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Jacquens A, Csaba Z, Soleimanzad H, Bokobza C, Delmotte PR, Userovici C, Boussemart P, Chhor V, Bouvier D, van de Looij Y, Faivre V, Diao S, Lemoine S, Blugeon C, Schwendimann L, Young-Ten P, Naffaa V, Laprevote O, Tanter M, Dournaud P, Van Steenwinckel J, Degos V, Gressens P. Deleterious effect of sustained neuroinflammation in pediatric traumatic brain injury. Brain Behav Immun 2024; 120:99-116. [PMID: 38705494 DOI: 10.1016/j.bbi.2024.04.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 04/15/2024] [Accepted: 04/22/2024] [Indexed: 05/07/2024] Open
Abstract
INTRODUCTION Despite improved management of traumatic brain injury (TBI), it still leads to lifelong sequelae and disability, particularly in children. Chronic neuroinflammation (the so-called tertiary phase), in particular, microglia/macrophage and astrocyte reactivity, is among the main mechanisms suspected of playing a role in the generation of lesions associated with TBI. The role of acute neuroinflammation is now well understood, but its persistent effect and impact on the brain, particularly during development, are not. Here, we investigated the long-term effects of pediatric TBI on the brain in a mouse model. METHODS Pediatric TBI was induced in mice on postnatal day (P) 7 by weight-drop trauma. The time course of neuroinflammation and myelination was examined in the TBI mice. They were also assessed by magnetic resonance, functional ultrasound, and behavioral tests at P45. RESULTS TBI induced robust neuroinflammation, characterized by acute microglia/macrophage and astrocyte reactivity. The long-term consequences of pediatric TBI studied on P45 involved localized scarring astrogliosis, persistent microgliosis associated with a specific transcriptomic signature, and a long-lasting myelination defect consisting of the loss of myelinated axons, a decreased level of myelin binding protein, and severe thinning of the corpus callosum. These results were confirmed by reduced fractional anisotropy, measured by diffusion tensor imaging, and altered inter- and intra-hemispheric connectivity, measured by functional ultrasound imaging. In addition, adolescent mice with pediatric TBI showed persistent social interaction deficits and signs of anxiety and depressive behaviors. CONCLUSIONS We show that pediatric TBI induces tertiary neuroinflammatory processes associated with white matter lesions and altered behavior. These results support our model as a model for preclinical studies for tertiary lesions following TBI.
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Affiliation(s)
- Alice Jacquens
- Université Paris Cité, Inserm, NeuroDiderot, 75019 Paris, France; Sorbonne University, GRC 29, AP-HP, DMU DREAM, Department of Anaesthesiology and Critical Care Medicine, Pitié-Salpêtrière Hospital, 47-83, boulevard de l'Hôpital, 75013 Paris, France.
| | - Zsolt Csaba
- Université Paris Cité, Inserm, NeuroDiderot, 75019 Paris, France
| | - Haleh Soleimanzad
- Physics for Medicine Paris, Inserm, ESPCI Paris, PSL Research University, CNRS, 75005 Paris, France
| | - Cindy Bokobza
- Université Paris Cité, Inserm, NeuroDiderot, 75019 Paris, France
| | | | | | | | - Vibol Chhor
- Université Paris Cité, Inserm, NeuroDiderot, 75019 Paris, France
| | - Damien Bouvier
- Université Paris Cité, Inserm, NeuroDiderot, 75019 Paris, France
| | - Yohan van de Looij
- Université de Genève, Service Développement et Croissance, Département de Pédiatrie, Faculté de Médecine, 1211 Genève, Suisse; Centre d'Imagerie Biomédicale, Section Technologie d'Imagerie Animale, Ecole Polytechnique Fédérale de Lausanne, 1015 Lausanne, Suisse
| | - Valérie Faivre
- Université Paris Cité, Inserm, NeuroDiderot, 75019 Paris, France
| | - Siaho Diao
- Université Paris Cité, Inserm, NeuroDiderot, 75019 Paris, France
| | - Sophie Lemoine
- Genomics Core Facility, Département de Biologie, École Normale Supérieure, Institut de Biologie de l'ENS (IBENS), CNRS, INSERM, Université PSL, Paris, France
| | - Corinne Blugeon
- Genomics Core Facility, Département de Biologie, École Normale Supérieure, Institut de Biologie de l'ENS (IBENS), CNRS, INSERM, Université PSL, Paris, France
| | | | | | - Vanessa Naffaa
- Université Paris Cité, Inserm, NeuroDiderot, 75019 Paris, France
| | - Olivier Laprevote
- Université de Paris, CNRS, CiTCoM, 75006 Paris, France; Hôpital Européen Georges Pompidou, AP-HP, Service de Biochimie, 75015 Paris, France
| | - Mickael Tanter
- Physics for Medicine Paris, Inserm, ESPCI Paris, PSL Research University, CNRS, 75005 Paris, France
| | - Pascal Dournaud
- Université Paris Cité, Inserm, NeuroDiderot, 75019 Paris, France
| | | | - Vincent Degos
- Université Paris Cité, Inserm, NeuroDiderot, 75019 Paris, France; Sorbonne University, GRC 29, AP-HP, DMU DREAM, Department of Anaesthesiology and Critical Care Medicine, Pitié-Salpêtrière Hospital, 47-83, boulevard de l'Hôpital, 75013 Paris, France
| | - Pierre Gressens
- Université Paris Cité, Inserm, NeuroDiderot, 75019 Paris, France
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Stein A, Vinh To X, Nasrallah FA, Barlow KM. Evidence of Ongoing Cerebral Microstructural Reorganization in Children With Persisting Symptoms Following Mild Traumatic Brain Injury: A NODDI DTI Analysis. J Neurotrauma 2024; 41:41-58. [PMID: 37885245 DOI: 10.1089/neu.2023.0196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2023] Open
Abstract
Approximately 300-550 children per 100,000 sustain a mild traumatic brain injury (mTBI) each year, of whom ∼25-30% have long-term cognitive problems. Following mTBI, free water (FW) accumulation occurs in white matter (WM) tracts. Diffusion tensor imaging (DTI) can be used to investigate structural integrity following mTBI. Compared with conventional DTI, neurite orientation dispersion and density imaging (NODDI) orientation dispersion index (ODI) and fraction of isolated free water (FISO) metrics may allow a more advanced insight into microstructural damage following pediatric mTBI. In this longitudinal study, we used NODDI to explore whole-brain and tract-specific differences in ODI and FISO in children with persistent symptoms after mTBI (n = 80) and in children displaying clinical recovery (n = 32) at 1 and 2-3 months post-mTBI compared with healthy controls (HCs) (n = 21). Two-way repeated measures analysis of variance (ANOVA) and voxelwise two-sample t tests were conducted to compare whole-brain and tract-specific diffusion across groups. All results were corrected at positive false discovery rate (pFDR) <0.05. We also examined the association between NODDI metrics and clinical outcomes, using logistical regression to investigate the value of NODDI metrics in predicting future recovery from mTBI. Whole-brain ODI was significantly increased in symptomatic participants compared with HCs at both 1 and 2 months post-injury, where the uncinate fasciculus (UF) and inferior fronto-occipital fasciculus (IFOF) were particularly implicated. Using region of interest (ROI) analysis in significant WM, bilateral IFOF and UF voxels, symptomatic participants had the highest ODI in all ROIs. ODI was lower in asymptomatic participants, and HCs had the lowest ODI in all ROIs. No changes in FISO were found across groups or over time. WM ODI was moderately correlated with a higher youth-reported post-concussion symptom inventory (PCSI) score. With 87% predictive power, ODI (1 month post-injury) and clinical predictors (age, sex, PCSI score, attention scores) were a more sensitive predictor of recovery at 2-3 months post-injury than fractional anisotropy (FA) and clinical predictors, or clinical predictors alone. FISO could not predict recovery at 2-3 months post-injury. Therefore, we found that ODI was significantly increased in symptomatic children following mTBI compared with HCs at 1 month post-injury, and progressively decreased over time alongside clinical recovery. We found no significant differences in FISO between groups or over time. WM ODI at 1 month was a more sensitive predictor of clinical recovery at 2-3 months post-injury than FA, FISO, or clinical measures alone. Our results show evidence of ongoing microstructural reorganization or neuroinflammation between 1 and 2-3 months post-injury, further supporting delayed return to play in children who remain symptomatic. We recommend future research examining the clinical utility of NODDI following mTBI to predict recovery or persistence of post-concussion symptoms and thereby inform management of mTBI.
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Affiliation(s)
- Athena Stein
- Acquired Brain Injury in Children Research Group, The University of Queensland, South Brisbane, Queensland, Australia
| | - Xuan Vinh To
- Queensland Brain Institute, The University of Queensland, South Brisbane, Queensland, Australia
| | - Fatima A Nasrallah
- Queensland Brain Institute, The University of Queensland, South Brisbane, Queensland, Australia
| | - Karen M Barlow
- Acquired Brain Injury in Children Research Group, The University of Queensland, South Brisbane, Queensland, Australia
- Queensland Pediatric Rehabilitation Service, Queensland Children's Hospital, South Brisbane, Queensland, Australia
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Lu HC, Gevirtz R, Yang CC, Hauson AO. Heart Rate Variability Biofeedback for Mild Traumatic Brain Injury: A Randomized-Controlled Study. Appl Psychophysiol Biofeedback 2023; 48:405-421. [PMID: 37335413 PMCID: PMC10582136 DOI: 10.1007/s10484-023-09592-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/26/2023] [Indexed: 06/21/2023]
Abstract
To determine whether heart rate variability biofeedback (HRV-BF) training, compared to a psychoeducation control condition can strengthen the integration of the central and autonomic nervous systems as measured by neuropsychological measures in patients with mild traumatic brain injury (mTBI). Participants were recruited from two university hospitals in Taipei, Taiwan. A total of 49 participants with mTBI were recruited for this study. Forty-one participants completed the study, 21 in the psychoeducation group and 20 in the HRV-BF group. Randomized controlled study. The Taiwanese Frontal Assessment Battery, the Semantic Association of Verbal Fluency Test, the Taiwanese version of the Word Sequence Learning Test, the Paced Auditory Serial Addition Test-Revised, and the Trail Making Test were used as performance-based neuropsychological functioning measures. The Checklist of Post-concussion Symptoms, the Taiwanese version of the Dysexecutive Questionnaire, the Beck Anxiety Inventory, the Beck Depression Inventory, and the National Taiwan University Irritability Scale were used as self-report neuropsychological functioning measures. Furthermore, heart rate variability pre- vs. post-training was used to measure autonomic nervous system functioning. Executive, information processing, verbal memory, emotional neuropsychological functioning, and heart rate variability (HRV) were improved significantly in the HRV-BF group at the posttest whereas the psychoeducation group showed no change. HRV biofeedback is a feasible technique following mild TBI that can improve neuropsychological and autonomic nervous system functioning. HRV-BF may be clinically feasible for the rehabilitation of patients with mTBI.
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Affiliation(s)
- Hsueh Chen Lu
- California School of Professional Psychology at Alliant International University, Clinical Psychology PhD Program, San Diego, CA, USA
| | - Richard Gevirtz
- California School of Professional Psychology at Alliant International University, Clinical Psychology PhD Program, San Diego, CA, USA.
| | - Chi Cheng Yang
- Department of Psychology, National Chengchi University, Taipei, Taiwan
| | - Alexander O Hauson
- California School of Professional Psychology at Alliant International University, Clinical Psychology PhD Program, San Diego, CA, USA
- Department of Psychiatry, University of California San Diego, La Jolla, San Diego, CA, USA
- Institute of Brain Research and Integrated Neuropsychological Services (iBRAINS.Org), San Diego, CA, USA
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Corti C, Oldrati V, Papini M, Strazzer S, Poggi G, Romaniello R, Borgatti R, Urgesi C, Bardoni A. Randomized clinical trial on the effects of a computerized cognitive training for pediatric patients with acquired brain injury or congenital malformation. Sci Rep 2023; 13:14559. [PMID: 37666983 PMCID: PMC10477344 DOI: 10.1038/s41598-023-41810-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 08/31/2023] [Indexed: 09/06/2023] Open
Abstract
Both acquired injuries and congenital malformations often cause lifelong disabilities in children, with a significant impact on cognitive abilities. Remote computerized cognitive training (CCT) may be delivered in ecological settings to favour rehabilitation continuity. This randomized clinical trial (RCT) evaluated the efficacy of an 8-week multi-domain, home-based CCT in a sample of patients aged 11-16 years with non-progressive acquired brain injury (ABI), brain tumor (BT) and congenital brain malformation (CBM). Following a stepped-wedge research design, patients were randomized into two groups: Training-first group, which started the CCT immediately after baseline assessment and Waiting-first group, which started the CCT after a period of time comparable to that required by the training (8 weeks). Post-training and long-term (6 months) changes were assessed. Both groups improved on visual-spatial working memory after the CCT, with benefits maintained after 6 months, while no other changes in cognitive or psychological measures were found. These findings suggest that a multi-domain CCT can generate benefits in visual-spatial working memory, in accordance with data from extant literature reporting that computer games heavily engage visuo-spatial abilities. We speculate that is tapping on the same cognitive ability with a prolonged training that may generate the greatest change after a CCT.
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Affiliation(s)
- Claudia Corti
- Scientific Institute, IRCCS E. Medea, Bosisio Parini, Lecco, Italy
| | - Viola Oldrati
- Scientific Institute, IRCCS E. Medea, Bosisio Parini, Lecco, Italy.
| | - Marta Papini
- Scientific Institute, IRCCS E. Medea, Bosisio Parini, Lecco, Italy
| | - Sandra Strazzer
- Scientific Institute, IRCCS E. Medea, Bosisio Parini, Lecco, Italy
| | - Geraldina Poggi
- Scientific Institute, IRCCS E. Medea, Bosisio Parini, Lecco, Italy
| | | | - Renato Borgatti
- Scientific Institute, IRCCS E. Medea, Bosisio Parini, Lecco, Italy
| | - Cosimo Urgesi
- Scientific Institute, IRCCS E. Medea, Bosisio Parini, Lecco, Italy
- Laboratory of Cognitive Neuroscience, Department of Languages and Literatures, Communication, Education and Society, University of Udine, Udine, Italy
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Naumenko Y, Yuryshinetz I, Zabenko Y, Pivneva T. Mild traumatic brain injury as a pathological process. Heliyon 2023; 9:e18342. [PMID: 37519712 PMCID: PMC10372741 DOI: 10.1016/j.heliyon.2023.e18342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 07/10/2023] [Accepted: 07/13/2023] [Indexed: 08/01/2023] Open
Abstract
Traumatic brain injury (TBI) is defined as dysfunction or other evidence of brain pathology caused by external physical force. More than 69 million new cases of TBI are registered worldwide each year, 80% of them - mild TBI. Based on the physical mechanism of induced trauma, we can separate its pathophysiology into primary and secondary injuries. Many literature sources have confirmed that mechanically induced brain injury initiates ionic, metabolic, inflammatory, and neurovascular changes in the CNS, which can lead to acute, subacute, and chronic neurological consequences. Despite the global nature of the disease, its high heterogeneity, lack of a unified classification system, rapid fluctuation of epidemiological trends, and variability of long-term consequences significantly complicate research and the development of new therapeutic strategies. In this review paper, we systematize current knowledge of biomechanical and molecular mechanisms of mild TBI and provide general information on the classification and epidemiology of this complex disorder.
