation increased as a function of set size in the single task in both groups, 3) in contrast to the control group, those with a history of concussion had similar pupil size during the single and dual task conditions. One interpretation of these results is that individuals with a history of concussion exert greater effort when performing relatively easier tasks, and they reach capacity limits when the cognitive load is lower in comparison to non-concussed individuals. In conclusion, pupillometry may provide insight into persisting deficits in executive functions following concussion(s).
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12
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Stein A, Iyer KK, Khetani AM, Barlow KM. Changes in working memory-related cortical responses following pediatric mild traumatic brain injury: A longitudinal fMRI study. JOURNAL OF CONCUSSION 2021. [DOI: 10.1177/20597002211006541] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
Persistent post-concussion symptoms (PPCS) lasting longer than 4 weeks affect 25% of children with mild traumatic brain injury (mTBI) or concussion. Working memory (WM) problems are a common complaint in children with PPCS. Despite normal function on traditional neuropsychological tests, these children exhibit aberrant cortical responses within the dorsolateral prefrontal cortex (dlPFC) and default mode network (DMN) regions – both of which are implicated in WM. Using a prospective, longitudinal cohort study design, we investigated changes in cortical fMRI responses within the dlPFC and DMN during an nback WM task at two timepoints: one and two months post-injury. Across these timepoints, the primary outcome was change in cortical activations (increase in BOLD) and deactivations (decrease in BOLD) of both dlPFC and DMN. Twenty-nine children (mean age 15.49 ± 2.15; 48.3% male) with fMRI scans at both timepoints were included, following data quality control. Student’s t-tests were used to examine cortical activations across time and task difficulty. ANCOVA F-tests examined cortical responses after removal of baseline across time, task difficulty and recovery. Volumes of interest (5 mm sphere) were placed in peak voxel regions of the DMN and dlPFC to compare cortical responses between recovered and unrecovered participants over time (one-way ANOVA). Between one and two months post-injury, we found significant increases in dlPFC activations and significant activations and deactivations in the DMN with increasing task difficulty, alongside improved task performance. Cortical responses of the DMN and bilateral dlPFC displayed increased intensity in recovered participants, together with improved attention and behavioural symptoms. Overall, our findings suggest evidence of neural compensation and ongoing cognitive recovery from pediatric TBI over time between one and two months post injury in children with PPCS. These results highlight the wider and persisting implications of mTBI in children, whose maturing brains are particularly vulnerable to TBI.
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Affiliation(s)
- Athena Stein
- Acquired Brain Injury in Children Research Program, Child Health Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Kartik K Iyer
- Acquired Brain Injury in Children Research Program, Child Health Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Aneesh M Khetani
- Department of Pediatrics, University of Calgary, Calgary, Canada
| | - Karen M Barlow
- Acquired Brain Injury in Children Research Program, Child Health Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia
- Department of Pediatrics, University of Calgary, Calgary, Canada
- Queensland Pediatric Rehabilitation Service, Queensland Children's Hospital, Brisbane, Australia
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13
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Dennis EL, Caeyenberghs K, Asarnow RF, Babikian T, Bartnik-Olson B, Bigler ED, Figaji A, Giza CC, Goodrich-Hunsaker NJ, Hodges CB, Hoskinson KR, Königs M, Levin HS, Lindsey HM, Livny A, Max JE, Merkley TL, Newsome MR, Olsen A, Ryan NP, Spruiell MS, Suskauer SJ, Thomopoulos SI, Ware AL, Watson CG, Wheeler AL, Yeates KO, Zielinski BA, Thompson PM, Tate DF, Wilde EA. Challenges and opportunities for neuroimaging in young patients with traumatic brain injury: a coordinated effort towards advancing discovery from the ENIGMA pediatric moderate/severe TBI group. Brain Imaging Behav 2021; 15:555-575. [PMID: 32734437 PMCID: PMC7855317 DOI: 10.1007/s11682-020-00363-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Traumatic brain injury (TBI) is a major cause of death and disability in children in both developed and developing nations. Children and adolescents suffer from TBI at a higher rate than the general population, and specific developmental issues require a unique context since findings from adult research do not necessarily directly translate to children. Findings in pediatric cohorts tend to lag behind those in adult samples. This may be due, in part, both to the smaller number of investigators engaged in research with this population and may also be related to changes in safety laws and clinical practice that have altered length of hospital stays, treatment, and access to this population. The ENIGMA (Enhancing NeuroImaging Genetics through Meta-Analysis) Pediatric Moderate/Severe TBI (msTBI) group aims to advance research in this area through global collaborative meta-analysis of neuroimaging data. In this paper, we discuss important challenges in pediatric TBI research and opportunities that we believe the ENIGMA Pediatric msTBI group can provide to address them. With the paucity of research studies examining neuroimaging biomarkers in pediatric patients with TBI and the challenges of recruiting large numbers of participants, collaborating to improve statistical power and to address technical challenges like lesions will significantly advance the field. We conclude with recommendations for future research in this field of study.
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Affiliation(s)
- Emily L Dennis
- TBI and Concussion Center, Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, USA.
- Imaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, Los Angeles, CA, USA.
- Psychiatry Neuroimaging Laboratory, Brigham & Women's Hospital, Boston, MA, USA.
| | - Karen Caeyenberghs
- Cognitive Neuroscience Unit, School of Psychology, Deakin University, Geelong, Australia
| | - Robert F Asarnow
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, CA, USA
- Brain Research Institute, UCLA, Los Angeles, CA, USA
- Department of Psychology, UCLA, Los Angeles, CA, USA
| | - Talin Babikian
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, CA, USA
- UCLA Steve Tisch BrainSPORT Program, Los Angeles, CA, USA
| | - Brenda Bartnik-Olson
- Department of Radiology, Loma Linda University Medical Center, Loma Linda, CA, USA
| | - Erin D Bigler
- TBI and Concussion Center, Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, USA
- Department of Psychology, Brigham Young University, Provo, UT, USA
- Neuroscience Center, Brigham Young University, Provo, UT, USA
| | - Anthony Figaji
- Division of Neurosurgery, University of Cape Town, Cape Town, South Africa
- Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Christopher C Giza
- UCLA Steve Tisch BrainSPORT Program, Los Angeles, CA, USA
- Department of Neurosurgery, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Naomi J Goodrich-Hunsaker
- TBI and Concussion Center, Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, USA
- Department of Psychology, Brigham Young University, Provo, UT, USA
- George E. Wahlen Veterans Affairs Salt Lake City Healthcare System, Salt Lake City, UT, USA
| | - Cooper B Hodges
- TBI and Concussion Center, Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, USA
- Department of Psychology, Brigham Young University, Provo, UT, USA
- George E. Wahlen Veterans Affairs Salt Lake City Healthcare System, Salt Lake City, UT, USA
| | - Kristen R Hoskinson
- Center for Biobehavioral Health, The Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Marsh Königs
- Emma Children's Hospital, Amsterdam UMC, University of Amsterdam, Emma Neuroscience Group, Amsterdam, The Netherlands
| | - Harvey S Levin
- H. Ben Taub Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, TX, USA
- Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA
| | - Hannah M Lindsey
- TBI and Concussion Center, Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, USA
- Department of Psychology, Brigham Young University, Provo, UT, USA
- George E. Wahlen Veterans Affairs Salt Lake City Healthcare System, Salt Lake City, UT, USA
| | - Abigail Livny
- Department of Diagnostic Imaging, Sheba Medical Center, Ramat Gan, Tel-Hashomer, Israel
- Joseph Sagol Neuroscience Center, Sheba Medical Center, Ramat Gan, Tel-Hashomer, Israel
| | - Jeffrey E Max
- Department of Psychiatry, University of California, La Jolla, San Diego, CA, USA
- Department of Psychiatry, Rady Children's Hospital, San Diego, CA, USA
| | - Tricia L Merkley
- TBI and Concussion Center, Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, USA
- Department of Psychology, Brigham Young University, Provo, UT, USA
- Neuroscience Center, Brigham Young University, Provo, UT, USA
| | - Mary R Newsome
- H. Ben Taub Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, TX, USA
- Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA
| | - Alexander Olsen
- Department of Psychology, Norwegian University of Science and Technology, Trondheim, Norway
- Department of Physical Medicine and Rehabilitation, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Nicholas P Ryan
- Cognitive Neuroscience Unit, School of Psychology, Deakin University, Geelong, Australia
- Department of Paediatrics, The University of Melbourne, Melbourne, Australia
- Department of Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Australia
| | - Matthew S Spruiell
- H. Ben Taub Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, TX, USA
| | - Stacy J Suskauer
- Kennedy Krieger Institute, Baltimore, MD, USA
- Departments of Physical Medicine & Rehabilitation and Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sophia I Thomopoulos
- Imaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, Los Angeles, CA, USA
| | - Ashley L Ware
- Department of Psychology, University of Calgary, Calgary, Alberta, Canada
| | - Christopher G Watson
- Department of Pediatrics, Children's Learning Institute, University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Anne L Wheeler
- Hospital for Sick Children, Neuroscience and Mental Health Program, Toronto, Canada
- Physiology Department, University of Toronto, Toronto, Canada
| | - Keith Owen Yeates
- Department of Psychology, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute and Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
- Departments of Pediatrics and Clinical Neurosciences, University of Calgary, Calgary, Alberta, Canada
| | - Brandon A Zielinski
- TBI and Concussion Center, Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, USA
- Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Paul M Thompson
- Imaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, Los Angeles, CA, USA
- Departments of Neurology, Pediatrics, Psychiatry, Radiology, Engineering, and Ophthalmology, USC, Los Angeles, CA, USA
| | - David F Tate
- TBI and Concussion Center, Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, USA
- Department of Psychology, Brigham Young University, Provo, UT, USA
- George E. Wahlen Veterans Affairs Salt Lake City Healthcare System, Salt Lake City, UT, USA
- Missouri Institute of Mental Health and University of Missouri, St Louis, MO, USA
| | - Elisabeth A Wilde
- TBI and Concussion Center, Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, USA
- George E. Wahlen Veterans Affairs Salt Lake City Healthcare System, Salt Lake City, UT, USA
- H. Ben Taub Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, TX, USA
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14
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Traumatic brain injury in adolescence: A review of the neurobiological and behavioural underpinnings and outcomes. DEVELOPMENTAL REVIEW 2021. [DOI: 10.1016/j.dr.2020.100943] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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15
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Fong AK, Allen MD, Waltzman D, Sarmiento K, Yeates KO, Suskauer S, Wintermark M, Lindberg DM, Tate DF, Wilde EA, Loewen JL. Neuroimaging in Pediatric Patients with Mild Traumatic Brain Injury: Relating the Current 2018 Centers for Disease Control Guideline and the Potential of Advanced Neuroimaging Modalities for Research and Clinical Biomarker Development. J Neurotrauma 2020; 38:44-52. [PMID: 32640874 DOI: 10.1089/neu.2020.7100] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The Center for Disease Control and Prevention (CDC)'s 2018 Guideline for current practices in pediatric mild traumatic brain injury (mTBI; also referred to as concussion herein) systematically identified the best up-to-date practices based on current evidence and, specifically, identified recommended practices regarding computed tomography (CT), magnetic resonance imaging (MRI), and skull radiograph imaging. In this article, we discuss types of neuroimaging not discussed in the guideline in terms of their safety for pediatric populations, their potential application, and the research investigating the future use of certain modalities to aid in the diagnosis and treatment of mTBI in children. The role of neuroimaging in pediatric mTBI cases should be considered for the potential contribution to children's neural and social development, in addition to the immediate clinical value (as in the case of acute structural findings). Selective use of specific neuroimaging modalities in research has already been shown to detect aspects of diffuse brain injury, disrupted cerebral blood flow, and correlate physiological factors with persistent symptoms, such as fatigue, cognitive decline, headache, and mood changes, following mTBI. However, these advanced neuroimaging modalities are currently limited to the research arena, and any future clinical application of advanced imaging modalities in pediatric mTBI will require robust evidence for each modality's ability to provide measurement of the subtle conditions of brain development, disease, damage, or degeneration, while accounting for variables at both non-injury and time-post-injury epochs. Continued collaboration and communication between researchers and healthcare providers is essential to investigate, develop, and validate the potential of advanced imaging modalities in pediatric mTBI diagnostics and management.
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Affiliation(s)
| | | | - Dana Waltzman
- Centers for Disease Control and Prevention (CDC), National Center for Injury Prevention and Control (NCIPC), Division of Injury Prevention, Atlanta, Georgia, USA
| | - Kelly Sarmiento
- Centers for Disease Control and Prevention (CDC), National Center for Injury Prevention and Control (NCIPC), Division of Injury Prevention, Atlanta, Georgia, USA
| | - Keith Owen Yeates
- Department of Psychology, University of Calgary, Calgary, Alberta, Canada
| | | | - Max Wintermark
- Department of Neuroradiology, Stanford University, Stanford, California, USA
| | - Daniel M Lindberg
- Emergency Medicine, University of Colorado Denver, Denver, Colorado, USA
| | - David F Tate
- Missouri Institute of Mental Health, University of Missouri-St. Louis, St. Louis, Missouri, USA
| | - Elizabeth A Wilde
- Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, Texas, USA
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16
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Rausa VC, Shapiro J, Seal ML, Davis GA, Anderson V, Babl FE, Veal R, Parkin G, Ryan NP, Takagi M. Neuroimaging in paediatric mild traumatic brain injury: a systematic review. Neurosci Biobehav Rev 2020; 118:643-653. [PMID: 32905817 DOI: 10.1016/j.neubiorev.2020.08.017] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Revised: 08/02/2020] [Accepted: 08/29/2020] [Indexed: 01/05/2023]
Abstract
Neuroimaging is being increasingly applied to the study of paediatric mild traumatic brain injury (mTBI) to uncover the neurobiological correlates of delayed recovery post-injury. The aims of this systematic review were to: (i) evaluate the neuroimaging research investigating neuropathology post-mTBI in children and adolescents from 0-18 years, (ii) assess the relationship between advanced neuroimaging abnormalities and PCS in children, (iii) assess the quality of the evidence by evaluating study methodology and reporting against best practice guidelines, and (iv) provide directions for future research. A literature search of MEDLINE, PsycINFO, EMBASE, and PubMed was conducted. Abstracts and titles were screened, followed by full review of remaining articles where specific eligibility criteria were applied. This systematic review identified 58 imaging studies which met criteria. Based on several factors including methodological heterogeneity and relatively small sample sizes, the literature currently provides insufficient evidence to draw meaningful conclusions about the relationship between MRI findings and clinical outcomes. Future research is needed which incorporates prospective, longitudinal designs, minimises potential confounds and utilises multimodal imaging techniques.