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Affiliation(s)
- Yana Naumenko
- Bogomoletz Institute of Physiology, Department of Sensory Signalization, Kyiv, Ukraine
| | - Irada Yuryshinetz
- Bogomoletz Institute of Physiology, Department of Sensory Signalization, Kyiv, Ukraine
| | - Yelyzaveta Zabenko
- Bogomoletz Institute of Physiology, Department of Sensory Signalization, Kyiv, Ukraine
| | - Tetyana Pivneva
- Bogomoletz Institute of Physiology, Department of Sensory Signalization, Kyiv, Ukraine
- Kyiv Academic University, Kyiv, Ukraine
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6
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Raghupathi R, Prasad R, Fox D, Huh JW. Repeated mild closed head injury in neonatal rats results in sustained cognitive deficits associated with chronic microglial activation and neurodegeneration. J Neuropathol Exp Neurol 2023:nlad048. [PMID: 37390808 PMCID: PMC10357947 DOI: 10.1093/jnen/nlad048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/02/2023] Open
Abstract
Abusive head trauma in infants is a consequence of multiple episodes of abuse and results in axonal injury, brain atrophy, and chronic cognitive deficits. Anesthetized 11-day-old rats, neurologically equivalent to infants, were subjected to 1 impact/day to the intact skull for 3 successive days. Repeated, but not single impact(s) resulted in spatial learning deficits (p < 0.05 compared to sham-injured animals) up to 5 weeks postinjury. In the first week following single or repetitive brain injury, axonal and neuronal degeneration, and microglial activation were observed in the cortex, white matter, thalamus, and subiculum; the extent of the histopathologic damage was significantly greater in the repetitive-injured animals compared to single-injured animals. At 40 days postinjury, loss of cortical, white matter and hippocampal tissue was evident only in the repetitive-injured animals, along with evidence of microglial activation in the white matter tracts and thalamus. Axonal injury and neurodegeneration were evident in the thalamus up to 40 days postinjury in the repetitive-injured rats. These data demonstrate that while single closed head injury in the neonate rat is associated with pathologic alterations in the acute post-traumatic period, repetitive closed head injury results in sustained behavioral and pathologic deficits reminiscent of infants with abusive head trauma.
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Affiliation(s)
- Ramesh Raghupathi
- Department of Neurobiology and Anatomy, Drexel University College of Medicine, Philadelphia, Pennsylvania, USA
| | - Rupal Prasad
- Department of Neurobiology and Anatomy, Drexel University College of Medicine, Philadelphia, Pennsylvania, USA
| | - Douglas Fox
- Department of Neurobiology and Anatomy, Drexel University College of Medicine, Philadelphia, Pennsylvania, USA
| | - Jimmy W Huh
- Department of Anesthesiology and Critical Care, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
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Li Z, Ma Y, Dong B, Hu B, He H, Jia J, Xiong M, Xu T, Xu B, Xi W. Functional magnetic resonance imaging study on anxiety and depression disorders induced by chronic restraint stress in rats. Behav Brain Res 2023; 450:114496. [PMID: 37201894 DOI: 10.1016/j.bbr.2023.114496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 05/05/2023] [Accepted: 05/12/2023] [Indexed: 05/20/2023]
Abstract
Persistent and negative stress stimulation is one of the most important factors leading to anxiety and depression in individuals, and it can negatively affect the normal function and structure of brain-related regions. However, the maladaptive changes of brain neural networks in anxiety and depression induced by chronic stress have not been explored in detail. In this study, we analyzed the changes in global information transfer efficiency, stress related blood oxygen level dependent (BOLD)- and diffusion tensor imaging (DTI)- signals and functional connectivity (FC) in rat models based on resting-state functional magnetic resonance imaging (rs-fMRI). The results showed that compared to control group, rats treated with chronic restraint stress (CRS) for 5 weeks had reconstructed the small-world network properties. In addition, CRS group had increased coherence and activity in bilateral Striatum (ST_R & L), but decreased coherence and activity in unilateral (left) Frontal Association Cortex (FrA_L) and unilateral (left) Medial Entorhinal Cortex (MEC_L). DTI analysis and correlation analysis confirmed the disrupted integrity of MEC_L and ST_R & L and their correlation to anxiety- and depressive-liked behaviors. Functional connectivity further showed these regions of interest (ROI) had decreased positive correlations with several brain areas, respectively. Our study comprehensively revealed the adaptive changes of brain neural networks induced by chronic stress and emphasized the abnormal activity and functional connectivity of ST_R & L and MEC_L in the pathological condition.
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Affiliation(s)
- Zhaoju Li
- The First School of Clinical Medicine, Southern Medical University, Department of Anesthesiology, Southern Theater General Hospital of PLA, Guangzhou 510010, P.R. China; Department of Anesthesiology, Southern Theater General Hospital of PLA, Guangzhou 510010, P.R. China
| | - Yongyuan Ma
- Department of Anesthesiology, Southern Theater General Hospital of PLA, Guangzhou 510010, P.R. China
| | - Bo Dong
- Neuroscience Program, Guangdong Province Key Laboratory of Brain Function and Disease, Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, 510080, P.R.China
| | - Bo Hu
- Department of Anesthesiology, Southern Theater General Hospital of PLA, Guangzhou 510010, P.R. China.
| | - Huan He
- Department of Anesthesiology, Southern Theater General Hospital of PLA, Guangzhou 510010, P.R. China
| | - Ji Jia
- Department of Anesthesiology, Southern Theater General Hospital of PLA, Guangzhou 510010, P.R. China
| | - Ming Xiong
- Department of Anesthesiology & Peri-Operative Medicine, New Jersey Medical School, Newark, NJ, USA
| | - Ting Xu
- Neuroscience Program, Guangdong Province Key Laboratory of Brain Function and Disease, Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, 510080, P.R.China.
| | - Bo Xu
- The First School of Clinical Medicine, Southern Medical University, Department of Anesthesiology, Southern Theater General Hospital of PLA, Guangzhou 510010, P.R. China; Department of Anesthesiology, Southern Theater General Hospital of PLA, Guangzhou 510010, P.R. China.
| | - Wenbin Xi
- Department of Anesthesiology, Southern Theater General Hospital of PLA, Guangzhou 510010, P.R. China
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Grant M, Liu J, Wintermark M, Bagci U, Douglas D. Current State of Diffusion-Weighted Imaging and Diffusion Tensor Imaging for Traumatic Brain Injury Prognostication. Neuroimaging Clin N Am 2023; 33:279-297. [PMID: 36965946 DOI: 10.1016/j.nic.2023.01.004] [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: 03/27/2023]
Abstract
Advanced imaging techniques are needed to assist in providing a prognosis for patients with traumatic brain injury (TBI), particularly mild TBI (mTBI). Diffusion tensor imaging (DTI) is one promising advanced imaging technique, but has shown variable results in patients with TBI and is not without limitations, especially when considering individual patients. Efforts to resolve these limitations are being explored and include developing advanced diffusion techniques, creating a normative database, improving study design, and testing machine learning algorithms. This article will review the fundamentals of DTI, providing an overview of the current state of its utility in evaluating and providing prognosis in patients with TBI.
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Affiliation(s)
- Matthew Grant
- Department of Radiology, Stanford University, 453 Quarry Road, Palo Alto, CA 94304, USA; Department of Radiology, Uniformed Services University of the Health Sciences, 4301 Jones Bridge Rd, Bethesda, MD 20814, USA; Department of Radiology, Landstuhl Regional Medical Center, Dr Hitzelberger Straße, 66849 Landstuhl, Germany.
| | - JiaJing Liu
- Department of Radiology, Stanford University, 453 Quarry Road, Palo Alto, CA 94304, USA
| | - Max Wintermark
- Department of Radiology, Stanford University, 453 Quarry Road, Palo Alto, CA 94304, USA; Neuroradiology Department, The University of Texas Anderson Cancer Center, 1400 Pressler Street, Unit 1482, Houston, TX 77030, USA
| | - Ulas Bagci
- Radiology and Biomedical Engineering Department, Northwestern University, 737 North Michigan Drive, Suite 1600, Chicago, IL 60611, USA; Department of Computer Science, University of Central Florida, 4328 Scorpius Street, Orlando, Florida, 32816
| | - David Douglas
- Department of Radiology, Stanford University, 453 Quarry Road, Palo Alto, CA 94304, USA; Department of Radiology, 96th Medical Group, Eglin Air Force Base, 307 Boatner Road, Eglin Air Force Base, Florida 32542, USA
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Mash LE, Kahalley LS, Raghubar KP, Goodrich-Hunsaker NJ, Abildskov TJ, De Leon LA, MacLeod M, Stancel H, Parsons K, Biekman B, Desai NK, Grosshans DR, Paulino AC, Chu ZD, Whitehead WE, Okcu MF, Chintagumpala M, Wilde EA. Cognitive Sparing in Proton versus Photon Radiotherapy for Pediatric Brain Tumor Is Associated with White Matter Integrity: An Exploratory Study. Cancers (Basel) 2023; 15:cancers15061844. [PMID: 36980730 PMCID: PMC10047305 DOI: 10.3390/cancers15061844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 02/28/2023] [Accepted: 03/06/2023] [Indexed: 03/30/2023] Open
Abstract
Radiotherapy for pediatric brain tumors is associated with reduced white matter structural integrity and neurocognitive decline. Superior cognitive outcomes have been reported following proton radiotherapy (PRT) compared to photon radiotherapy (XRT), presumably due to improved sparing of normal brain tissue. This exploratory study examined the relationship between white matter change and late cognitive effects in pediatric brain tumor survivors treated with XRT versus PRT. Pediatric brain tumor survivors treated with XRT (n = 10) or PRT (n = 12) underwent neuropsychological testing and diffusion weighted imaging >7 years post-radiotherapy. A healthy comparison group (n = 23) was also recruited. Participants completed age-appropriate measures of intellectual functioning, visual-motor integration, and motor coordination. Tractography was conducted using automated fiber quantification (AFQ). Fractional anisotropy (FA), axial diffusivity (AD), and radial diffusivity (RD) were extracted from 12 tracts of interest. Overall, both white matter integrity (FA) and neuropsychological performance were lower in XRT patients while PRT patients were similar to healthy control participants with respect to both FA and cognitive functioning. These findings support improved long-term outcomes in PRT versus XRT. This exploratory study is the first to directly support for white matter integrity as a mechanism of cognitive sparing in PRT.
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Affiliation(s)
- Lisa E Mash
- Department of Pediatrics, Division of Psychology, Baylor College of Medicine, Houston, TX 77030, USA
- Psychology Service, Texas Children's Hospital, Houston, TX 77030, USA
| | - Lisa S Kahalley
- Department of Pediatrics, Division of Psychology, Baylor College of Medicine, Houston, TX 77030, USA
- Texas Children's Cancer and Hematology Centers, Texas Children's Hospital, Houston, TX 77030, USA
| | - Kimberly P Raghubar
- Department of Pediatrics, Division of Psychology, Baylor College of Medicine, Houston, TX 77030, USA
- Psychology Service, Texas Children's Hospital, Houston, TX 77030, USA
| | | | - Tracy J Abildskov
- Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT 84132, USA
| | - Luz A De Leon
- Department of Pediatrics, Division of Psychology, Baylor College of Medicine, Houston, TX 77030, USA
- Psychology Service, Texas Children's Hospital, Houston, TX 77030, USA
| | - Marianne MacLeod
- Department of Pediatrics, Division of Psychology, Baylor College of Medicine, Houston, TX 77030, USA
- Psychology Service, Texas Children's Hospital, Houston, TX 77030, USA
| | - Heather Stancel
- Department of Pediatrics, Division of Psychology, Baylor College of Medicine, Houston, TX 77030, USA
- Psychology Service, Texas Children's Hospital, Houston, TX 77030, USA
| | - Kelley Parsons
- Department of Pediatrics, Division of Psychology, Baylor College of Medicine, Houston, TX 77030, USA
- Psychology Service, Texas Children's Hospital, Houston, TX 77030, USA
| | - Brian Biekman
- Department of Psychology, University of Houston, Houston, TX 77204, USA
| | - Nilesh K Desai
- Department of Radiology, Division of Neuroradiology, Texas Children's Hospital, Houston, TX 77030, USA
- Department of Radiology, Baylor College of Medicine, Houston, TX 77030, USA
| | - David R Grosshans
- Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Arnold C Paulino
- Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Zili D Chu
- Department of Radiology, Division of Neuroradiology, Texas Children's Hospital, Houston, TX 77030, USA
- Department of Radiology, Baylor College of Medicine, Houston, TX 77030, USA
| | - William E Whitehead
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX 77030, USA
| | - Mehmet Fatih Okcu
- Department of Pediatrics, Division of Hematology Oncology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Murali Chintagumpala
- Department of Pediatrics, Division of Hematology Oncology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Elisabeth A Wilde
- Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT 84132, USA
- Department of Pediatrics, Division of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, TX 77030, USA
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Steiner M, Lidzba K, Bigi S. Processing Speed in Children with Traumatic Brain Injury. ZEITSCHRIFT FÜR NEUROPSYCHOLOGIE 2023. [DOI: 10.1024/1016-264x/a000370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/25/2023]
Abstract
Abstract: Traumatic brain injury (TBI) is a common cause of childhood morbidity and mortality. Information processing speed (IPS) is a central construct of neuropsychology and a mediator for a range of cognitive functions. In adults, the negative effects of TBI on IPS are well documented. This review qualitatively describes the impact of TBI on IPS in children and adolescents and examines various influencing factors. We included a total of 37 studies in the review that explored IPS using various clinical assessments. These clinical assessments often examine other neuropsychological functions besides IPS. In 29 of these studies, we found a negative effect of TBI on IPS. While injury severity has small but consistent effects on IPS, the effects of age at injury, time since injury, and gender were less evident. Because it is a central construct of neuropsychological functions, IPS should be assessed after TBI.