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Affiliation(s)
- Vanessa C Rausa
- Murdoch Children's Research Institute, Melbourne, Victoria, Australia.
| | - Jesse Shapiro
- Murdoch Children's Research Institute, Melbourne, Victoria, Australia; Melbourne School of Psychological Sciences, University of Melbourne, Victoria, Australia.
| | - Marc L Seal
- Murdoch Children's Research Institute, Melbourne, Victoria, Australia; Department of Paediatrics, University of Melbourne, Victoria, Australia.
| | - Gavin A Davis
- Murdoch Children's Research Institute, Melbourne, Victoria, Australia.
| | - Vicki Anderson
- Murdoch Children's Research Institute, Melbourne, Victoria, Australia; Melbourne School of Psychological Sciences, University of Melbourne, Victoria, Australia; Psychology Service, The Royal Children's Hospital, Melbourne, Australia.
| | - Franz E Babl
- Murdoch Children's Research Institute, Melbourne, Victoria, Australia; Emergency Department, Royal Children's Hospital, Melbourne, Victoria, Australia; Department of Paediatrics, University of Melbourne, Victoria, Australia.
| | - Ryan Veal
- Murdoch Children's Research Institute, Melbourne, Victoria, Australia.
| | - Georgia Parkin
- Murdoch Children's Research Institute, Melbourne, Victoria, Australia.
| | - Nicholas P Ryan
- Department of Paediatrics, University of Melbourne, Victoria, Australia; Cognitive Neuroscience Unit, Deakin University, Geelong, Australia.
| | - Michael Takagi
- Murdoch Children's Research Institute, Melbourne, Victoria, Australia; Melbourne School of Psychological Sciences, University of Melbourne, Victoria, Australia.
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17
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Brooks BL, Virani S, Khetani A, Carlson H, Jadavji Z, Mauthner M, Low TA, Plourde V, MacMaster FP, Bray S, Harris AD, Lebel C, Lebel RM, Esser MJ, Yeates KO, Barlow KM. Functional magnetic resonance imaging study of working memory several years after pediatric concussion. Brain Inj 2020; 34:895-904. [PMID: 32396403 DOI: 10.1080/02699052.2020.1753240] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
PRIMARY OBJECTIVE The neurophysiological effects of pediatric concussion several years after injury remain inadequately characterized. The objective of this study was to determine if a history of concussion was associated with BOLD response differences during an n-back working memory task in youth. RESEARCH DESIGN Observational, cross-sectional. METHODS AND PROCEDURES Participants include 52 children and adolescents (M = 15.1 years, 95%CI = 14.4-15.8, range = 9-19) with past concussion (n = 33) or orthopedic injury (OI; n = 19). Mean time since injury was 2.5 years (95%CI = 2.0-3.0). Measures included postconcussion symptom ratings, neuropsychological testing, and blood-oxygen-dependent-level (BOLD) functional magnetic resonance imaging (fMRI) during an n-back working memory task. MAIN OUTCOMES AND RESULTS Groups did not differ on accuracy or speed during the three n-back conditions. They also did not differ in BOLD signal change for the 1- vs. 0-back or 2- vs. 0-back contrasts (controlling for task performance). CONCLUSIONS This study does not support group differences in BOLD response during an n-back working memory task in youth who are on average 2.5 years post-concussion. The findings are encouraging from the perspective of understanding recovery after pediatric concussion.
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Affiliation(s)
- Brian L Brooks
- Neurosciences Program, Alberta Children's Hospital , Calgary, Alberta, Canada.,Alberta Children's Hospital Research Institute, University of Calgary , Calgary, Alberta, Canada.,Departments of Paediatrics, Clinical Neurosciences, and Psychology, University of Calgary , Calgary, Alberta, Canada
| | - Shane Virani
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary , Calgary, Alberta, Canada.,Vi Riddell Pain and Rehabilitation Program, Alberta Children's Hospital Research Institute , Calgary, Alberta, Canada
| | - Aneesh Khetani
- Department of Neurosciences, University of Calgary , Calgary, Alberta, Canada
| | - Helen Carlson
- Alberta Children's Hospital Research Institute, University of Calgary , Calgary, Alberta, Canada.,Department of Pediatrics, University of Calgary , Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary , Calgary, Alberta, Canada
| | - Zeanna Jadavji
- Alberta Children's Hospital Research Institute, University of Calgary , Calgary, Alberta, Canada.,Department of Neurosciences, University of Calgary , Calgary, Alberta, Canada
| | - Micaela Mauthner
- Department of Neurosciences, University of Calgary , Calgary, Alberta, Canada
| | - Trevor A Low
- Department of Neurosciences, University of Calgary , Calgary, Alberta, Canada
| | - Vickie Plourde
- École de Psychologie, Faculté des sciences de la santé et des services communautaires, Université de Moncton, Monton, New Brunswick, Canada; Faculty Saint-Jean, University of Alberta , Edmonton, AB, Canada
| | - Frank P MacMaster
- Alberta Children's Hospital Research Institute, University of Calgary , Calgary, Alberta, Canada.,Departments of Psychiatry and Paediatrics, University of Calgary , Calgary, Alberta, Canada.,Mathison Centre for Mental Health Research and Education, Hotchkiss Brain Institute , Calgary, Alberta, Canada.,Strategic Clinical Network for Addictions and Mental Health, Alberta Health Services , Edmonton, Alberta, Canada
| | - Signe Bray
- Alberta Children's Hospital Research Institute, University of Calgary , Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary , Calgary, Alberta, Canada
| | - Ashley D Harris
- Alberta Children's Hospital Research Institute, University of Calgary , Calgary, Alberta, Canada.,Department of Radiology, University of Calgary , Calgary, Alberta, Canada
| | - Catherine Lebel
- Alberta Children's Hospital Research Institute, University of Calgary , Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary , Calgary, Alberta, Canada.,Department of Radiology, University of Calgary , Calgary, Alberta, Canada
| | - R Marc Lebel
- Alberta Children's Hospital Research Institute, University of Calgary , Calgary, Alberta, Canada.,Departments of Radiology and Biomedical Engineering, University of Calgary , Calgary, Alberta, Canada.,MR Applications and Workflow, GE Healthcare , Calgary, Alberta, Canada
| | - Michael J Esser
- Alberta Children's Hospital Research Institute, University of Calgary , Calgary, Alberta, Canada.,Department of Pediatrics, University of Calgary , Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary , Calgary, Alberta, Canada
| | - Keith Owen Yeates
- Alberta Children's Hospital Research Institute, University of Calgary , Calgary, Alberta, Canada.,Departments of Paediatrics, Clinical Neurosciences, and Psychology, University of Calgary , Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary , Calgary, Alberta, Canada
| | - Karen M Barlow
- Departments of Paediatrics and Clinical Neurosciences, University of Calgary , Calgary, Alberta, Canada.,Faculty of Medicine, University of Queensland , Brisbane, Australia
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18
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Warnock A, Toomey LM, Wright AJ, Fisher K, Won Y, Anyaegbu C, Fitzgerald M. Damage Mechanisms to Oligodendrocytes and White Matter in Central Nervous System Injury: The Australian Context. J Neurotrauma 2020; 37:739-769. [DOI: 10.1089/neu.2019.6890] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Affiliation(s)
- Andrew Warnock
- Curtin Health Innovation Research Institute, Curtin University, Bentley, Western Australia, Australia
| | - Lillian M. Toomey
- Curtin Health Innovation Research Institute, Curtin University, Bentley, Western Australia, Australia
- Perron Institute for Neurological and Translational Science, Nedlands, Western Australia, Australia
| | - Alexander J. Wright
- Curtin Health Innovation Research Institute, Curtin University, Bentley, Western Australia, Australia
| | - Katherine Fisher
- School of Human Sciences, The University of Western Australia, Perth, Western Australia, Australia
| | - Yerim Won
- School of Human Sciences, The University of Western Australia, Perth, Western Australia, Australia
| | - Chidozie Anyaegbu
- Curtin Health Innovation Research Institute, Curtin University, Bentley, Western Australia, Australia
| | - Melinda Fitzgerald
- Curtin Health Innovation Research Institute, Curtin University, Bentley, Western Australia, Australia
- Perron Institute for Neurological and Translational Science, Nedlands, Western Australia, Australia
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19
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Co-localized impaired regional cerebrovascular reactivity in chronic concussion is associated with BOLD activation differences during a working memory task. Brain Imaging Behav 2020; 14:2438-2449. [PMID: 31903527 DOI: 10.1007/s11682-019-00194-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
The purpose of this study was to quantify differences in blood oxygen level dependent (BOLD) activation on a working memory task, baseline cerebral blood flow (CBF0), and cerebrovascular reactivity (CVR) between participants with and without a history of concussion. A dual-echo pseudo-continuous arterial spin labelling (pCASL) sequence was performed on a group of 10 subjects with a previous concussion (126 ± 15 days prior) and on a control group (n = 10) during a visual working memory protocol. A separate dual-echo pCASL sequence was used to derive CVR and CBF0 measurements from a boxcar hypercapnic breathing protocol. Brain areas with significant activation differences on the working memory task between groups were identified and combined as an aggregate region of interest for CBF and CVR analyses. Areas of reduced BOLD activation during the working memory task in the concussed group included the ventral anterior cingulate cortex (ACC), the medial temporal gyrus (MTG), and the lateral occipital cortex in two loci. A single area of increased activation was located in the parietal operculum. Further analyses of CBF0 and CVR in these regions revealed reduced CVR in the concussed group in the MTG and ACC, while CBF0 did not differ. The differences in CVR between the two groups in these regions suggest that concussive injury may result in microvascular dysfunction. In turn, the decreased BOLD response during the task could be due to altered neurovascular coupling, rather than an impairment in neural activation alone. However, in other regions associated with working memory, unchanged CBF0 and CVR suggests that neural injury also persists after concussion. In the future, BOLD results should be normalized to CVR in order achieve a clearer understanding of the neural and vascular contributions to the differences in the signal.
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20
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Guberman GI, Houde JC, Ptito A, Gagnon I, Descoteaux M. Structural abnormalities in thalamo-prefrontal tracks revealed by high angular resolution diffusion imaging predict working memory scores in concussed children. Brain Struct Funct 2020; 225:441-459. [PMID: 31894406 DOI: 10.1007/s00429-019-02002-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Accepted: 12/05/2019] [Indexed: 12/13/2022]
Abstract
Because of their high prevalence, heterogeneous clinical presentation, and wide-ranging sequelae, concussions are a challenging neurological condition, especially in children. Shearing forces transmitted across the brain during concussions often result in white matter damage. The neuropathological impact of concussions has been discerned from animal studies and includes inflammation, demyelination, and axonal loss. These pathologies can overlap during the sub-acute stage of recovery. However, due to the challenges of accurately modeling complex white matter structure, these neuropathologies have not yet been differentiated in children in vivo. In the present study, we leveraged recent advances in diffusion imaging modeling, tractography, and tractometry to better understand the neuropathology underlying working memory problems in concussion. Studying a sample of 16 concussed and 46 healthy youths, we used novel tractography methods to isolate 11 working memory tracks. Along these tracks, we measured fractional anisotropy, diffusivities, track volume, apparent fiber density, and free water fraction. In three tracks connecting the right thalamus to the right dorsolateral prefrontal cortex (DLPFC), we found microstructural differences suggestive of myelin alterations. In another track connecting the left anterior-cingulate cortex with the left DLPFC, we found microstructural changes suggestive of axonal loss. Structural differences and tractography reconstructions were reproduced using test-retest analyses. White matter structure in the three thalamo-prefrontal tracks, but not the cingulo-prefrontal track, appeared to play a key role in working memory function. The present results improve understanding of working memory neuropathology in concussions, which constitutes an important step toward developing neuropathologically informed biomarkers of concussion in children.
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Affiliation(s)
- Guido I Guberman
- Department of Neurology and Neurosurgery, Faculty of Medicine, McGill University, Montreal, QC, Canada.
- Montreal Neurological Institute, 3801 University, Montreal, QC, H3A 2B4, Canada.
| | | | - Alain Ptito
- Department of Neurology and Neurosurgery, Faculty of Medicine, McGill University, Montreal, QC, Canada
| | - Isabelle Gagnon
- Department of Pediatrics, Faculty of Medicine, Montreal Children's Hospital, McGill University, Quebec, Canada
| | - Maxime Descoteaux
- Department of Computer Science, Sherbrooke University, Sherbrooke, QC, Canada
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21
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Khetani A, Rohr CS, Sojoudi A, Bray S, Barlow KM. Alteration in Cerebral Activation during a Working Memory Task after Pediatric Mild Traumatic Brain Injury: A Prospective Controlled Cohort Study. J Neurotrauma 2019; 36:3274-3283. [DOI: 10.1089/neu.2018.6117] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Affiliation(s)
- Aneesh Khetani
- Department of Neuroscience and Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, Calgary, Alberta, Canada
- Child and Adolescent Imaging Program, Calgary, Alberta, Canada
| | - Christiane S. Rohr
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, Calgary, Alberta, Canada
- Child and Adolescent Imaging Program, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, Calgary, Alberta, Canada
| | - Alireza Sojoudi
- Biomedical Engineering, University of Calgary, Calgary, Alberta, Canada
| | - Signe Bray
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, Calgary, Alberta, Canada
- Child and Adolescent Imaging Program, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, Calgary, Alberta, Canada
| | - Karen M. Barlow
- Faculty of Medicine, Child Health Research Centre, The University of Queensland, Queensland, Australia
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22
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Singla A, Leineweber B, Monteith S, Oskouian RJ, Tubbs RS. The anatomy of concussion and chronic traumatic encephalopathy: A comprehensive review. Clin Anat 2018; 32:310-318. [DOI: 10.1002/ca.23313] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2018] [Accepted: 11/09/2018] [Indexed: 12/13/2022]
Affiliation(s)
- Amit Singla
- Swedish Neuroscience Institute; Seattle Washington
| | | | | | | | - R. Shane Tubbs
- Seattle Science Foundation; Seattle Washington
- Department of Anatomical Sciences; St. Georges University; St. Georges Grenada
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23
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Holmes SA, Singh-Saluja R, Chen JK, Gagnon I, Ptito A. Evaluating task-based brain network activity in pediatric subjects with an mTBI: mechanisms of functional compensation are symptom-level dependent. Brain Inj 2018; 33:383-393. [DOI: 10.1080/02699052.2018.1552023] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Affiliation(s)
- Scott A. Holmes
- Cognitive Neurosciences Unit, McGill University, Montreal, Canada
- Concussion Research Laboratory, Montreal Children’s Hospital, Montreal, Canada
- Department of Anesthesia, Harvard Medical School, Boston, USA
| | | | - Jen-kai Chen
- Cognitive Neurosciences Unit, McGill University, Montreal, Canada
| | - Isabelle Gagnon
- Concussion Research Laboratory, Montreal Children’s Hospital, Montreal, Canada
| | - Alain Ptito
- Cognitive Neurosciences Unit, McGill University, Montreal, Canada
- Department of Neurosurgery, Montreal General Hospital, Montreal, Canada
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24
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Yuan W, Barber Foss KD, Dudley J, Thomas S, Galloway R, DiCesare C, Leach J, Scheifele P, Farina M, Valencia G, Smith D, Altaye M, Rhea CK, Talavage T, Myer GD. Impact of Low-Level Blast Exposure on Brain Function after a One-Day Tactile Training and the Ameliorating Effect of a Jugular Vein Compression Neck Collar Device. J Neurotrauma 2018; 36:721-734. [PMID: 30136637 DOI: 10.1089/neu.2018.5737] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Special Weapons and Tactics (SWAT) personnel who conduct breacher exercises are at risk for blast-related head trauma. We aimed to investigate the potential impact of low-level blast exposure during breacher training on the neural functioning of working memory and auditory network connectivity. We also aimed to evaluate the effects of a jugular vein compression collar, designed to internally mitigate slosh energy absorption, preserving neural functioning and connectivity, following blast exposure. A total of 23 SWAT personnel were recruited and randomly assigned to a non-collar (n = 11) and collar group (n = 12). All participants completed a 1-day breacher training with multiple blast exposure. Prior to and following training, 18 participants (non-collar, n = 8; collar, n = 10) completed functional magnetic resonance imaging (fMRI) of working memory using N-Back task; 20 participants (non-collar, n = 10; collar, n = 12) completed resting-state fMRI. Key findings from the working memory analysis include significantly increased fMRI brain activation in the right insular, right superior temporal pole, right inferior frontal gyrus, and pars orbitalis post-training for the non-collar group (p < 0.05, threshold-free cluster enhancement corrected), but no changes were noted for the collar group. The elevation in fMRI activation in the non-collar group was found to correlate significantly (n = 7, r = 0.943, p = 0.001) with average peak impulse amplitude experienced during the training. In the resting-state fMRI analysis, significant pre- to post-training increase in connectivity between the auditory network and two discrete regions (left middle frontal gyrus and left superior lateral occipital/angular gyri) was found in the non-collar group, while no change was observed in the collar group. These data provided initial evidence of the impact of low-level blast on working memory and auditory network connectivity as well as the protective effect of collar on brain function following blast exposure, and is congruent with previous collar findings in sport-related traumatic brain injury.