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Affiliation(s)
- Michelle Steiner
- Department of Pediatrics, Division of Neuropediatrics, Development, and Rehabilitation, Inselspital, Bern University Hospital, University of Bern, Switzerland
| | - Karen Lidzba
- Department of Pediatrics, Division of Neuropediatrics, Development, and Rehabilitation, Inselspital, Bern University Hospital, University of Bern, Switzerland
| | - Sandra Bigi
- Department of Pediatrics, Division of Neuropediatrics, Development, and Rehabilitation, Inselspital, Bern University Hospital, University of Bern, Switzerland
- Department of Neurology, Bern University Hospital, University of Bern, Switzerland
- Institute of Social and Preventive Medicine, University of Bern, Switzerland
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11
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Cao M, Wu K, Halperin JM, Li X. Abnormal structural and functional network topological properties associated with left prefrontal, parietal, and occipital cortices significantly predict childhood TBI-related attention deficits: A semi-supervised deep learning study. Front Neurosci 2023; 17:1128646. [PMID: 36937671 PMCID: PMC10017753 DOI: 10.3389/fnins.2023.1128646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 02/17/2023] [Indexed: 03/06/2023] Open
Abstract
Introduction Traumatic brain injury (TBI) is a major public health concern in children. Children with TBI have elevated risk in developing attention deficits. Existing studies have found that structural and functional alterations in multiple brain regions were linked to TBI-related attention deficits in children. Most of these existing studies have utilized conventional parametric models for group comparisons, which have limited capacity in dealing with large-scale and high dimensional neuroimaging measures that have unknown nonlinear relationships. Nevertheless, none of these existing findings have been successfully implemented to clinical practice for guiding diagnoses and interventions of TBI-related attention problems. Machine learning techniques, especially deep learning techniques, are able to handle the multi-dimensional and nonlinear information to generate more robust predictions. Therefore, the current research proposed to construct a deep learning model, semi-supervised autoencoder, to investigate the topological alterations in both structural and functional brain networks in children with TBI and their predictive power for post-TBI attention deficits. Methods Functional magnetic resonance imaging data during sustained attention processing task and diffusion tensor imaging data from 110 subjects (55 children with TBI and 55 group-matched controls) were used to construct the functional and structural brain networks, respectively. A total of 60 topological properties were selected as brain features for building the model. Results The model was able to differentiate children with TBI and controls with an average accuracy of 82.86%. Functional and structural nodal topological properties associated with left frontal, inferior temporal, postcentral, and medial occipitotemporal regions served as the most important brain features for accurate classification of the two subject groups. Post hoc regression-based machine learning analyses in the whole study sample showed that among these most important neuroimaging features, those associated with left postcentral area, superior frontal region, and medial occipitotemporal regions had significant value for predicting the elevated inattentive and hyperactive/impulsive symptoms. Discussion Findings of this study suggested that deep learning techniques may have the potential to help identifying robust neurobiological markers for post-TBI attention deficits; and the left superior frontal, postcentral, and medial occipitotemporal regions may serve as reliable targets for diagnosis and interventions of TBI-related attention problems in children.
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Affiliation(s)
- Meng Cao
- Department of Biomedical Engineering, New Jersey Institute of Technology, Newark, NJ, United States
| | - Kai Wu
- School of Biomedical Sciences and Engineering, South China University of Technology, Guangzhou, China
| | - Jeffery M. Halperin
- Department of Psychology, Queens College, City University of New York, New York, NY, United States
| | - Xiaobo Li
- Department of Biomedical Engineering, New Jersey Institute of Technology, Newark, NJ, United States
- Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, United States
- *Correspondence: Xiaobo Li, ,
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12
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Effects of Pediatric Traumatic Brain Injury on Verbal IQ: A Systematic Review and Meta-Analysis. J Int Neuropsychol Soc 2022; 28:1091-1103. [PMID: 34823632 DOI: 10.1017/s1355617721001296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVES To examine the effects of pediatric traumatic brain injury (TBI) on verbal IQ by severity and over time. METHODS A systematic review and subsequent meta-analysis of verbal IQ by TBI severity were conducted using a random effects model. Subgroup analysis included two epochs of time (e.g., <12 months postinjury and ≥12 months postinjury). RESULTS Nineteen articles met inclusion criteria after an extensive literature search in MEDLINE, PsycInfo, Embase, and CINAHL. Meta-analysis revealed negative effects of injury across severities for verbal IQ and at both time epochs except for mild TBI < 12 months postinjury. Statistical heterogeneity (i.e., between-study variability) stemmed from studies with inconsistent classification of mild TBI, small sample sizes, and in studies of mixed TBI severities, although not significant. Risk of bias on estimated effects was generally low (k = 15) except for studies with confounding bias (e.g., lack of group matching by socio-demographics; k = 2) and measurement bias (e.g., outdated measure at time of original study, translated measure; k = 2). CONCLUSIONS Children with TBI demonstrate long-term impairment in verbal IQ, regardless of severity. Future studies are encouraged to include scores from subtests within verbal IQ (e.g., vocabulary, similarities, comprehension) in addition to functional language measures (e.g., narrative discourse, reading comprehension, verbal reasoning) to elucidate higher-level language difficulties experienced in this population.
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13
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Eng CM, Pocsai M, Fulton VE, Moron SP, Thiessen ED, Fisher AV. Longitudinal investigation of executive function development employing task-based, teacher reports, and fNIRS multimethodology in 4- to 5-year-old children. Dev Sci 2022; 25:e13328. [PMID: 36221252 PMCID: PMC10408588 DOI: 10.1111/desc.13328] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 09/07/2022] [Accepted: 09/12/2022] [Indexed: 01/13/2023]
Abstract
Increased focus on resting-state functional connectivity (rsFC) and the use and accessibility of functional near-infrared spectroscopy (fNIRS) have advanced knowledge on the interconnected nature of neural substrates underlying executive function (EF) development in adults and clinical populations. Less is known about the relationship between rsFC and developmental changes in EF during preschool years in typically developing children, a gap the present study addresses employing task-based assessment, teacher reports, and fNIRS multimethodology. This preregistered study contributes to our understanding of the neural basis of EF development longitudinally with 41 children ages 4-5. Changes in prefrontal cortex (PFC) rsFC utilizing fNIRS, EF measured with a common task-based assessment (Day-Night task), and teacher reports of behavior (BRIEF-P) were monitored over multiple timepoints: Initial Assessment, 72 h follow-up, 1 Month Follow-up, and 4 Month Follow-up. Measures of rsFC were strongly correlated 72 h apart, providing evidence of high rsFC measurement reliability using fNIRS with preschool-aged children. PFC rsFC was positively correlated with performance on task-based and report-based EF assessments. Children's PFC functional connectivity at rest uniquely predicted later EF, controlling for verbal IQ, age, and sex. Functional connectivity at rest using fNIRS may potentially show the rapid changes in EF development in young children, not only neurophysiologically, but also as a correlate of task-based EF performance and ecologically-relevant teacher reports of EF in a classroom context.
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Affiliation(s)
- Cassondra M Eng
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California, USA
- Department of Psychology, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - Melissa Pocsai
- Department of Psychology, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
- Department of Psychology, City University of New York, New York, New York, USA
| | - Virginia E Fulton
- Department of Psychology, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - Suanna P Moron
- Department of Psychology, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
- Graduate School of Education, Stanford University, Stanford, California, USA
| | - Erik D Thiessen
- Department of Psychology, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - Anna V Fisher
- Department of Psychology, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
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14
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Back to School: Academic Functioning and Educational Needs among Youth with Acquired Brain Injury. CHILDREN 2022; 9:children9091321. [PMID: 36138630 PMCID: PMC9497748 DOI: 10.3390/children9091321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 08/19/2022] [Accepted: 08/24/2022] [Indexed: 11/17/2022]
Abstract
Youth with a history of traumatic or non-traumatic acquired brain injury are at increased risk for long-lasting cognitive, emotional, behavioral, social, and physical sequelae post-injury. Such sequelae have great potential to negatively impact this population’s academic functioning. Consistently, poorer academic achievement and elevated need for educational supports have been well-documented among youth with a history of acquired brain injury. The current paper reviews the literature on neuropsychological, psychiatric, and academic outcomes of pediatric acquired brain injury. A discussion of special education law as it applies to this patient population, ongoing limitations within the field, and a proposal of solutions are also included.
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15
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Zhou Y, Zhang AR, Zheng L, Wang Y. Optimal High-order Tensor SVD via Tensor-Train Orthogonal Iteration. IEEE TRANSACTIONS ON INFORMATION THEORY 2022; 68:3991-4019. [PMID: 36274655 PMCID: PMC9585995 DOI: 10.1109/tit.2022.3152733] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
This paper studies a general framework for high-order tensor SVD. We propose a new computationally efficient algorithm, tensor-train orthogonal iteration (TTOI), that aims to estimate the low tensor-train rank structure from the noisy high-order tensor observation. The proposed TTOI consists of initialization via TT-SVD [1] and new iterative backward/forward updates. We develop the general upper bound on estimation error for TTOI with the support of several new representation lemmas on tensor matricizations. By developing a matching information-theoretic lower bound, we also prove that TTOI achieves the minimax optimality under the spiked tensor model. The merits of the proposed TTOI are illustrated through applications to estimation and dimension reduction of high-order Markov processes, numerical studies, and a real data example on New York City taxi travel records. The software of the proposed algorithm is available online (https://github.com/Lili-Zheng-stat/TTOI).
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Affiliation(s)
- Yuchen Zhou
- Department of Statistics and Data Science, The Wharton School, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Anru R Zhang
- Departments of Biostatistics & Bioinformatics, Computer Science, Mathematics, and Statistical Science, Duke University, Durham, NC 27710, USA
| | - Lili Zheng
- Department of Electrical and Computer Engineering, Rice University, Houston, TX 77005, USA
| | - Yazhen Wang
- Department of Statistics, University of Wisconsin-Madison, Madison, WI 53706, USA
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16
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Pavel DG, Henderson TA, DeBruin S. The Legacy of the TTASAAN Report-Premature Conclusions and Forgotten Promises: A Review of Policy and Practice Part I. Front Neurol 2022; 12:749579. [PMID: 35450131 PMCID: PMC9017602 DOI: 10.3389/fneur.2021.749579] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 12/14/2021] [Indexed: 12/20/2022] Open
Abstract
Brain perfusion single photon emission computed tomography (SPECT) scans were initially developed in 1970's. A key radiopharmaceutical, hexamethylpropyleneamine oxime (HMPAO), was originally approved in 1988, but was unstable. As a result, the quality of SPECT images varied greatly based on technique until 1993, when a method of stabilizing HMPAO was developed. In addition, most SPECT perfusion studies pre-1996 were performed on single-head gamma cameras. In 1996, the Therapeutics and Technology Assessment Subcommittee of the American Academy of Neurology (TTASAAN) issued a report regarding the use of SPECT in the evaluation of neurological disorders. Although the TTASAAN report was published in January 1996, it was approved for publication in October 1994. Consequently, the reported brain SPECT studies relied upon to derive the conclusions of the TTASAAN report largely pre-date the introduction of stabilized HMPAO. While only 12% of the studies on traumatic brain injury (TBI) in the TTASAAN report utilized stable tracers and multi-head cameras, 69 subsequent studies with more than 23,000 subjects describe the utility of perfusion SPECT scans in the evaluation of TBI. Similarly, dementia SPECT imaging has improved. Modern SPECT utilizing multi-headed gamma cameras and quantitative analysis has a sensitivity of 86% and a specificity of 89% for the diagnosis of mild to moderate Alzheimer's disease-comparable to fluorodeoxyglucose positron emission tomography. Advances also have occurred in seizure neuroimaging. Lastly, developments in SPECT imaging of neurotoxicity and neuropsychiatric disorders have been striking. At the 25-year anniversary of the publication of the TTASAAN report, it is time to re-examine the utility of perfusion SPECT brain imaging. Herein, we review studies cited by the TTASAAN report vs. current brain SPECT imaging research literature for the major indications addressed in the report, as well as for emerging indications. In Part II, we elaborate technical aspects of SPECT neuroimaging and discuss scan interpretation for the clinician.
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Affiliation(s)
- Dan G Pavel
- Pathfinder Brain SPECT Imaging, Deerfield, IL, United States.,The International Society of Applied Neuroimaging (ISAN), Denver, CO, United States
| | - Theodore A Henderson
- The International Society of Applied Neuroimaging (ISAN), Denver, CO, United States.,The Synaptic Space, Inc., Denver, CO, United States.,Neuro-Luminance, Inc., Denver, CO, United States.,Dr. Theodore Henderson, Inc., Denver, CO, United States
| | - Simon DeBruin
- The International Society of Applied Neuroimaging (ISAN), Denver, CO, United States.,Good Lion Imaging, Columbia, SC, United States
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17
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Crasta JE, Tucker RN, Robinson J, Chen HW, Crocetti D, Suskauer SJ. Altered white matter diffusivity and subtle motor function in a pilot cohort of adolescents with sports-related concussion. Brain Inj 2022; 36:393-400. [PMID: 35157539 PMCID: PMC9133076 DOI: 10.1080/02699052.2022.2034181] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Background and objective: Adolescents with sports-related concussion (SRC) demonstrate acute and persistent deficits in subtle motor function. However, there is limited research examining related neurological underpinnings. This pilot study examined changes in motor-associated white matter pathways using diffusion tensor imaging (DTI) and their relationship with subtle motor function. Methods: Twelve adolescents with SRC (12–17 years) within two-weeks post-injury and 13 never-injured neurotypical peers completed DTI scanning. A subset of 6 adolescents with SRC returned for a follow-up visit post-medical clearance from concussion. Subtle motor function was evaluated using the Physical and Neurological Examination of Subtle Signs (PANESS). Results: Adolescents with SRC showed higher mean diffusivity (MD) of the superior corona radiata and greater subtle motor deficits compared to controls. Across all participants, greater subtle motor deficits were associated with higher (more atypical) MD of the superior corona radiata. Preliminary longitudinal analysis indicated reduction in fractional anisotropy of the corpus callosum but no change in the MD of the superior corona radiata from the initial visit to the follow-up visit post-medical clearance. Conclusions: These findings support preliminary evidence for a brain–behavior relationship between superior corona radiata microstructure and subtle motor deficits in adolescents with SRC that merits further investigation.
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Affiliation(s)
- Jewel E Crasta
- Occupational Therapy Division, The Ohio State University, Columbus, Ohio, USA
| | | | | | | | | | - Stacy J Suskauer
- Kennedy Krieger Institute, Baltimore, Maryland, USA.,Department of Physical Medicine and Rehabilitation and Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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18
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Vaughn KA, DeMaster D, Kook JH, Vannucci M, Ewing-Cobbs L. Effective connectivity in the default mode network after paediatric traumatic brain injury. Eur J Neurosci 2022; 55:318-336. [PMID: 34841600 PMCID: PMC9198945 DOI: 10.1111/ejn.15546] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 11/17/2021] [Accepted: 11/20/2021] [Indexed: 01/03/2023]
Abstract
Children who experience a traumatic brain injury (TBI) are at elevated risk for a range of negative cognitive and neuropsychological outcomes. Identifying which children are at greatest risk for negative outcomes can be difficult due to the heterogeneity of TBI. To address this barrier, the current study applied a novel method of characterizing brain connectivity networks, Bayesian multi-subject vector autoregressive modelling (BVAR-connect), which used white matter integrity as priors to evaluate effective connectivity-the time-dependent relationship in functional magnetic resonance imaging (fMRI) activity between two brain regions-within the default mode network (DMN). In a prospective longitudinal study, children ages 8-15 years with mild to severe TBI underwent diffusion tensor imaging and resting state fMRI 7 weeks after injury; post-concussion and anxiety symptoms were assessed 7 months after injury. The goals of this study were to (1) characterize differences in positive effective connectivity of resting-state DMN circuitry between healthy controls and children with TBI, (2) determine if severity of TBI was associated with differences in DMN connectivity and (3) evaluate whether patterns of DMN effective connectivity predicted persistent post-concussion symptoms and anxiety. Healthy controls had unique positive connectivity that mostly emerged from the inferior temporal lobes. In contrast, children with TBI had unique effective connectivity among orbitofrontal and parietal regions. These positive orbitofrontal-parietal DMN effective connectivity patterns also differed by TBI severity and were associated with persisting behavioural outcomes. Effective connectivity may be a sensitive neuroimaging marker of TBI severity as well as a predictor of chronic post-concussion symptoms and anxiety.