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Affiliation(s)
- Weihong Yuan
- 1 Pediatric Neuroimaging Research Consortium, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio.,10 University of Cincinnati College of Medicine , Cincinnati, Ohio
| | - Kim D Barber Foss
- 2 The SPORT Center, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - Jonathan Dudley
- 1 Pediatric Neuroimaging Research Consortium, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - Staci Thomas
- 2 The SPORT Center, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - Ryan Galloway
- 2 The SPORT Center, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - Christopher DiCesare
- 2 The SPORT Center, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - James Leach
- 3 Division of Radiology, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio.,10 University of Cincinnati College of Medicine , Cincinnati, Ohio
| | - Pete Scheifele
- 4 Department of Communication Sciences and Disorders, University of Cincinnati , Ohio
| | - Megan Farina
- 4 Department of Communication Sciences and Disorders, University of Cincinnati , Ohio
| | - Gloria Valencia
- 4 Department of Communication Sciences and Disorders, University of Cincinnati , Ohio
| | - David Smith
- 2 The SPORT Center, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - Mekibib Altaye
- 5 Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - Christopher K Rhea
- 6 Department of Kinesiology, University of North Carolina at Greensboro , Greensboro, North Carolina
| | - Thomas Talavage
- 7 School of Electrical and Computer Engineering, Purdue University , West Lafayette, Indiana
| | - Gregory D Myer
- 2 The SPORT Center, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio.,8 Departments of Pediatrics and Orthopedic Surgery, University of Cincinnati , Ohio.,9 The Micheli Center for Sports Injury Prevention , Waltham, Massachusetts
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Rosenthal S, Gray M, Fatima H, Sair HI, Whitlow CT. Functional MR Imaging: Blood Oxygen Level-Dependent and Resting State Techniques in Mild Traumatic Brain Injury. Neuroimaging Clin N Am 2018; 28:107-115. [PMID: 29157847 DOI: 10.1016/j.nic.2017.09.008] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
This article discusses mild traumatic brain injury (mTBI)-associated effects on brain functional connectivity assessed via resting-state functional MR (fMR) imaging. Several studies have reported acute post-injury default mode network hyperconnectivity, followed by a period of decreased connectivity before later connectivity normalization in some patients. Other studies have reported mTBI associated effects on connectivity that remain evident for up to 5-years or more. Discordance in the published literature regarding the direction of network connectivity changes (eg, increased versus decreased connectivity) may reflect differences in timing of data collection post-injury, as well as the need to standardize MR imaging acquisition protocols and processing methods.
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Affiliation(s)
- Scott Rosenthal
- Radiology Informatics and Image Processing Laboratory (RIIPL), Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA; Division of Neuroradiology, Department of Radiology, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA
| | - Matthew Gray
- Radiology Informatics and Image Processing Laboratory (RIIPL), Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA; Division of Neuroradiology, Department of Radiology, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA
| | - Hudaisa Fatima
- Radiology Informatics and Image Processing Laboratory (RIIPL), Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA; Division of Neuroradiology, Department of Radiology, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA
| | - Haris I Sair
- Division of Neuroradiology, The Russell H. Morgan Department of Radiology and Radiological Sciences, Johns Hopkins University School of Medicine, 601 North Caroline Street, Baltimore, MD 21205, USA
| | - Christopher T Whitlow
- Radiology Informatics and Image Processing Laboratory (RIIPL), Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA; Division of Neuroradiology, Department of Radiology, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA; Department of Biomedical Engineering, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA; Clinical Translational Sciences Institute (CTSI), Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, USA.
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26
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The Role of Physical Activity in Recovery From Concussion in Youth: A Neuroscience Perspective. J Neurol Phys Ther 2018; 42:155-162. [PMID: 29864097 DOI: 10.1097/npt.0000000000000226] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND AND PURPOSE Concussion is a major public health concern and one of the least understood neurological injuries. Children and youth are disproportionally affected by concussion, and once injured, take longer to recover. Current guidelines recommend a period of physical and cognitive rest with a gradual progressive return to activity. Although there is limited high-quality evidence (eg, randomized controlled trials) on the benefit of physical activity and exercise after concussion, most studies report a positive impact of exercise in facilitating recovery after concussion. In this article we characterize the complex and dynamic changes in the brain following concussion by reviewing recent results from neuroimaging studies and to inform physical activity participation guidelines for the management of a younger population (eg, 14-25 years of age) after concussion. SUMMARY OF KEY POINTS Novel imaging methods and tools are providing a picture of the changes in the structure and function of the brain following concussion. These emerging results will, in the future, assist in creating objective, evidence-based pathways for clinical decision-making. Until such time, physical therapists should be aware that current neuroimaging evidence supports participation in physical activity after an initial and brief period of rest, and consider how best to incorporate exercise into rehabilitation to enhance recovery following concussion. RECOMMENDATIONS FOR CLINICAL PRACTICE It is important that physical therapists understand the neurobiological impact of concussion injury and recovery, and be informed of the scientific rationale for the recommendations and guidelines for engagement in physical activity.Video Abstract available for more insights from the authors (see Supplemental Digital Content 1, available at: http://links.lww.com/JNPT/A205).
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27
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Schmidt J, Hayward KS, Brown KE, Zwicker JG, Ponsford J, van Donkelaar P, Babul S, Boyd LA. Imaging in Pediatric Concussion: A Systematic Review. Pediatrics 2018; 141:peds.2017-3406. [PMID: 29678928 DOI: 10.1542/peds.2017-3406] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/12/2018] [Indexed: 11/24/2022] Open
Abstract
CONTEXT Pediatric mild traumatic brain injury (mTBI) is a common and poorly understood injury. Neuroimaging indexes brain injury and outcome after pediatric mTBI, but remains largely unexplored. OBJECTIVE To investigate the differences in neuroimaging findings in children/youth with mTBI. Measures of behavior, symptoms, time since injury, and age at injury were also considered. DATA SOURCES A systematic review was conducted up to July 6, 2016. STUDY SELECTION Studies were independently screened by 2 authors and included if they met predetermined eligibility criteria: (1) children/youth (5-18 years of age), (2) diagnosis of mTBI, and (3) use of neuroimaging. DATA EXTRACTION Two authors independently appraised study quality and extracted demographic and outcome data. RESULTS Twenty-two studies met the eligibility criteria, involving 448 participants with mTBI (mean age = 12.7 years ± 2.8). Time postinjury ranged from 1 day to 5 years. Seven different neuroimaging methods were investigated in included studies. The most frequently used method, diffusion tensor imaging (41%), had heterogeneous findings with respect to the specific regions and tracts that showed group differences. However, group differences were observed in many regions containing the corticospinal tract, portions of the corpus callosum, or frontal white-matter regions; fractional anisotropy was increased in 88% of the studies. LIMITATIONS This review included a heterogeneous sample with regard to participant ages, time since injury, symptoms, and imaging methods which prevented statistical pooling/modelling. CONCLUSIONS These data highlight essential priorities for future research (eg, common data elements) that are foundational to progress the understanding of pediatric concussion.
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Affiliation(s)
- Julia Schmidt
- Department of Physical Therapy, The University of British Columbia, Vancouver, Canada; .,School of Allied Health, College of Science, Health and Engineering, La Trobe University, Melbourne, Australia
| | - Kathryn S Hayward
- Department of Physical Therapy, The University of British Columbia, Vancouver, Canada.,Florey Institute of Neuroscience and Mental Health, National Health and Medical Research Council and University of Melbourne, Parkville, Australia.,Centre for Research Excellence in Stroke Rehabilitation and Brain Recovery, Melbourne, Australia
| | - Katlyn E Brown
- Department of Physical Therapy, The University of British Columbia, Vancouver, Canada
| | - Jill G Zwicker
- Department of Physical Therapy, The University of British Columbia, Vancouver, Canada.,BC Children's Hospital Research Institute, Vancouver, Canada; and
| | | | - Paul van Donkelaar
- Department of Physical Therapy, The University of British Columbia, Vancouver, Canada
| | - Shelina Babul
- Department of Physical Therapy, The University of British Columbia, Vancouver, Canada.,BC Children's Hospital Research Institute, Vancouver, Canada; and
| | - Lara A Boyd
- Department of Physical Therapy, The University of British Columbia, Vancouver, Canada
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28
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Chamard E, Lichtenstein JD. A systematic review of neuroimaging findings in children and adolescents with sports-related concussion. Brain Inj 2018; 32:816-831. [PMID: 29648462 DOI: 10.1080/02699052.2018.1463106] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
BACKGROUND Sport-related concussion (SRC) generally does not result in structural anomalies revealed through clinical imaging techniques such as MRI and CT. While advanced neuroimaging techniques offer another avenue to investigate the subtle alterations following SRC, the current pediatric literature in this area has yet to be reviewed. The aim of this review is to systematically explore the literature on magnetic resonance spectroscopy (MRS), diffusion tensor imaging (DTI), functional magnetic resonance imaging (fMRI), and cortical thickness following SRC in children and adolescents. METHODS A systematic Pubmed search using the preferred reporting items for systematic reviews and meta-analysis guidelines was conducted independently for each neuroimaging method. Studies were screened for inclusion based on pre-determined criteria. RESULTS A total of 26 studies were included (MRS = 4, DTI = 10, fMRI = 11, cortical thickness = 1). A total of 16 studies were conducted solely with male athletes, while 10 studies recruited an unequal number of male and female athletes. CONCLUSIONS While MRI and CT are generally unrevealing, advanced neuroimaging techniques demonstrated neurometabolic, microstructural, and functional alterations following SRC in athletes younger than 19 years of age in the acute, subacute, and chronic phases of recovery. However, more studies are needed to fully understand the impact of SRC on the developing brain in children and adolescents.
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Affiliation(s)
- Emilie Chamard
- a Department of Psychiatry, Geisel School of Medicine at Dartmouth , Dartmouth-Hitchcock Medical Center , Lebanon , NH , USA
| | - Jonathan D Lichtenstein
- a Department of Psychiatry, Geisel School of Medicine at Dartmouth , Dartmouth-Hitchcock Medical Center , Lebanon , NH , USA
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29
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Yuan W, Dudley J, Barber Foss KD, Ellis JD, Thomas S, Galloway RT, DiCesare CA, Leach JL, Adams J, Maloney T, Gadd B, Smith D, Epstein JN, Grooms DR, Logan K, Howell DR, Altaye M, Myer GD. Mild Jugular Compression Collar Ameliorated Changes in Brain Activation of Working Memory after One Soccer Season in Female High School Athletes. J Neurotrauma 2018; 35:1248-1259. [PMID: 29334834 DOI: 10.1089/neu.2017.5262] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Recent neuroimaging studies have suggested that repetitive subconcussive head impacts, even after only one sport season, may lead to pre- to post-season structural and functional alterations in male high school football athletes. However, data on female athletes are limited. In the current investigation, we aimed to (1) assess the longitudinal pre- to post-season changes in functional MRI (fMRI) of working memory and working memory performance, (2) quantify the association between the pre- to post-season change in fMRI of working memory and the exposure to head impact and working memory performance, and (3) assess whether wearing a neck collar designed to reduce intracranial slosh via mild compression of the jugular veins can ameliorate the changes in fMRI brain activation observed in the female high school athletes who did not wear collars after a full soccer season. A total of 48 female high school soccer athletes (age range: 14.00-17.97 years) were included in the study. These athletes were assigned to the non-collar group (n = 21) or to the collar group (n = 27). All athletes undewent MRI at both pre-season and post-season. In each session, a fMRI verbal N-Back task was used to engage working memory. A significant pre- to post-season increase in fMRI blood oxygen level dependent (BOLD) signal was demonstrated when performing the N-back working memory task in the non-collar group but not in the collar group, despite the comparable exposure to head impacts during the season between the two groups. The collar group demonstrated significantly smaller pre- to post-season change in fMRI BOLD signal than the non-collar group, suggesting a potential protective effect from the collar device. Significant correlations were also found between the pre- to post-season increase in fMRI brain activation and the decrease in task accuracy in the non-collar group, indicating an association between the compensatory mechanism in underlying neurophysiology and the alteration in the behavioral outcomes.