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Affiliation(s)
- Kelly A. Vaughn
- University of Texas Health Science Center at Houston,,Corresponding Author
| | - Dana DeMaster
- University of Texas Health Science Center at Houston
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19
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Dopamine-Related Genes Moderate the Association Between Family Environment and Executive Function Following Pediatric Traumatic Brain Injury: An Exploratory Study. J Head Trauma Rehabil 2021; 35:262-269. [PMID: 32108714 PMCID: PMC7485582 DOI: 10.1097/htr.0000000000000564] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
OBJECTIVE This study examined whether carrying dopamine-related "risk" genes-either the dopamine transporter (DAT1) 10-repeat allele or dopamine receptor-4 (DRD4) 7-repeat allele-moderated the association of family environment and executive function (EF) following traumatic brain injury (TBI) in early childhood. METHODS Caregivers of children with TBI or orthopedic injury (OI) completed the Behavior Rating Inventory of Executive Function (BRIEF) at postinjury visits. General linear models examined gene by environment interactions as moderators of the effects of TBI on EF at 12 months and 7 years postinjury. RESULTS At 12 months, we did not find any significant gene by environment interactions. At 7 years, we found a significant 3-way interaction among combined carrier status, level of permissive parenting, and injury type. For children exposed to more optimal parenting, carriers of DAT1 and/or DRD4 risk alleles with TBI showed significantly worse parent-reported EF than carriers with OI. In those with less optimal parenting, carriers and noncarriers with TBI, as well as carriers with OI, showed significantly worse parent-reported EF than noncarriers with OI, with medium to large effect sizes. CONCLUSIONS The findings highlight the importance of considering polygenetic and environmental factors in future studies of recovery following TBI and other injuries in childhood.
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20
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Ryan NP, Catroppa C, Hughes N, Painter FL, Hearps S, Beauchamp MH, Anderson VA. Executive function mediates the prospective association between neurostructural differences within the central executive network and anti-social behavior after childhood traumatic brain injury. J Child Psychol Psychiatry 2021; 62:1150-1161. [PMID: 33624844 DOI: 10.1111/jcpp.13385] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/08/2020] [Indexed: 12/29/2022]
Abstract
BACKGROUND Despite increasing evidence of a link between early life brain injury and anti-social behavior, very few studies have assessed factors that explain this association in children with traumatic brain injury (TBI). One hypothesis suggests that childhood TBI elevates risk for anti-social behavior via disruption to anatomically distributed neural networks implicated in executive functioning (EF). In this longitudinal prospective study, we employed high-resolution structural neuroimaging to (a) evaluate the impact of childhood TBI on regional morphometry of the central executive network (CEN) and (b) evaluate the prediction that lower EF mediates the prospective relationship between structural differences within the CEN and postinjury anti-social behaviors. METHODS This study involved 155 children, including 112 consecutively recruited, hospital-confirmed cases of mild-severe TBI and 43 typically developing control (TDC) children. T1-weighted brain magnetic resonance imaging (MRI) sequences were acquired sub-acutely in a subset of 137 children [TBI: n = 103; TDC: n = 34]. All participants were evaluated using direct assessment of EF 6 months postinjury, and parents provided ratings of anti-social behavior 12 months postinjury. RESULTS Severe TBI was associated with postinjury volumetric differences within the CEN and its putative hub regions. When compared with TD controls, the TBI group had significantly worse EF, which was associated with more frequent anti-social behaviors and abnormal CEN morphometry. Mediation analysis indicated that reduced EF mediated the prospective association between postinjury volumetric differences within the CEN and more frequent anti-social behavior. CONCLUSIONS Our longitudinal prospective findings suggest that detection of neurostructural abnormalities within the CEN may aid in the early identification of children at elevated risk for postinjury executive dysfunction, which may in turn contribute to chronic anti-social behaviors after early life brain injury. Findings underscore the potential value of early surveillance and preventive measures for children presenting with neurostructural and/or neurocognitive risk factors.
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Affiliation(s)
- Nicholas P Ryan
- School of Psychology, Deakin University, Geelong, Vic., Australia.,Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Vic., Australia.,Department of Paediatrics, University of Melbourne, Melbourne, Vic., Australia
| | - Cathy Catroppa
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Vic., Australia.,Department of Paediatrics, University of Melbourne, Melbourne, Vic., Australia
| | - Nathan Hughes
- Department of Sociological Studies, University of Sheffield, Sheffield, UK
| | | | - Stephen Hearps
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Vic., Australia
| | - Miriam H Beauchamp
- Department of Psychology, University of Montreal, Montreal, QC, Canada.,Research Centre, Ste-Justine Hospital, Montreal, QC, Canada
| | - Vicki A Anderson
- Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Vic., Australia.,Department of Paediatrics, University of Melbourne, Melbourne, Vic., Australia
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21
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Zamani A, Ryan NP, Wright DK, Caeyenberghs K, Semple BD. The Impact of Traumatic Injury to the Immature Human Brain: A Scoping Review with Insights from Advanced Structural Neuroimaging. J Neurotrauma 2021; 37:724-738. [PMID: 32037951 DOI: 10.1089/neu.2019.6895] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Traumatic brain injury (TBI) during critical periods of early-life brain development can affect the normal formation of brain networks responsible for a range of complex social behaviors. Because of the protracted nature of brain and behavioral development, deficits in cognitive and socioaffective behaviors may not become evident until late adolescence and early adulthood, when such skills are expected to reach maturity. In addition, multiple pre- and post-injury factors can interact with the effects of early brain insult to influence long-term outcomes. In recent years, with advancements in magnetic-resonance-based neuroimaging techniques and analysis, studies of the pediatric population have revealed a link between neurobehavioral deficits, such as social dysfunction, with white matter damage. In this review, in which we focus on contributions from Australian researchers to the field, we have highlighted pioneering longitudinal studies in pediatric TBI, in relation to social deficits specifically. We also discuss the use of advanced neuroimaging and novel behavioral assays in animal models of TBI in the immature brain. Together, this research aims to understand the relationship between injury consequences and ongoing brain development after pediatric TBI, which promises to improve prediction of the behavioral deficits that emerge in the years subsequent to early-life injury.
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Affiliation(s)
- Akram Zamani
- Department of Neuroscience, Monash University, Melbourne, Victoria, Australia
| | - Nicholas P Ryan
- Cognitive Neuroscience Unit, School of Psychology, Deakin University, Melbourne, Victoria, Australia.,Brain & Mind Research, Murdoch Children's Research Institute, Parkville, Victoria, Australia
| | - David K Wright
- Department of Neuroscience, Monash University, Melbourne, Victoria, Australia
| | - Karen Caeyenberghs
- Cognitive Neuroscience Unit, School of Psychology, Deakin University, Melbourne, Victoria, Australia
| | - Bridgette D Semple
- Department of Neuroscience, Monash University, Melbourne, Victoria, Australia.,Department of Medicine, Royal Melbourne Hospital, The University of Melbourne, Parkville, Victoria, Australia
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22
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Anzalone C, Bridges RM, Luedke JC, Decker SL. Neurocognitive correlates of persisting concussion symptoms in youth. APPLIED NEUROPSYCHOLOGY-CHILD 2021; 11:771-780. [PMID: 34392768 DOI: 10.1080/21622965.2021.1961260] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Many patients that experience a concussion have impairing symptoms that persist beyond typical recovery timeframes. Concussion symptoms often remit within a month, but persisting impairments are difficult to characterize and attribute to concussion given the poorly defined diagnostic criteria of post-concussion syndrome and inadequate understanding of the cognitive symptoms associated with this condition. The current study aims to clarify the cognitive profiles of school-aged concussion patients (n = 21; N = 36; 64% male) that have persisting symptoms to improve the clinical identification methods for this condition. Logistic regression was used to explore the importance of cognitive processing speed and working memory for identifying patients with persisting concussion symptoms (PCS). Additional exploratory analyses were conducted to clarify cognitive domains that may be impacted by having PCS. Findings indicate processing speed and working memory abilities alone are not adequate to identify patients with PCS. Further, measures of processing speed, fluid reasoning, working memory, and long-term retrieval together were found to be necessary to identify those who had a prior concussion with PCS. These findings indicate clinical neuropsychological batteries must include measures of these four cognitive domains when assessing school-aged patients with chronic symptoms that extend beyond three months following injury.
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Affiliation(s)
- Christopher Anzalone
- Department of Psychology, University of South Carolina, Columbia, South Carolina, USA
| | - Rachel M Bridges
- Department of Psychology, University of South Carolina, Columbia, South Carolina, USA
| | - Jessica C Luedke
- Department of Psychology, University of South Carolina, Columbia, South Carolina, USA
| | - Scott L Decker
- Department of Psychology, University of South Carolina, Columbia, South Carolina, USA
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23
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Smith A, Thomas J, Friedhoff C, Chin E. The Utility of the Test of Memory Malingering Trial 1 in Differentiating Neurocognitive, Emotional, and Behavioral Functioning in a Pediatric Concussion Population. Arch Clin Neuropsychol 2021; 37:322-337. [PMID: 34386811 DOI: 10.1093/arclin/acab065] [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] [Received: 11/04/2020] [Revised: 06/08/2021] [Accepted: 07/21/2021] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE In concussion populations, suboptimal task engagement detected by performance validity tests (PVTs) has been associated with poorer neuropsychological scores and greater post-concussive symptoms (PCS). This study examined if Pass/Fail status on the Test of Memory Malingering-TOMM Trial 1-differentiated the neurocognitive, emotional, and behavioral profile of pediatric patients with concussion. METHOD This study utilized archival data from 93 patients (mean age = 14.56 and SD = 2.01) with a history of concussion who were assessed at ~5-6 weeks post-injury (mean days = 40.27 and SD = 35.41). Individuals were divided into "Pass" and "Fail" groups based on TOMM Trial 1 performance. The testing battery included ACT, CPT-II and III, HVLT-R, WJ-III and IV ACH, ImPACT, BASC-2, and BRIEF. RESULTS The overall pass rate on Trial 1 was 70% (mean = 46.04 and SD = 4.55). Findings suggested that a passing score on Trial 1 may be associated with adequate performance across the remaining two trials of the TOMM. The Fail group scored significantly lower across attention, memory, and processing speed measures when compared with the Pass group. On rating scales, significantly more concerns were endorsed with the Fail group for attention and executive functioning relative to the Pass group. Parents generally endorsed significantly more concerns for executive functioning when compared with their children's self-reported symptoms. There was a trend for the Fail group to report more PCS; however, they did not significantly differ from the Pass group for depression, anxiety, or somatization. CONCLUSIONS This study highlights the importance of utilizing PVTs when evaluating concussion recovery.
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Affiliation(s)
- Alphonso Smith
- AMITA Health Neurosciences Institute - Center for Pediatric Brain, Hoffman Estates, IL, USA
| | - Julia Thomas
- AMITA Health Neurosciences Institute - Center for Pediatric Brain, Hoffman Estates, IL, USA
| | - Claire Friedhoff
- AMITA Health Neurosciences Institute - Center for Pediatric Brain, Hoffman Estates, IL, USA
| | - Esther Chin
- AMITA Health Neurosciences Institute - Center for Pediatric Brain, Hoffman Estates, IL, USA
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Ramsay S. In search of scientific objectivity: Is there such a property for paediatric concussion? Nurs Philos 2021; 22:e12368. [PMID: 34358394 DOI: 10.1111/nup.12368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Revised: 07/09/2021] [Accepted: 07/22/2021] [Indexed: 11/27/2022]
Abstract
Concussions are a significant public health problem worldwide. This brain injury is problematic in the paediatric population for a variety of reasons; however, the enquiry into these problems has been mainly through the biomedical perspective. This approach has impacted nursing knowledge and practice of children and youth with a concussion, primarily since other perspectives are viewed as not being objective. In this manuscript, I draw on Thomas Kuhn's view of objectivity to evaluate the biomedical perspective of concussion. I utilize current research and clinical examples to illustrate the advantages and drawbacks of this perspective for nursing. From this discussion, I propose an alternative perspective to capture the complexity of paediatric concussions for nursing, a systems perspective. Although I argue for an alternative perspective to approach paediatric concussions for nursing, I maintain that the biomedical perspective can be incorporated as one part of nursing knowledge and practice for paediatric concussion.
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Affiliation(s)
- Scott Ramsay
- School of Nursing, University of British Columbia, Vancouver, British Columbia, Canada
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25
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Rudroff T, Workman CD. Transcranial Direct Current Stimulation as a Treatment Tool for Mild Traumatic Brain Injury. Brain Sci 2021; 11:brainsci11060806. [PMID: 34207004 PMCID: PMC8235194 DOI: 10.3390/brainsci11060806] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2021] [Revised: 06/12/2021] [Accepted: 06/15/2021] [Indexed: 11/16/2022] Open
Abstract
Mild traumatic brain injury (mTBI) has been defined as a transient (<24 h) condition of confusion and/or loss of consciousness for less than 30 min after brain injury and can result in short- and long-term motor and cognitive impairments. Recent studies have documented the therapeutic potential of non-invasive neuromodulation techniques for the enhancement of cognitive and motor function in mTBI. Alongside repetitive transcranial magnetic stimulation (rTMS), the main technique used for this purpose is transcranial direct current stimulation (tDCS). The focus of this review was to provide a detailed, comprehensive (i.e., both cognitive and motor impairment) overview of the literature regarding therapeutic tDCS paradigms after mTBI. A publication search of the PubMed, Scopus, CINAHL, and PsycINFO databases was performed to identify records that applied tDCS in mTBI. The publication search yielded 14,422 records from all of the databases, however, only three met the inclusion criteria and were included in the final review. Based on the review, there is limited evidence of tDCS improving cognitive and motor performance. Surprisingly, there were only three studies that used tDCS in mTBI, which highlights an urgent need for more research to provide additional insights into ideal therapeutic brain targets and optimized stimulation parameters.
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Affiliation(s)
- Thorsten Rudroff
- Department of Health and Human Physiology, University of Iowa, Iowa City, IA 52242, USA;
- Department of Neurology, University of Iowa Health Clinics, Iowa City, IA 52242, USA
- Correspondence: ; Tel.: +1-319-467-0363
| | - Craig D. Workman
- Department of Health and Human Physiology, University of Iowa, Iowa City, IA 52242, USA;
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Cao M, Luo Y, Wu Z, Mazzola CA, Catania L, Alvarez TL, Halperin JM, Biswal B, Li X. Topological Aberrance of Structural Brain Network Provides Quantitative Substrates of Post-Traumatic Brain Injury Attention Deficits in Children. Brain Connect 2021; 11:651-662. [PMID: 33765837 DOI: 10.1089/brain.2020.0866] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Background: Traumatic brain injury (TBI)-induced attention deficits are among the most common long-term cognitive consequences in children. Most of the existing studies attempting to understand the neuropathological underpinnings of cognitive and behavioral impairments in TBI have utilized heterogeneous samples and resulted in inconsistent findings. The current research proposed to investigate topological properties of the structural brain network in children with TBI and their relationship with post-TBI attention problems in a more homogeneous subgroup of children who had severe post-TBI attention deficits (TBI-A). Materials and Methods: A total of 31 children with TBI-A and 35 group-matched controls were involved in the study. Diffusion tensor imaging-based probabilistic tractography and graph theoretical techniques were used to construct the structural brain network in each subject. Network topological properties were calculated in both global level and regional (nodal) level. Between-group comparisons among the topological network measures and analyses for searching brain-behavioral were all corrected for multiple comparisons using Bonferroni method. Results: Compared with controls, the TBI-A group showed significantly higher nodal local efficiency and nodal clustering coefficient in left inferior frontal gyrus and right transverse temporal gyrus, whereas significantly lower nodal clustering coefficient in left supramarginal gyrus and lower nodal local efficiency in left parahippocampal gyrus. The temporal lobe topological alterations were significantly associated with the post-TBI inattentive and hyperactive symptoms in the TBI-A group. Conclusion: The results suggest that TBI-related structural re-modularity in the white matter subnetworks associated with temporal lobe may play a critical role in the onset of severe post-TBI attention deficits in children. These findings provide valuable input for understanding the neurobiological substrates of post-TBI attention deficits, and have the potential to serve as quantitatively measurable criteria guiding the development of more timely and tailored strategies for diagnoses and treatments to the affected individuals. Impact statement This study provides a new insight into the neurobiological substrates associated with post-traumatic brain injury attention deficits (TBI-A) in children, by evaluating topological alterations of the structural brain network. The results demonstrated that relative to group-matched controls, the children with TBI-A had significantly altered nodal local efficiency and nodal clustering coefficient in temporal lobe, which strongly linked to elevated inattentive and hyperactive symptoms in the TBI-A group. These findings suggested that white matter structural re-modularity in subnetworks associated with temporal lobe may serve as quantitatively measurable biomarkers for early prediction and diagnosis of post-TBI attention deficits in children.
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Affiliation(s)
- Meng Cao
- Department of Biomedical Engineering and New Jersey Institute of Technology, Newark, New Jersey, USA
| | - Yuyang Luo
- Department of Biomedical Engineering and New Jersey Institute of Technology, Newark, New Jersey, USA
| | - Ziyan Wu
- Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, New Jersey, USA
| | | | - Lori Catania
- North Jersey Neurodevelopmental Center, North Haledon, New Jersey, USA
| | - Tara L Alvarez
- Department of Biomedical Engineering and New Jersey Institute of Technology, Newark, New Jersey, USA
| | - Jeffrey M Halperin
- Department of Psychology, Queens College, City University of New York, New York, New York, USA
| | - Bharat Biswal
- Department of Biomedical Engineering and New Jersey Institute of Technology, Newark, New Jersey, USA
| | - Xiaobo Li
- Department of Biomedical Engineering and New Jersey Institute of Technology, Newark, New Jersey, USA.,Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, New Jersey, USA
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A Systematic Review of Cognitive Functioning After Traumatic Brain Injury in Individuals Aged 10-30 Years. Cogn Behav Neurol 2021; 33:233-252. [PMID: 33264151 DOI: 10.1097/wnn.0000000000000236] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Given the importance of the period of life from 10 to 30 years in terms of cognitive development and education, combined with the high incidence of traumatic brain injury (TBI) during this period, and limited consensus as to the pattern and degree of cognitive impairment post TBI during this period, we conducted a systematic review to investigate cognitive performance across a range of domains among individuals between the ages of 10 and 30 years who had sustained a TBI. We searched five databases and identified 799 unique records; 52 met our inclusion criteria. These studies reported cognitive function for intelligence, attention, memory, processing speed, and executive function. The majority of the studies reported significant effects, suggesting that TBI is associated with cognitive impairments in these domains. Nine of the studies used physiological tests (EEG and fMRI), the outcomes of which supported behaviorally demonstrated cognitive deficits. In the studies we reviewed, individuals aged 10-30 years who had experienced a TBI performed worse than healthy controls on cognitive function measures-specifically for attention, memory, processing speed, and executive function. In the studies that subjected the individuals with TBI to EEG and fMRI, atypical activation in associated brain regions was demonstrated while the individuals were undergoing cognitive tasks. However, caution should be taken when interpreting the overall results due to the high risk of bias across the majority of the studies. The broader implications of reduced cognitive performance after TBI across this age range are yet to be fully understood.
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White matter changes following experimental pediatric traumatic brain injury: an advanced diffusion-weighted imaging investigation. Brain Imaging Behav 2021; 15:2766-2774. [PMID: 33411159 DOI: 10.1007/s11682-020-00433-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 10/24/2020] [Accepted: 12/17/2020] [Indexed: 12/13/2022]
Abstract
Pediatric traumatic brain injury (pTBI) is a major community health concern. Due to ongoing maturation, injury to the brain at a young age can have devastating consequences in later life. However, how pTBI affects brain development, including white matter maturation, is still poorly understood. Here, we used advanced diffusion weighted imaging (DWI) to assess chronic white matter changes after experimental pTBI. Mice at post-natal day 21 sustained a TBI using the controlled cortical impact model and magnetic resonance imaging (MRI) was performed at 6 months post-injury using a 4.7 T Bruker scanner. Four diffusion shells with 81 directions and b-values of 1000, 3000, 5000, and 7000s/mm2 were acquired and analyzed using MRtrix3 software. Advanced DWI metrics, including fiber density, fiber cross-section and a combined fiber density and cross-section measure, were investigated together with three track-weighted images (TWI): the average pathlength map, mean curvature and the track density image. These advanced metrics were compared to traditional diffusion tensor imaging (DTI) metrics which indicated that TBI injured mice had reduced fractional anisotropy and increased radial diffusivity in the white matter when compared to age-matched sham controls. Consistent with previous findings, fiber density and TWI metrics appeared to be more sensitive to white matter changes than DTI metrics, revealing widespread reductions in fiber density and TWI metrics in pTBI mice compared to sham controls. These results provide additional support for the use of advanced DWI metrics in assessing white matter degeneration following injury and highlight the chronic outcomes that can follow pTBI.
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Cavanagh JF, Rieger RE, Wilson JK, Gill D, Fullerton L, Brandt E, Mayer AR. Joint analysis of frontal theta synchrony and white matter following mild traumatic brain injury. Brain Imaging Behav 2020; 14:2210-2223. [PMID: 31368085 PMCID: PMC6992511 DOI: 10.1007/s11682-019-00171-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Some of the most disabling aspects of mild traumatic brain injury (mTBI) include lingering deficits in executive functioning. It is known that mTBI can damage white matter tracts, but it remains unknown how this structural brain damage translates into cognitive deficits. This experiment utilized theta band phase synchrony to identify the dysfunctional neural operations that contribute to cognitive problems following mTBI. Sub-acute stage (< 2 weeks) mTBI patients (N = 52) and healthy matched controls (N = 32) completed a control-demanding task with concurrent EEG. Structural MRI was also collected. While there were no performance-specific behavioral differences between groups in the dot probe expectancy task, the degree of theta band phase synchrony immediately following injury predicted the degree of symptom recovery two months later. Although there were no differences in fractional anisotropy (FA) between groups, joint independent components analysis revealed that a smaller network of lower FA-valued voxels contributed to a diminished frontal theta phase synchrony network in the mTBI group. This finding suggests that frontal theta band markers of cognitive control are sensitive to sub-threshold structural aberrations following mTBI.
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Affiliation(s)
- James F Cavanagh
- Department of Psychology, University of New Mexico, Logan Hall, 1 University of New Mexico, MSC03 2220, Albuquerque, NM, 87131, USA.
| | - Rebecca E Rieger
- Department of Psychology, University of New Mexico, Logan Hall, 1 University of New Mexico, MSC03 2220, Albuquerque, NM, 87131, USA
- Department of Neuroscience, University of New Mexico Health Sciences Center, 1101 Yale Blvd, University of New Mexico, MSC 084740, Albuquerque, NM, 87131, USA
| | - J Kevin Wilson
- Department of Psychology, University of New Mexico, Logan Hall, 1 University of New Mexico, MSC03 2220, Albuquerque, NM, 87131, USA
- Department of Neuroscience, University of New Mexico Health Sciences Center, 1101 Yale Blvd, University of New Mexico, MSC 084740, Albuquerque, NM, 87131, USA
| | - Darbi Gill
- Department of Neuroscience, University of New Mexico Health Sciences Center, 1101 Yale Blvd, University of New Mexico, MSC 084740, Albuquerque, NM, 87131, USA
| | - Lynne Fullerton
- Department of Emergency Medicine, University of New Mexico Health Sciences Center, 1101 Yale Blvd, University of New Mexico, MSC 116025, Albuquerque, NM, 87131, USA
| | - Emma Brandt
- Department of Neuroscience, University of New Mexico Health Sciences Center, 1101 Yale Blvd, University of New Mexico, MSC 084740, Albuquerque, NM, 87131, USA
| | - Andrew R Mayer
- Department of Psychology, University of New Mexico, Logan Hall, 1 University of New Mexico, MSC03 2220, Albuquerque, NM, 87131, USA
- Mind Research Network, 1101 Yale Blvd NE, Albuquerque, NM, 87106, USA
- Departments of Neurology and Psychiatry, University of New Mexico Health Sciences Center, 1101 Yale Blvd, University of New Mexico, MSC 084740, Albuquerque, NM, 87131, USA
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Wright KL, Hopkins RO, Robertson FE, Bigler ED, Taylor HG, Rubin KH, Vannatta K, Stancin T, Yeates KO. Assessment of White Matter Integrity after Pediatric Traumatic Brain Injury. J Neurotrauma 2020; 37:2188-2197. [PMID: 32253971 PMCID: PMC7580640 DOI: 10.1089/neu.2019.6691] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
White matter (WM) abnormalities, such as atrophy and hyperintensities (WMH), can be accessed via magnetic resonance imaging (MRI) after pediatric traumatic brain injury (TBI). Several methods are available to classify WM abnormalities (i.e., total WM volumes and WMHs), but automated and manual volumes and clinical ratings have yet to be compared in pediatric TBI. In addition, WM integrity has been associated reliably with processing speed. Consequently, methods of assessing WM integrity should relate to processing speed to have clinical application. This study had two goals: (1) to compare Scheltens rating scale, manual tracing, FreeSurfer, and NeuroQuant® methods of assessing WM abnormalities, and (2) to relate WM methods to processing speed scores. We report findings from the Social Outcomes of Brain Injury in Kids (SOBIK) study, a multi-center study of 60 children with chronic TBI (65% male) from ages 8-13. Scheltens WMH ratings had good to excellent agreement with WMH volumes for both NeuroQuant (ICC = 0.62; r = 0.29, p = 0.005) and manual tracing (ICC = 0.82; r = 0.50, p = 0.000). NeuroQuant WMH volumes did not correlate with manually traced WMH volumes (r = 0.12, p = 0.21) and had poor agreement (ICC = 0.24). NeuroQuant and FreeSurfer total WM volumes correlated (r = 0.38, p = 0.004) and had fair agreement (ICC = 0.52). The WMH assessment methods, both ratings and volumes, were associated with processing speed scores. In contrast, total WM volume was not related to processing speed. Measures of WMH may hold clinical utility for predicting cognitive functioning after pediatric TBI.
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Affiliation(s)
- Kacie L. Wright
- Psychology Department, Brigham Young University, Provo, Utah, USA
| | - Ramona O. Hopkins
- Department of Psychology and Neuroscience Center, Brigham Young University, Provo, Utah, USA
| | | | - Erin D. Bigler
- Psychology Department and Neuroscience Center, Brigham Young University, Provo, Utah, USA
| | - H. Gerry Taylor
- Department of Pediatrics, Ohio State University and Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Kenneth H. Rubin
- Department of Human Development and Quantitative Methodology, University of Maryland, College Park, Maryland, USA
| | - Kathryn Vannatta
- Department of Pediatrics, Ohio State University and Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Terry Stancin
- Department of Pediatrics, Case Western Reserve University, and Rainbow Babies and Children's Hospital, Cleveland, Ohio, USA
| | - Keith Owen Yeates
- Department of Psychology, Alberta Children's Hospital Research Institute, and Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
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Connectome mapping with edge density imaging differentiates pediatric mild traumatic brain injury from typically developing controls: proof of concept. Pediatr Radiol 2020; 50:1594-1601. [PMID: 32607611 PMCID: PMC7501221 DOI: 10.1007/s00247-020-04743-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Revised: 04/26/2020] [Accepted: 05/24/2020] [Indexed: 01/06/2023]
Abstract
BACKGROUND Although acute neurologic impairment might be transient, other long-term effects can be observed with mild traumatic brain injury. However, when pediatric patients with mild traumatic brain injury present for medical care, conventional imaging with CT and MR imaging often does not reveal abnormalities. OBJECTIVE To determine whether edge density imaging can separate pediatric mild traumatic brain injury from typically developing controls. MATERIALS AND METHODS Subjects were recruited as part of the "Therapeutic Resources for Attention Improvement using Neuroimaging in Traumatic Brain Injury" (TRAIN-TBI) study. We included 24 adolescents (χ=14.1 years of age, σ=1.6 years, range 10-16 years), 14 with mild traumatic brain injury (TBI) and 10 typically developing controls. Neurocognitive assessments included the pediatric version of the California Verbal Learning Test (CVLT) and the Attention Network Task (ANT). Diffusion MR imaging was acquired on a 3-tesla (T) scanner. Edge density images were computed utilizing fiber tractography. Principal component analysis (PCA) and support vector machines (SVM) were used in an exploratory analysis to separate mild TBI and control groups. The diagnostic accuracy of edge density imaging, neurocognitive tests, and fractional anisotropy (FA) from diffusion tensor imaging (DTI) was computed with two-sample t-tests and receiver operating characteristic (ROC) metrics. RESULTS Support vector machine-principal component analysis of edge density imaging maps identified three white matter regions distinguishing pediatric mild TBI from controls. The bilateral tapetum, sagittal stratum, and callosal splenium identified mild TBI subjects with sensitivity of 79% and specificity of 100%. Accuracy from the area under the ROC curve (AUC) was 94%. Neurocognitive testing provided an AUC of 61% (CVLT) and 71% (ANT). Fractional anisotropy yielded an AUC of 48%. CONCLUSION In this proof-of-concept study, we show that edge density imaging is a new form of connectome mapping that provides better diagnostic delineation between pediatric mild TBI and healthy controls than DTI or neurocognitive assessments of memory or attention.