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Affiliation(s)
- Weihong Yuan
- 1 Pediatric Neuroimaging Research Consortium, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio.,2 University of Cincinnati College of Medicine , Cincinnati, Ohio
| | - Jonathan Dudley
- 1 Pediatric Neuroimaging Research Consortium, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - Kim D Barber Foss
- 3 eSPORT Center, Division of Sports Medicine, Department of Pediatrics, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - Jonathan D Ellis
- 2 University of Cincinnati College of Medicine , Cincinnati, Ohio.,3 eSPORT Center, Division of Sports Medicine, Department of Pediatrics, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - Staci Thomas
- 3 eSPORT Center, Division of Sports Medicine, Department of Pediatrics, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - Ryan T Galloway
- 3 eSPORT Center, Division of Sports Medicine, Department of Pediatrics, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - Christopher A DiCesare
- 3 eSPORT Center, Division of Sports Medicine, Department of Pediatrics, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - James L Leach
- 2 University of Cincinnati College of Medicine , Cincinnati, Ohio.,4 Department of Radiology, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - Janet Adams
- 4 Department of Radiology, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - Thomas Maloney
- 1 Pediatric Neuroimaging Research Consortium, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - Brooke Gadd
- 3 eSPORT Center, Division of Sports Medicine, Department of Pediatrics, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - David Smith
- 3 eSPORT Center, Division of Sports Medicine, Department of Pediatrics, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - Jeff N Epstein
- 2 University of Cincinnati College of Medicine , Cincinnati, Ohio.,5 Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - Dustin R Grooms
- 6 Ohio Musculoskeletal and Neurological Institute, Division of Athletic Training, School of Applied Health Sciences and Wellness, College of Health Sciences and Professions, Ohio University , Athens, Ohio
| | - Kelsey Logan
- 2 University of Cincinnati College of Medicine , Cincinnati, Ohio.,3 eSPORT Center, Division of Sports Medicine, Department of Pediatrics, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - David R Howell
- 7 The Micheli Center for Sports Injury Prevention , Waltham, Massachusetts.,8 Sports Medicine Center , Children's Hospital Colorado, Aurora, Colorado
| | - Mekibib Altaye
- 2 University of Cincinnati College of Medicine , Cincinnati, Ohio.,9 Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio
| | - Gregory D Myer
- 3 eSPORT Center, Division of Sports Medicine, Department of Pediatrics, Cincinnati Children's Hospital Medical Center , Cincinnati, Ohio.,7 The Micheli Center for Sports Injury Prevention , Waltham, Massachusetts.,8 Sports Medicine Center , Children's Hospital Colorado, Aurora, Colorado.,10 Departments of Pediatrics and Orthopaedic Surgery, University of Cincinnati , Cincinnati, Ohio.,11 Department of Orthopaedics, University of Pennsylvania , Philadelphia, Pennsylvania
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30
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Manning KY, Schranz A, Bartha R, Dekaban GA, Barreira C, Brown A, Fischer L, Asem K, Doherty TJ, Fraser DD, Holmes J, Menon RS. Multiparametric MRI changes persist beyond recovery in concussed adolescent hockey players. Neurology 2017; 89:2157-2166. [PMID: 29070666 PMCID: PMC5696642 DOI: 10.1212/wnl.0000000000004669] [Citation(s) in RCA: 67] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2017] [Accepted: 09/06/2017] [Indexed: 01/13/2023] Open
Abstract
OBJECTIVE To determine whether multiparametric MRI data can provide insight into the acute and long-lasting neuronal sequelae after a concussion in adolescent athletes. METHODS Players were recruited from Bantam hockey leagues in which body checking is first introduced (male, age 11-14 years). Clinical measures, diffusion metrics, resting-state network and region-to-region functional connectivity patterns, and magnetic resonance spectroscopy absolute metabolite concentrations were analyzed from an independent, age-matched control group of hockey players (n = 26) and longitudinally in concussed athletes within 24 to 72 hours (n = 17) and 3 months (n = 14) after a diagnosed concussion. RESULTS There were diffusion abnormalities within multiple white matter tracts, functional hyperconnectivity, and decreases in choline 3 months after concussion. Tract-specific spatial statistics revealed a large region along the superior longitudinal fasciculus with the largest decreases in diffusivity measures, which significantly correlated with clinical deficits. This region also spatially intersected with probabilistic tracts connecting cortical regions where we found acute functional connectivity changes. Hyperconnectivity patterns at 3 months after concussion were present only in players with relatively less severe clinical outcomes, higher choline concentrations, and diffusivity indicative of relatively less axonal disruption. CONCLUSIONS Changes persisted well after players' clinical scores had returned to normal and they had been cleared to return to play. Ongoing white matter maturation may make adolescent athletes particularly vulnerable to brain injury, and they may require extended recovery periods. The consequences of early brain injury for ongoing brain development and risk of more serious conditions such as second impact syndrome or neural degenerative processes need to be elucidated.
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Affiliation(s)
- Kathryn Y Manning
- From the Department of Medical Biophysics (K.Y.M., A.S., R.B., R.S.M.), Department of Microbiology and Immunology (G.A.D., C.B.), Department of Anatomy and Cell Biology (A.B), Department of Physical Medicine and Rehabilitation (T.J.D.), and School of Occupational Therapy (J.H.), University of Western Ontario; Centre for Functional and Metabolic Mapping (K.Y.M., R.B., R.S.M.) and Molecular Medicine (G.A.D., C.B., A.B.), Robarts Research Institute; Primary Care Sport Medicine (L.F., K.A.), Family Medicine, Fowler Kennedy Sport Medicine; and Paediatrics Critical Care Medicine (D.D.F.), London Health Sciences Centre, London, Ontario, Canada
| | - Amy Schranz
- From the Department of Medical Biophysics (K.Y.M., A.S., R.B., R.S.M.), Department of Microbiology and Immunology (G.A.D., C.B.), Department of Anatomy and Cell Biology (A.B), Department of Physical Medicine and Rehabilitation (T.J.D.), and School of Occupational Therapy (J.H.), University of Western Ontario; Centre for Functional and Metabolic Mapping (K.Y.M., R.B., R.S.M.) and Molecular Medicine (G.A.D., C.B., A.B.), Robarts Research Institute; Primary Care Sport Medicine (L.F., K.A.), Family Medicine, Fowler Kennedy Sport Medicine; and Paediatrics Critical Care Medicine (D.D.F.), London Health Sciences Centre, London, Ontario, Canada
| | - Robert Bartha
- From the Department of Medical Biophysics (K.Y.M., A.S., R.B., R.S.M.), Department of Microbiology and Immunology (G.A.D., C.B.), Department of Anatomy and Cell Biology (A.B), Department of Physical Medicine and Rehabilitation (T.J.D.), and School of Occupational Therapy (J.H.), University of Western Ontario; Centre for Functional and Metabolic Mapping (K.Y.M., R.B., R.S.M.) and Molecular Medicine (G.A.D., C.B., A.B.), Robarts Research Institute; Primary Care Sport Medicine (L.F., K.A.), Family Medicine, Fowler Kennedy Sport Medicine; and Paediatrics Critical Care Medicine (D.D.F.), London Health Sciences Centre, London, Ontario, Canada