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Bartnik-Olson B, Holshouser B, Ghosh N, Oyoyo UE, Nichols JG, Pivonka-Jones J, Tong K, Ashwal S. Evolving White Matter Injury following Pediatric Traumatic Brain Injury. J Neurotrauma 2020; 38:111-121. [PMID: 32515269 DOI: 10.1089/neu.2019.6574] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
This study is unique in that it examines the evolution of white matter injury very early and at 12 months post-injury in pediatric patients following traumatic brain injury (TBI). Diffusion tensor imaging (DTI) was acquired at two time-points: acutely at 6-17 days and 12 months following a complicated mild (cMild)/moderate (mod) or severe TBI. Regional measures of anisotropy and diffusivity were compared between TBI groups and against a group of age-matched healthy controls and used to predict performance on measures of attention, memory, and intellectual functioning at 12-months post-injury. Analysis of the acute DTI data using tract based spatial statistics revealed a small number of regional decreases in fractional anisotropy (FA) in both the cMild/mod and severe TBI groups compared with controls. These changes were observed in the occipital white matter, anterior limb of the internal capsule (ALIC)/basal ganglia, and corpus callosum. The severe TBI group showed regional differences in axial diffusivity (AD) in the brainstem and corpus callosum that were not seen in the cMild/mod TBI group. By 12-months, widespread decreases in FA and increases in apparent diffusion coefficient (ADC) and radial diffusivity (RD) were observed in both TBI groups compared with controls, with the overall number of regions with abnormal DTI metrics increasing over time. The early changes in regional DTI metrics were associated with 12-month performance IQ scores. These findings suggest that there may be regional differences in the brain's reparative processes or that mechanisms associated with the brain's plasticity to recover may also be region based.
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Affiliation(s)
- Brenda Bartnik-Olson
- Department of Radiology, Loma Linda University Health, Loma Linda, California, USA
| | - Barbara Holshouser
- Department of Radiology, Loma Linda University Health, Loma Linda, California, USA
| | - Nirmalya Ghosh
- Department of Pediatrics, Loma Linda University Health, Loma Linda, California, USA
| | - Udochukwu E Oyoyo
- Department of Radiology, Loma Linda University Health, Loma Linda, California, USA
| | - Joy G Nichols
- Department of Pediatrics, Loma Linda University Health, Loma Linda, California, USA
| | - Jamie Pivonka-Jones
- Department of Pediatrics, Loma Linda University Health, Loma Linda, California, USA
| | - Karen Tong
- Department of Radiology, Loma Linda University Health, Loma Linda, California, USA
| | - Stephen Ashwal
- Department of Pediatrics, Loma Linda University Health, Loma Linda, California, USA
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Marcotte K, Sanchez E, Arbour C, Brambati SM, Bedetti C, Martineau S, Descoteaux M, Gosselin N. Long-term discourse outcomes and their relationship to white matter damage in moderate to severe adulthood traumatic brain injury. BRAIN AND LANGUAGE 2020; 204:104769. [PMID: 32078946 DOI: 10.1016/j.bandl.2020.104769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2018] [Revised: 12/08/2019] [Accepted: 01/30/2020] [Indexed: 06/10/2023]
Affiliation(s)
- Karine Marcotte
- Centre de recherche du Centre intégré universitaire de santé et de services sociaux du Nord-de-l'Île-de-Montréal (Hôpital du Sacré-Coeur de Montréal), Montréal, Québec, Canada; École d'orthophonie et d'audiologie, Faculté de médecine, Université de Montréal, Montréal, Quebec, Canada.
| | - Erlan Sanchez
- Centre de recherche du Centre intégré universitaire de santé et de services sociaux du Nord-de-l'Île-de-Montréal (Hôpital du Sacré-Coeur de Montréal), Montréal, Québec, Canada; Département de neurosciences, Université de Montréal, Montréal, Québec, Canada
| | - Caroline Arbour
- Centre de recherche du Centre intégré universitaire de santé et de services sociaux du Nord-de-l'Île-de-Montréal (Hôpital du Sacré-Coeur de Montréal), Montréal, Québec, Canada; Faculté des sciences infirmières, Université de Montréal, Montréal, Québec, Canada
| | - Simona Maria Brambati
- Centre de recherche de l'Institut Universitaire de Gériatrie de Montréal, Montréal, Québec, Canada; Département de psychologie, Faculté des arts et Sciences, Université de Montréal, Montréal, Québec, Canada
| | - Christophe Bedetti
- Centre de recherche de l'Institut Universitaire de Gériatrie de Montréal, Montréal, Québec, Canada
| | - Sarah Martineau
- Centre de recherche du Centre intégré universitaire de santé et de services sociaux du Nord-de-l'Île-de-Montréal (Hôpital du Sacré-Coeur de Montréal), Montréal, Québec, Canada; École d'orthophonie et d'audiologie, Faculté de médecine, Université de Montréal, Montréal, Quebec, Canada
| | - Maxime Descoteaux
- Département d'informatique, Université de Sherbrooke, Québec, Canada
| | - Nadia Gosselin
- Centre de recherche du Centre intégré universitaire de santé et de services sociaux du Nord-de-l'Île-de-Montréal (Hôpital du Sacré-Coeur de Montréal), Montréal, Québec, Canada; Département de psychologie, Faculté des arts et Sciences, Université de Montréal, Montréal, Québec, Canada
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Smith DR, Guertler CA, Okamoto RJ, Romano AJ, Bayly PV, Johnson CL. Multi-Excitation Magnetic Resonance Elastography of the Brain: Wave Propagation in Anisotropic White Matter. J Biomech Eng 2020; 142:1074133. [PMID: 32006012 DOI: 10.1115/1.4046199] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2019] [Indexed: 12/13/2022]
Abstract
Magnetic resonance elastography (MRE) has emerged as a sensitive imaging technique capable of providing a quantitative understanding of neural microstructural integrity. However, a reliable method for the quantification of the anisotropic mechanical properties of human white matter is currently lacking, despite the potential to illuminate the pathophysiology behind neurological disorders and traumatic brain injury. In this study, we examine the use of multiple excitations in MRE to generate wave displacement data sufficient for anisotropic inversion in white matter. We show the presence of multiple unique waves from each excitation which we combine to solve for parameters of an incompressible, transversely isotropic (ITI) material: shear modulus, μ, shear anisotropy, ϕ, and tensile anisotropy, ζ. We calculate these anisotropic parameters in the corpus callosum body and find the mean values as μ = 3.78 kPa, ϕ = 0.151, and ζ = 0.099 (at 50 Hz vibration frequency). This study demonstrates that multi-excitation MRE provides displacement data sufficient for the evaluation of the anisotropic properties of white matter.
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Affiliation(s)
- Daniel R Smith
- Department of Biomedical Engineering, University of Delaware, Newark, DE 19716
| | - Charlotte A Guertler
- Department of Mechanical Engineering and Material Science, Washington University, St. Louis, MO 63130
| | - Ruth J Okamoto
- Department of Mechanical Engineering and Material Science, Washington University, St. Louis, MO 63130
| | | | - Philip V Bayly
- Department of Mechanical Engineering and Material Science, Washington University, St. Louis, MO 63130
| | - Curtis L Johnson
- Department of Biomedical Engineering, University of Delaware, Newark, DE 19716
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Ware AL, Shukla A, Goodrich-Hunsaker NJ, Lebel C, Wilde EA, Abildskov TJ, Bigler ED, Cohen DM, Mihalov LK, Bacevice A, Bangert BA, Taylor HG, Yeates KO. Post-acute white matter microstructure predicts post-acute and chronic post-concussive symptom severity following mild traumatic brain injury in children. Neuroimage Clin 2019; 25:102106. [PMID: 31896466 PMCID: PMC6940617 DOI: 10.1016/j.nicl.2019.102106] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Revised: 11/15/2019] [Accepted: 11/19/2019] [Indexed: 12/17/2022]
Abstract
INTRODUCTION Mild traumatic brain injury (TBI) is a global public health concern that affects millions of children annually. Mild TBI tends to result in subtle and diffuse alterations in brain tissue, which challenges accurate clinical detection and prognostication. Diffusion tensor imaging (DTI) holds promise as a diagnostic and prognostic tool, but little research has examined DTI in post-acute mild TBI. The current study compared post-acute white matter microstructure in children with mild TBI versus those with mild orthopedic injury (OI), and examined whether post-acute DTI metrics can predict post-acute and chronic post-concussive symptoms (PCS). MATERIALS AND METHODS Children aged 8-16.99 years with mild TBI (n = 132) or OI (n = 69) were recruited at emergency department visits to two children's hospitals, during which parents rated children's pre-injury symptoms retrospectively. Children completed a post-acute (<2 weeks post-injury) assessment, which included a 3T MRI, and 3- and 6-month post-injury assessments. Parents and children rated PCS at each assessment. Mean diffusivity (MD) and fractional anisotropy (FA) were derived from diffusion-weighted MRI using Automatic Fiber Quantification software. Multiple multivariable linear and negative binomial regression models were used to test study aims, with False Discovery Rate (FDR) correction for multiple comparisons. RESULTS No significant group differences were found in any of the 20 white matter tracts after FDR correction. DTI metrics varied by age and sex, and site was a significant covariate. No interactions involving group, age, and sex were significant. DTI metrics in several tracts robustly predicted PCS ratings at 3- and 6-months post-injury, but only corpus callosum genu MD was significantly associated with post-acute PCS after FDR correction. Significant group by DTI metric interactions on chronic PCS ratings indicated that left cingulum hippocampus and thalamic radiation MD was positively associated with 3-month PCS in the OI group, but not in the mild TBI group. CONCLUSIONS Post-acute white matter microstructure did not differ for children with mild TBI versus OI after correcting for multiple comparisons, but was predictive of post-acute and chronic PCS in both injury groups. These findings support the potential prognostic utility of this advanced DTI technique.
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Affiliation(s)
- Ashley L Ware
- Department of Psychology, University of Calgary, Canada; Hotchkiss Brain Institute, University of Calgary, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Canada.
| | - Ayushi Shukla
- Hotchkiss Brain Institute, University of Calgary, Canada; Department of Radiology, University of Calgary, Canada
| | - Naomi J Goodrich-Hunsaker
- Department of Neurology, University of Utah, USA; Department of Psychology, Brigham Young University, USA
| | - Catherine Lebel
- Hotchkiss Brain Institute, University of Calgary, Canada; Department of Radiology, University of Calgary, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Canada
| | | | | | - Erin D Bigler
- Department of Neurology, University of Utah, USA; Department of Psychology, Brigham Young University, USA
| | - Daniel M Cohen
- Abigail Wexner Research Institute at Nationwide Children's Hospital, USA; Department of Pediatrics, The Ohio State University, USA
| | - Leslie K Mihalov
- Abigail Wexner Research Institute at Nationwide Children's Hospital, USA; Department of Pediatrics, The Ohio State University, USA
| | - Ann Bacevice
- Department of Pediatrics, Case Western Reserve University, USA
| | | | - H Gerry Taylor
- Abigail Wexner Research Institute at Nationwide Children's Hospital, USA
| | - Keith O Yeates
- Department of Psychology, University of Calgary, Canada; Hotchkiss Brain Institute, University of Calgary, Canada; Alberta Children's Hospital Research Institute, University of Calgary, Canada
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Stoica T, Knight LK, Naaz F, Ramic M, Depue BE. Cortical morphometry and structural connectivity relate to executive function and estradiol level in healthy adolescents. Brain Behav 2019; 9:e01413. [PMID: 31568680 PMCID: PMC6908880 DOI: 10.1002/brb3.1413] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Revised: 08/12/2019] [Accepted: 08/24/2019] [Indexed: 01/14/2023] Open
Abstract
INTRODUCTION Emotional and behavioral control is necessary self-regulatory processes to maintain stable goal-driven behavior. Studies indicate that variance in these executive function (EF) processes is related to morphological features of the brain and white matter (WM) differences. Furthermore, sex hormone level may modulate circuits in the brain important for cognitive function. METHODS We aimed to investigate the structural neural correlates of EF behavior in gray matter (GM) and WM while taking into account estradiol level, in an adolescent population. The present study obtained neuroimaging behavioral and physiological data from the National Institute of Health's Pediatric Database (NIHPD). We analyzed the relationship between cortical morphometry and structural connectivity (N = 55), using a parent-administered behavioral monitoring instrument (Behavior Rating Inventory of Executive Function-BRIEF), estradiol level, as well as their interaction. RESULTS Executive function behavior and estradiol level related to bidirectional associations with cortical morphometry in the right posterior dorsolateral prefrontal cortex (pDLPFC) and primary motor cortex (PMC), as well as fractional anisotropy (FA) in the forceps major and minor. Lastly, the interaction of EF behavior and estradiol level related to decreased volume in the right PMC and was linked to altered FA in the right inferior fronto-occipital fasciculus (iFOF). CONCLUSIONS The study provides evidence that the relationship between EF behavior and estradiol level related to bidirectional GM and WM differences, implying estradiol level has an influence on the putative structural regions underlying EF behavior. The findings represent a crucial link between EF behavior and hormonal influence on brain structure in adolescence.
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Affiliation(s)
- Teodora Stoica
- Interdisciplinary Program in Translational Neuroscience, University of Louisville, Louisville, KY, USA
| | - Lindsay Kathleen Knight
- Interdisciplinary Program in Translational Neuroscience, University of Louisville, Louisville, KY, USA
| | - Farah Naaz
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Melina Ramic
- Department of Psychiatry, University of Miami, Coral Gables, FL, USA
| | - Brendan E Depue
- Department of Psychological and Brain Sciences, University of Louisville, Louisville, KY, USA.,Department of Anatomical Sciences and Neurobiology, University of Louisville, Louisville, KY, USA
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Abstract
Concussion is an ongoing concern for health care providers. The incidence rates continue to be high and the rate of recovery is variable due to potential risk factors. With no valid biomarkers, diagnosis and assessment of concussion remain a clinical challenge. The heterogeneity in presentation following injury provides an additional level of complexity, requiring the screening and evaluation of diverse body systems, including oculomotor, vestibular, autonomic, psychiatric, cervical, and cognitive symptoms. While a few tools, such as the Vestibular/Ocular Motor Screening and Balance Error Scoring System, have been developed specifically for concussion, the vast majority of tests are adapted from other conditions. Further complicating the process is the overlapping and interactive nature of the multiple domains of postconcussion presentation. This commentary illustrates how clinicians can conceptualize the multiple profiles that present following concussion and describes tools that are available to assist with screening and evaluation of each area. The multifaceted nature of concussion warrants broad clinical screening skills and an interdisciplinary approach to management. J Orthop Sports Phys Ther 2019;49(11):787-798. doi:10.2519/jospt.2019.8855.
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Gordon EM, May GJ, Nelson SM. MRI-based measures of intracortical myelin are sensitive to a history of TBI and are associated with functional connectivity. Neuroimage 2019; 200:199-209. [PMID: 31203023 PMCID: PMC6703948 DOI: 10.1016/j.neuroimage.2019.06.026] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Revised: 05/29/2019] [Accepted: 06/12/2019] [Indexed: 01/31/2023] Open
Abstract
Traumatic brain injuries (TBIs) induce persistent behavioral and cognitive deficits via diffuse axonal injury. Axonal injuries are often examined in vivo using diffusion MRI, which identifies damaged and demyelinated regions in deep white matter. However, TBI patients can exhibit impairment in the absence of diffusion-measured abnormalities, suggesting that axonal injury and demyelination may occur outside the deep white matter. Importantly, myelinated axons are also present within the cortex. Cortical myelination cannot be measured using diffusion imaging, but can be mapped in-vivo using the T1-w/T2-w ratio method. Here, we conducted the first work examining effects of TBI on intracortical myelin in living humans by applying myelin mapping to 46 US Military Veterans with a history of TBI. We observed that myelin maps could be created in TBI patients that matched known distributions of cortical myelin. After controlling for age and presence of blast injury, the number of lifetime TBIs was associated with reductions in the T1-w/T2-w ratio across the cortex, most significantly in a highly-myelinated lateral occipital region corresponding with the human MT+ complex. Further, the T1-w/T2-w ratio in this MT+ region predicted resting-state functional connectivity of that region. By contrast, a history of blast TBI did not affect the T1-w/T2-w ratio in either a diffuse or focal pattern. These findings suggest that intracortical myelin, as measured using the T1-w/T2-w ratio, may be a TBI biomarker that is anatomically complementary to diffusion MRI. Thus, myelin mapping could potentially be combined with diffusion imaging to improve MRI-based diagnostic tools for TBI.
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Affiliation(s)
- Evan M Gordon
- VISN 17 Center of Excellence for Research on Returning War Veterans, 4800 Memorial Dr, 151-C, Waco, TX, 76711, USA; Center for Vital Longevity, School of Behavioral and Brain Sciences, University of Texas at Dallas, 1600 Viceroy Dr #800, Dallas, TX, 75235, USA; Department of Psychology and Neuroscience, Baylor University, Baylor Sciences Building Suite B.309, Waco, TX, 76706, USA.
| | - Geoffrey J May
- VISN 17 Center of Excellence for Research on Returning War Veterans, 4800 Memorial Dr, 151-C, Waco, TX, 76711, USA; Center for Vital Longevity, School of Behavioral and Brain Sciences, University of Texas at Dallas, 1600 Viceroy Dr #800, Dallas, TX, 75235, USA; Department of Psychology and Neuroscience, Baylor University, Baylor Sciences Building Suite B.309, Waco, TX, 76706, USA; Department of Psychiatry and Behavioral Science, Texas A&M Health Science Center, College of Medicine, 8441 Riverside Parkway, Bryan, TX, 77807, USA
| | - Steven M Nelson
- VISN 17 Center of Excellence for Research on Returning War Veterans, 4800 Memorial Dr, 151-C, Waco, TX, 76711, USA; Center for Vital Longevity, School of Behavioral and Brain Sciences, University of Texas at Dallas, 1600 Viceroy Dr #800, Dallas, TX, 75235, USA; Department of Psychology and Neuroscience, Baylor University, Baylor Sciences Building Suite B.309, Waco, TX, 76706, USA; Department of Psychiatry and Behavioral Science, Texas A&M Health Science Center, College of Medicine, 8441 Riverside Parkway, Bryan, TX, 77807, USA
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Ferraracci J, Anzalone C, Bridges RM, Moore RD, Decker SL. QEEG correlates of cognitive processing speed in children and adolescents with traumatic brain injuries. APPLIED NEUROPSYCHOLOGY-CHILD 2019; 10:247-257. [PMID: 31613642 DOI: 10.1080/21622965.2019.1675523] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Both quantitative electroencephalography (qEEG) and cognitive measures have been used to understand the underlying brain changes that occur in individuals after experiencing a traumatic brain injury, however, research exploring the relationship between qEEG patterns and cognitive test performance is scarcely studied in school-aged populations. The purpose of the present study was to explore first, the neuropsychological and academic deficits in young individuals with TBI; and second, the underlying relationship between qEEG patterns and cognitive test performance. Analyses included 21 school-aged participants whom have experienced a recent TBI and 15 school-aged participants whom have never experienced a TBI. Mean subtest and composite scores were compared and regression analyses were used to determine whether alpha band and beta band qEEG coherence values predicted processing speed measures. Results suggest that young individuals who experienced a recent TBI exhibit general deficits in cognition and academic skills beyond what would be expected in the general population. Further, beta band coherence with the frontal brain regions significantly predicted processing speed scores, providing evidence of a relationship between qEEG patterns and processing speed. This outlines a relatively inexpensive method for utilizing neural connectivity to verify cognitive deficits for school-aged individuals with a recent TBI.
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Affiliation(s)
- Joseph Ferraracci
- Department of Psychology, University of South Carolina, Columbia, SC, USA
| | | | - Rachel M Bridges
- Department of Psychology, University of South Carolina, Columbia, SC, USA
| | - R Davis Moore
- Department of Exercise Science, University of South Carolina, Columbia, SC, United States of America
| | - Scott L Decker
- Department of Psychology, University of South Carolina, Columbia, SC, USA
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Karydakis P, Giakoumettis D, Themistocleous M. The 100 most cited papers about pediatric traumatic brain injury: a bibliometric analysis. Ir J Med Sci 2019; 189:315-325. [PMID: 31418153 DOI: 10.1007/s11845-019-02085-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Accepted: 08/08/2019] [Indexed: 10/26/2022]
Abstract
BACKGROUND The high incidence of traumatic brain injury (TBI) in children, combined with the challenges in diagnosis and treatment options, the difficulty of predicting the outcome of each case, and also the wide variety of possibly lifelong complications, has led to an extraordinary number of published papers regarding this topic. This bibliometric analysis is aimed at identifying and reviewing the 100 most cited papers in the most challenging and trending aspects of pediatric traumatic brain injury. METHODS A search was performed using the Web of Science database in October 2018. Results were organized by citation number, and the 100 most cited papers were further reviewed and analyzed. RESULTS Our search resulted in 2754 published papers from 1975 until October 2018, of which 1783 (64.74%) had been published in the last decade (2010-2018). The 100 most cited papers about traumatic brain injury in children have an average citation of 140.59 and have been published in 44 different journals. Four hundred thirty-five authors have contributed to these prominent articles, most of them from the USA. CONCLUSIONS By reviewing those highly cited papers, we sought to offer significant help not only for studying this challenging field but also for designing new studies.
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Affiliation(s)
- Ploutarchos Karydakis
- Department of Neurosurgery, 251 Hellenic Air Force General Hospital, Athanasiou Diakou 9 str., Cholargos, 15562, Athens, Greece.
| | - Dimitrios Giakoumettis
- Department of Neurosurgery, 'Evangelismos Hospital', University of Athens, Athens, Greece
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Kundu S, Ghodadra A, Fakhran S, Alhilali LM, Rohde GK. Assessing Postconcussive Reaction Time Using Transport-Based Morphometry of Diffusion Tensor Images. AJNR Am J Neuroradiol 2019; 40:1117-1123. [PMID: 31196860 DOI: 10.3174/ajnr.a6087] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2018] [Accepted: 04/27/2019] [Indexed: 01/05/2023]
Abstract
BACKGROUND AND PURPOSE Cognitive deficits are among the most commonly reported post-concussive symptoms, yet the underlying microstructural injury is poorly understood. Our aim was to discover white matter injury underlying reaction time in mild traumatic brain injury DTI by applying transport-based morphometry. MATERIALS AND METHODS In this retrospective study, we performed DTI on 64 postconcussive patients (10-28 years of age; 69% male, 31% female) between January 2006 and March 2013. We measured the reaction time percentile by using Immediate Post-Concussion Assessment and Cognitive Testing. Using the 3D transport-based morphometry technique we developed, we mined fractional anisotropy maps to extract the common microstructural injury associated with reaction time percentile in an automated manner. Permutation testing established statistical significance of the extracted injuries. We visualized the physical substrate responsible for reaction time through inverse transport-based morphometry transformation. RESULTS The direction in the transport space most correlated with reaction time was significant after correcting for covariates of age, sex, and time from injury (Pearson r = 0.44, P < .01). Inverting the computed direction using transport-based morphometry illustrates physical shifts in fractional anisotropy in the corpus callosum (increase) and within the optic radiations, corticospinal tracts, and anterior thalamic radiations (decrease) with declining reaction time. The observed shifts are consistent with biologic pathways underlying the visual-spatial interpretation and response-selection aspects of reaction time. CONCLUSIONS Transport-based morphometry discovers complex white matter injury underlying postconcussive reaction time in an automated manner. The potential influences of edema and axonal loss are visualized in the visual-spatial interpretation and response-selection pathways. Transport-based morphometry can bridge the gap between brain microstructure and function in diseases in which the structural basis is unknown.
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Affiliation(s)
- S Kundu
- Department of Biomedical Engineering at Carnegie Mellon University and Medical Scientist Training Program (S.K.), University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - A Ghodadra
- Department of Radiology (A.G.), Banner Health and Hospital Systems, Mesa, Arizona
| | - S Fakhran
- Department of Neuroradiology (S.F.), Barrow Neurological Institute, Phoenix, Arizona
| | - L M Alhilali
- From the Department of Biomedical Engineering, Electrical and Computer Engineering (G.K.R.), University of Virginia, Charlottesville, Virginia
| | - G K Rohde
- From the Department of Biomedical Engineering, Electrical and Computer Engineering (G.K.R.), University of Virginia, Charlottesville, Virginia
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Abstract
PURPOSE OF REVIEW The concussion public health burden has increased alongside our knowledge of the pathophysiology of mild traumatic brain injury (mTBI). The purpose of this review is to summarize our current understanding of mTBI pathophysiology and biomechanics and how these underlying principles correlate with clinical manifestations of mTBI. RECENT FINDINGS Changes in post-mTBI glutamate and GABA concentrations seem to be region-specific and time-dependent. Genetic variability may predict recovery and symptom severity while gender differences appear to be associated with the neuroinflammatory response and neuroplasticity. Ongoing biomechanical research has shown a growing body of evidence in support of an "individual-specific threshold" for mTBI that varies based on individual intrinsic factors. The literature demonstrates a well-characterized timeframe for mTBI pathophysiologic changes in animal models while work in this area continues to grow in humans. Current human research shows that these underlying post-mTBI effects are multifactorial and may correlate with symptomatology and recovery. While wearable sensor technology has advanced biomechanical impact research, a definitive concussion threshold remains elusive.
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Affiliation(s)
- Rafael Romeu-Mejia
- Department of Neurosurgery, UCLA Steve Tisch BrainSPORT Program, Los Angeles, CA, USA
- UCLA Brain Injury Research Center, Los Angeles, CA, USA
| | - Christopher C Giza
- Department of Neurosurgery, UCLA Steve Tisch BrainSPORT Program, Los Angeles, CA, USA
- UCLA Brain Injury Research Center, Los Angeles, CA, USA
- Department of Pediatrics/Pediatric Neurology, Mattel Children's Hospital UCLA, Los Angeles, CA, USA
| | - Joshua T Goldman
- Department of Neurosurgery, UCLA Steve Tisch BrainSPORT Program, Los Angeles, CA, USA.
- Department of Family Medicine, Division of Sports Medicine, UCLA, Los Angeles, CA, USA.
- Department of Orthopedic Surgery, UCLA, Los Angeles, CA, USA.
- Department of Intercollegiate Athletics, UCLA, Los Angeles, CA, USA.
- Center for Sports Medicine, Orthopedic Institute for Children, Los Angeles, CA, USA.
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Aleksonis HA, Wier R, Pearson MM, Cannistraci CJ, Anderson AW, Kuttesch JF, Compas BE, Hoskinson KR. Associations among diffusion tensor imaging and neurocognitive function in survivors of pediatric brain tumor: A pilot study. APPLIED NEUROPSYCHOLOGY-CHILD 2019; 10:111-122. [PMID: 31146596 DOI: 10.1080/21622965.2019.1613993] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
The purpose of this study was to determine associations among neurocognitive outcomes and white matter integrity in the inferior fronto-occipital fasciculus (IFOF), uncinate fasciculus (UF), and genu of the corpus callosum (gCC) in survivors of pediatric brain tumor and healthy controls (HCs). Eleven survivors (ages 8-16; >2 years post-treatment) and 14 HCs underwent MRI; diffusion tensor imaging tractography (DSI Studio) was used to assess white matter integrity. Participants completed neuropsychological assessment of overall cognitive ability, executive function, processing speed, divided attention, and memory. As previously reported, survivors performed significantly worse than HCs on measures of overall IQ, working memory, processing speed, and executive function (ps < .01), but not on measures of long-delay memory. Mean fractional anisotropy was significantly lower in survivors than HC in the right IFOF, left UF, and gCC (ps < .05). Correlations with the total sample revealed a number of significant positive associations among white matter tracts and scores on neurocognitive measures. Survivors show deficits on measures of cognitive function and decreased white matter integrity compared to HCs. Results revealed a more general pattern of associations among white matter pathways and neurocognitive outcomes than initially hypothesized. It is possible that survivors with diffuse pathology from treatment effects (i.e., hydrocephalus or posterior fossa syndrome) show more general decreases in cognitive functioning and white matter integrity. Additional research with a larger and more diverse group of survivors is needed to better understand white matter integrity and neurocognitive outcome associations in this population.
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Affiliation(s)
- Holly A Aleksonis
- Center for Biobehavioral Health, The Research Institute at Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Ryan Wier
- Center for Biobehavioral Health, The Research Institute at Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Matthew M Pearson
- Institute for Neurology and Neurosurgery, Sacred Heart Medical Group, Pensacola, Florida, USA
| | - Christopher J Cannistraci
- Translational and Molecular Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Adam W Anderson
- Vanderbilt University Institute of Imaging Science, Nashville, Tennessee, USA
| | - John F Kuttesch
- Pediatric Hematology and Oncology, University of New Mexico, Albuquerque, New Mexico, USA
| | - Bruce E Compas
- Psychology and Human Development, Vanderbilt University, Nashville, Tennessee, USA
| | - Kristen R Hoskinson
- Center for Biobehavioral Health, The Research Institute at Nationwide Children's Hospital, Columbus, Ohio, USA.,Department of Pediatrics, The Ohio State University College of Medicine, Columbus, Ohio, USA
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Jantzie L, El Demerdash N, Newville JC, Robinson S. Time to reconsider extended erythropoietin treatment for infantile traumatic brain injury? Exp Neurol 2019; 318:205-215. [PMID: 31082389 DOI: 10.1016/j.expneurol.2019.05.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2019] [Revised: 05/03/2019] [Accepted: 05/08/2019] [Indexed: 01/03/2023]
Abstract
Pediatric traumatic brain injury (TBI) remains a leading cause of childhood morbidity and mortality worldwide. Most efforts to reduce the chronic impact of pediatric TBI involve prevention and minimization of secondary injury. Currently, no treatments are used in routine clinical care during the acute and subacute phases to actively repair injury to the developing brain. The endogenous pluripotent cytokine erythropoietin (EPO) holds promise as an emerging neuroreparative agent in perinatal brain injury (PBI). EPO signaling in the central nervous system (CNS) is essential for multiple stages of neurodevelopment, including the genesis, survival and differentiation of multiple lineages of neural cells. Postnatally, EPO signaling decreases markedly as the CNS matures. Importantly, high-dose, extended EPO regimens have shown efficacy in preclinical controlled cortical impact (CCI) models of infant TBI at two different, early ages by independent research groups. Specifically, extended high-dose EPO treatment after infantile CCI prevents long-term cognitive deficits in adult rats. Because of the striking differences in the molecular and cellular responses to both injury and recovery in the developing and mature CNS, and the excellent safety profile of EPO in infants and children, extended courses of EPO are currently in Phase III trials for neonates with PBI. Extended, high-dose EPO may also warrant testing for infants and young children with TBI.