| | - Gregory A Dekaban
- From the Department of Medical Biophysics (K.Y.M., A.S., R.B., R.S.M.), Department of Microbiology and Immunology (G.A.D., C.B.), Department of Anatomy and Cell Biology (A.B), Department of Physical Medicine and Rehabilitation (T.J.D.), and School of Occupational Therapy (J.H.), University of Western Ontario; Centre for Functional and Metabolic Mapping (K.Y.M., R.B., R.S.M.) and Molecular Medicine (G.A.D., C.B., A.B.), Robarts Research Institute; Primary Care Sport Medicine (L.F., K.A.), Family Medicine, Fowler Kennedy Sport Medicine; and Paediatrics Critical Care Medicine (D.D.F.), London Health Sciences Centre, London, Ontario, Canada
| | - Christy Barreira
- From the Department of Medical Biophysics (K.Y.M., A.S., R.B., R.S.M.), Department of Microbiology and Immunology (G.A.D., C.B.), Department of Anatomy and Cell Biology (A.B), Department of Physical Medicine and Rehabilitation (T.J.D.), and School of Occupational Therapy (J.H.), University of Western Ontario; Centre for Functional and Metabolic Mapping (K.Y.M., R.B., R.S.M.) and Molecular Medicine (G.A.D., C.B., A.B.), Robarts Research Institute; Primary Care Sport Medicine (L.F., K.A.), Family Medicine, Fowler Kennedy Sport Medicine; and Paediatrics Critical Care Medicine (D.D.F.), London Health Sciences Centre, London, Ontario, Canada
| | - Arthur Brown
- From the Department of Medical Biophysics (K.Y.M., A.S., R.B., R.S.M.), Department of Microbiology and Immunology (G.A.D., C.B.), Department of Anatomy and Cell Biology (A.B), Department of Physical Medicine and Rehabilitation (T.J.D.), and School of Occupational Therapy (J.H.), University of Western Ontario; Centre for Functional and Metabolic Mapping (K.Y.M., R.B., R.S.M.) and Molecular Medicine (G.A.D., C.B., A.B.), Robarts Research Institute; Primary Care Sport Medicine (L.F., K.A.), Family Medicine, Fowler Kennedy Sport Medicine; and Paediatrics Critical Care Medicine (D.D.F.), London Health Sciences Centre, London, Ontario, Canada
| | - Lisa Fischer
- From the Department of Medical Biophysics (K.Y.M., A.S., R.B., R.S.M.), Department of Microbiology and Immunology (G.A.D., C.B.), Department of Anatomy and Cell Biology (A.B), Department of Physical Medicine and Rehabilitation (T.J.D.), and School of Occupational Therapy (J.H.), University of Western Ontario; Centre for Functional and Metabolic Mapping (K.Y.M., R.B., R.S.M.) and Molecular Medicine (G.A.D., C.B., A.B.), Robarts Research Institute; Primary Care Sport Medicine (L.F., K.A.), Family Medicine, Fowler Kennedy Sport Medicine; and Paediatrics Critical Care Medicine (D.D.F.), London Health Sciences Centre, London, Ontario, Canada
| | - Kevin Asem
- From the Department of Medical Biophysics (K.Y.M., A.S., R.B., R.S.M.), Department of Microbiology and Immunology (G.A.D., C.B.), Department of Anatomy and Cell Biology (A.B), Department of Physical Medicine and Rehabilitation (T.J.D.), and School of Occupational Therapy (J.H.), University of Western Ontario; Centre for Functional and Metabolic Mapping (K.Y.M., R.B., R.S.M.) and Molecular Medicine (G.A.D., C.B., A.B.), Robarts Research Institute; Primary Care Sport Medicine (L.F., K.A.), Family Medicine, Fowler Kennedy Sport Medicine; and Paediatrics Critical Care Medicine (D.D.F.), London Health Sciences Centre, London, Ontario, Canada
| | - Timothy J Doherty
- From the Department of Medical Biophysics (K.Y.M., A.S., R.B., R.S.M.), Department of Microbiology and Immunology (G.A.D., C.B.), Department of Anatomy and Cell Biology (A.B), Department of Physical Medicine and Rehabilitation (T.J.D.), and School of Occupational Therapy (J.H.), University of Western Ontario; Centre for Functional and Metabolic Mapping (K.Y.M., R.B., R.S.M.) and Molecular Medicine (G.A.D., C.B., A.B.), Robarts Research Institute; Primary Care Sport Medicine (L.F., K.A.), Family Medicine, Fowler Kennedy Sport Medicine; and Paediatrics Critical Care Medicine (D.D.F.), London Health Sciences Centre, London, Ontario, Canada
| | - Douglas D Fraser
- From the Department of Medical Biophysics (K.Y.M., A.S., R.B., R.S.M.), Department of Microbiology and Immunology (G.A.D., C.B.), Department of Anatomy and Cell Biology (A.B), Department of Physical Medicine and Rehabilitation (T.J.D.), and School of Occupational Therapy (J.H.), University of Western Ontario; Centre for Functional and Metabolic Mapping (K.Y.M., R.B., R.S.M.) and Molecular Medicine (G.A.D., C.B., A.B.), Robarts Research Institute; Primary Care Sport Medicine (L.F., K.A.), Family Medicine, Fowler Kennedy Sport Medicine; and Paediatrics Critical Care Medicine (D.D.F.), London Health Sciences Centre, London, Ontario, Canada
| | - Jeff Holmes
- From the Department of Medical Biophysics (K.Y.M., A.S., R.B., R.S.M.), Department of Microbiology and Immunology (G.A.D., C.B.), Department of Anatomy and Cell Biology (A.B), Department of Physical Medicine and Rehabilitation (T.J.D.), and School of Occupational Therapy (J.H.), University of Western Ontario; Centre for Functional and Metabolic Mapping (K.Y.M., R.B., R.S.M.) and Molecular Medicine (G.A.D., C.B., A.B.), Robarts Research Institute; Primary Care Sport Medicine (L.F., K.A.), Family Medicine, Fowler Kennedy Sport Medicine; and Paediatrics Critical Care Medicine (D.D.F.), London Health Sciences Centre, London, Ontario, Canada
| | - Ravi S Menon
- From the Department of Medical Biophysics (K.Y.M., A.S., R.B., R.S.M.), Department of Microbiology and Immunology (G.A.D., C.B.), Department of Anatomy and Cell Biology (A.B), Department of Physical Medicine and Rehabilitation (T.J.D.), and School of Occupational Therapy (J.H.), University of Western Ontario; Centre for Functional and Metabolic Mapping (K.Y.M., R.B., R.S.M.) and Molecular Medicine (G.A.D., C.B., A.B.), Robarts Research Institute; Primary Care Sport Medicine (L.F., K.A.), Family Medicine, Fowler Kennedy Sport Medicine; and Paediatrics Critical Care Medicine (D.D.F.), London Health Sciences Centre, London, Ontario, Canada.
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31
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Covassin T, Savage JL, Bretzin AC, Fox ME. Sex differences in sport-related concussion long-term outcomes. Int J Psychophysiol 2017; 132:9-13. [PMID: 28927725 DOI: 10.1016/j.ijpsycho.2017.09.010] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2016] [Revised: 08/24/2017] [Accepted: 09/12/2017] [Indexed: 11/17/2022]
Abstract
Approximately 1.6 to 3.8 million recreational and sports-related concussions (SRC) occur each year in the Unites States. Research suggest that female athletes are at a greater risk for a SRC compared to male athletes competing in comparable sports (i.e., soccer, basketball). Moreover, female athletes have reported more total symptoms and greater neurocognitive impairments following a SRC. Female athletes have been found to report greater symptom provocation as measured by the Vestibular/Ocular Motor Screening (VOMS), and increased brain activation compared to males. There is a scarcity of research on long-term effects of SRC in male and female athletes. Therefore, the aim of this review article is to summarize the existing literature on sex differences in acute and sub-acute SRC outcomes.
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Affiliation(s)
- Tracey Covassin
- Michigan State University, Department of Kinesiology, 308 W Circle Drive, East Lansing, MI 48824, United States.
| | - Jennifer L Savage
- Michigan State University, Department of Kinesiology, 308 W Circle Drive, East Lansing, MI 48824, United States
| | - Abigail C Bretzin
- Michigan State University, Department of Kinesiology, 308 W Circle Drive, East Lansing, MI 48824, United States
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