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Affiliation(s)
- Lauren Jantzie
- Division of Neonatology, Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque, NM, 87111,United States.; Department of Neurosciences, University of New Mexico School of Medicine, Albuquerque, NM, 87111, United States..
| | - Nagat El Demerdash
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, 21287, United States
| | - Jessie C Newville
- Division of Neonatology, Department of Pediatrics, University of New Mexico School of Medicine, Albuquerque, NM, 87111,United States.; Department of Neurosciences, University of New Mexico School of Medicine, Albuquerque, NM, 87111, United States
| | - Shenandoah Robinson
- Division of Pediatric Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, United States
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King R, Grohs MN, Kirton A, Lebel C, Esser MJ, Barlow KM. Microstructural neuroimaging of white matter tracts in persistent post-concussion syndrome: A prospective controlled cohort study. Neuroimage Clin 2019; 23:101842. [PMID: 31108457 PMCID: PMC6526293 DOI: 10.1016/j.nicl.2019.101842] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2018] [Revised: 04/08/2019] [Accepted: 04/27/2019] [Indexed: 12/12/2022]
Abstract
INTRODUCTION Children with mild traumatic brain injury (mTBI) typically recover quickly, however approximately 15% experience persistent post-concussive symptoms (PPCS) past 3 months. The microstructural pathology associated with underlying persistent symptoms is poorly understood but is suggested to involve axonal injury to white matter tracts. Diffusion tensor imaging (DTI) can be used to visualize and characterize damage to white matter microstructure of the brain. OBJECTIVE We aimed to investigate white matter microstructure in children with persistent concussive symptoms as compared to typically developing controls, alongside evaluating differences in white matter changes over time and how this relates to symptom recovery. METHODS The current study is a prospective, longitudinal, controlled cohort study of children with mTBI. 104 children aged 8 to 18 years with a mTBI (72 symptomatic; 32 asymptomatic) were recruited from the Alberta Children's Hospital and compared to 20 healthy controls. Microstructural evidence of white matter injury was evaluated using DTI one month post injury and repeated 4 to 6 weeks later. Primary outcomes included fractional anisotropy and mean diffusivity of the corticospinal tracts, uncinate fasciculi, and motor fibers of the corpus callosum. Post-concussive symptoms were also measured using the Post-Concussion Symptom Inventory (PCSI) taken at both time points. RESULTS Fractional anisotropy of the left uncinate fasciculi was lower in symptomatic children compared to controls (F(2,119) = 3.582, p = 0.031). No other significant differences were observed. CONCLUSIONS Our findings provide evidence of microstructural injury following mTBI in children with ongoing post-concussive symptoms one month post injury. The changes were persistent 4-6 weeks later. Further longitudinal studies of white matter microstructure in PPCS will be helpful to clarify whether these white matter alterations resolve over time.
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Affiliation(s)
- Regan King
- Hotchkiss Brain Institute, Canada; Alberta Children's Hospital Research Institute, Canada; Department of Clinical Neurosciences, Canada
| | - Melody N Grohs
- Alberta Children's Hospital Research Institute, Canada; Department of Clinical Neurosciences, Canada
| | - Adam Kirton
- Hotchkiss Brain Institute, Canada; Alberta Children's Hospital Research Institute, Canada; Department of Clinical Neurosciences, Canada; Department of Pediatrics, Canada; Cummings School of Medicine, University of Calgary, Canada
| | - Catherine Lebel
- Alberta Children's Hospital Research Institute, Canada; Department of Clinical Neurosciences, Canada; Department of Pediatrics, Canada
| | - Michael J Esser
- Alberta Children's Hospital Research Institute, Canada; Department of Pediatrics, Canada; Cummings School of Medicine, University of Calgary, Canada
| | - Karen M Barlow
- Hotchkiss Brain Institute, Canada; Alberta Children's Hospital Research Institute, Canada; Department of Clinical Neurosciences, Canada; Department of Pediatrics, Canada; Cummings School of Medicine, University of Calgary, Canada.
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King KE, Rudser KD, Nestrasil I, Kovac V, Delaney KA, Wozniak JR, Mueller BA, Lim KO, Eisengart JB, Mamak EG, Raiman J, Ali N, Cagle S, Harmatz P, Whitley CB, Shapiro EG. Attention and corpus callosum volumes in individuals with mucopolysaccharidosis type I. Neurology 2019; 92:e2321-e2328. [PMID: 30979856 DOI: 10.1212/wnl.0000000000007496] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Accepted: 01/16/2019] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE Previous research suggests attention and white matter (WM) abnormalities in individuals with mucopolysaccharidosis type I (MPS I); this cross-sectional comparison is one of the first to examine the relationship of WM structural abnormalities as measured by corpus callosum (CC) volumes with attention scores to evaluate this relationship in a larger sample of patients with MPS I. METHODS Volumetric MRI data and performance on a computerized measure of sustained attention were compared for 18 participants with the severe form of MPS I (MPS IH), 18 participants with the attenuated form of MPS I (MPS IATT), and 60 typically developing age-matched controls. RESULTS The MPS I groups showed below-average mean attention scores (p < 0.001) and smaller CC volumes (p < 0.001) than controls. No significant associations were found between attention performance and CC volume for controls. Attention was associated with posterior CC volumes in the participants with MPS IH (p = 0.053) and total (p = 0.007) and anterior (p < 0.001) CC volumes in participants with MPS IATT. CONCLUSIONS We found that attention and CC volumes were reduced in participants with MPS I compared to typically developing controls. Smaller CC volumes in participants with MPS I were associated with decreased attention; such an association was not seen in controls. While hematopoietic cell transplantation used to treat MPS IH may compound these effects, attention difficulties were also seen in the MPS IATT group, suggesting that disease effects contribute substantially to the clinical attentional difficulties seen in this population.
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Affiliation(s)
- Kelly E King
- From the Departments of Pediatrics (K.K., I.N., V.K., K.A.D., J.B.E., E.G.S.), Psychiatry (J.R.W., B.A.M., K.O.L.), and Genetics and Metabolism (C.B.W.), University of Minnesota Medical Center; Division of Biostatistics (K.D.R.), University of Minnesota School of Public Health, Minneapolis; Department of Psychology (E.G.M., J.R.), Hospital for Sick Children-Toronto, Ontario, Canada; Department of Human Genetics (N.A., S.C.), Emory University, Atlanta, GA; and Division of Gastroenterology and Nutrition (P.H.), UCSF Benioff Children's Hospital Oakland, San Francisco, CA. Dr. Kovac is now at the School of Medicine, Washington University in St. Louis, MO. Dr. Raiman is now at the Department of Inherited Metabolic Diseases, Birmingham Children's Hospital, UK. K.A. Delaney is now at Biomarin Pharmaceuticals, San Rafael, CA.
| | - Kyle D Rudser
- From the Departments of Pediatrics (K.K., I.N., V.K., K.A.D., J.B.E., E.G.S.), Psychiatry (J.R.W., B.A.M., K.O.L.), and Genetics and Metabolism (C.B.W.), University of Minnesota Medical Center; Division of Biostatistics (K.D.R.), University of Minnesota School of Public Health, Minneapolis; Department of Psychology (E.G.M., J.R.), Hospital for Sick Children-Toronto, Ontario, Canada; Department of Human Genetics (N.A., S.C.), Emory University, Atlanta, GA; and Division of Gastroenterology and Nutrition (P.H.), UCSF Benioff Children's Hospital Oakland, San Francisco, CA. Dr. Kovac is now at the School of Medicine, Washington University in St. Louis, MO. Dr. Raiman is now at the Department of Inherited Metabolic Diseases, Birmingham Children's Hospital, UK. K.A. Delaney is now at Biomarin Pharmaceuticals, San Rafael, CA
| | - Igor Nestrasil
- From the Departments of Pediatrics (K.K., I.N., V.K., K.A.D., J.B.E., E.G.S.), Psychiatry (J.R.W., B.A.M., K.O.L.), and Genetics and Metabolism (C.B.W.), University of Minnesota Medical Center; Division of Biostatistics (K.D.R.), University of Minnesota School of Public Health, Minneapolis; Department of Psychology (E.G.M., J.R.), Hospital for Sick Children-Toronto, Ontario, Canada; Department of Human Genetics (N.A., S.C.), Emory University, Atlanta, GA; and Division of Gastroenterology and Nutrition (P.H.), UCSF Benioff Children's Hospital Oakland, San Francisco, CA. Dr. Kovac is now at the School of Medicine, Washington University in St. Louis, MO. Dr. Raiman is now at the Department of Inherited Metabolic Diseases, Birmingham Children's Hospital, UK. K.A. Delaney is now at Biomarin Pharmaceuticals, San Rafael, CA
| | - Victor Kovac
- From the Departments of Pediatrics (K.K., I.N., V.K., K.A.D., J.B.E., E.G.S.), Psychiatry (J.R.W., B.A.M., K.O.L.), and Genetics and Metabolism (C.B.W.), University of Minnesota Medical Center; Division of Biostatistics (K.D.R.), University of Minnesota School of Public Health, Minneapolis; Department of Psychology (E.G.M., J.R.), Hospital for Sick Children-Toronto, Ontario, Canada; Department of Human Genetics (N.A., S.C.), Emory University, Atlanta, GA; and Division of Gastroenterology and Nutrition (P.H.), UCSF Benioff Children's Hospital Oakland, San Francisco, CA. Dr. Kovac is now at the School of Medicine, Washington University in St. Louis, MO. Dr. Raiman is now at the Department of Inherited Metabolic Diseases, Birmingham Children's Hospital, UK. K.A. Delaney is now at Biomarin Pharmaceuticals, San Rafael, CA
| | - Kathleen A Delaney
- From the Departments of Pediatrics (K.K., I.N., V.K., K.A.D., J.B.E., E.G.S.), Psychiatry (J.R.W., B.A.M., K.O.L.), and Genetics and Metabolism (C.B.W.), University of Minnesota Medical Center; Division of Biostatistics (K.D.R.), University of Minnesota School of Public Health, Minneapolis; Department of Psychology (E.G.M., J.R.), Hospital for Sick Children-Toronto, Ontario, Canada; Department of Human Genetics (N.A., S.C.), Emory University, Atlanta, GA; and Division of Gastroenterology and Nutrition (P.H.), UCSF Benioff Children's Hospital Oakland, San Francisco, CA. Dr. Kovac is now at the School of Medicine, Washington University in St. Louis, MO. Dr. Raiman is now at the Department of Inherited Metabolic Diseases, Birmingham Children's Hospital, UK. K.A. Delaney is now at Biomarin Pharmaceuticals, San Rafael, CA
| | - Jeffrey R Wozniak
- From the Departments of Pediatrics (K.K., I.N., V.K., K.A.D., J.B.E., E.G.S.), Psychiatry (J.R.W., B.A.M., K.O.L.), and Genetics and Metabolism (C.B.W.), University of Minnesota Medical Center; Division of Biostatistics (K.D.R.), University of Minnesota School of Public Health, Minneapolis; Department of Psychology (E.G.M., J.R.), Hospital for Sick Children-Toronto, Ontario, Canada; Department of Human Genetics (N.A., S.C.), Emory University, Atlanta, GA; and Division of Gastroenterology and Nutrition (P.H.), UCSF Benioff Children's Hospital Oakland, San Francisco, CA. Dr. Kovac is now at the School of Medicine, Washington University in St. Louis, MO. Dr. Raiman is now at the Department of Inherited Metabolic Diseases, Birmingham Children's Hospital, UK. K.A. Delaney is now at Biomarin Pharmaceuticals, San Rafael, CA
| | - Bryon A Mueller
- From the Departments of Pediatrics (K.K., I.N., V.K., K.A.D., J.B.E., E.G.S.), Psychiatry (J.R.W., B.A.M., K.O.L.), and Genetics and Metabolism (C.B.W.), University of Minnesota Medical Center; Division of Biostatistics (K.D.R.), University of Minnesota School of Public Health, Minneapolis; Department of Psychology (E.G.M., J.R.), Hospital for Sick Children-Toronto, Ontario, Canada; Department of Human Genetics (N.A., S.C.), Emory University, Atlanta, GA; and Division of Gastroenterology and Nutrition (P.H.), UCSF Benioff Children's Hospital Oakland, San Francisco, CA. Dr. Kovac is now at the School of Medicine, Washington University in St. Louis, MO. Dr. Raiman is now at the Department of Inherited Metabolic Diseases, Birmingham Children's Hospital, UK. K.A. Delaney is now at Biomarin Pharmaceuticals, San Rafael, CA
| | - Kelvin O Lim
- From the Departments of Pediatrics (K.K., I.N., V.K., K.A.D., J.B.E., E.G.S.), Psychiatry (J.R.W., B.A.M., K.O.L.), and Genetics and Metabolism (C.B.W.), University of Minnesota Medical Center; Division of Biostatistics (K.D.R.), University of Minnesota School of Public Health, Minneapolis; Department of Psychology (E.G.M., J.R.), Hospital for Sick Children-Toronto, Ontario, Canada; Department of Human Genetics (N.A., S.C.), Emory University, Atlanta, GA; and Division of Gastroenterology and Nutrition (P.H.), UCSF Benioff Children's Hospital Oakland, San Francisco, CA. Dr. Kovac is now at the School of Medicine, Washington University in St. Louis, MO. Dr. Raiman is now at the Department of Inherited Metabolic Diseases, Birmingham Children's Hospital, UK. K.A. Delaney is now at Biomarin Pharmaceuticals, San Rafael, CA
| | - Julie B Eisengart
- From the Departments of Pediatrics (K.K., I.N., V.K., K.A.D., J.B.E., E.G.S.), Psychiatry (J.R.W., B.A.M., K.O.L.), and Genetics and Metabolism (C.B.W.), University of Minnesota Medical Center; Division of Biostatistics (K.D.R.), University of Minnesota School of Public Health, Minneapolis; Department of Psychology (E.G.M., J.R.), Hospital for Sick Children-Toronto, Ontario, Canada; Department of Human Genetics (N.A., S.C.), Emory University, Atlanta, GA; and Division of Gastroenterology and Nutrition (P.H.), UCSF Benioff Children's Hospital Oakland, San Francisco, CA. Dr. Kovac is now at the School of Medicine, Washington University in St. Louis, MO. Dr. Raiman is now at the Department of Inherited Metabolic Diseases, Birmingham Children's Hospital, UK. K.A. Delaney is now at Biomarin Pharmaceuticals, San Rafael, CA
| | - Eva G Mamak
- From the Departments of Pediatrics (K.K., I.N., V.K., K.A.D., J.B.E., E.G.S.), Psychiatry (J.R.W., B.A.M., K.O.L.), and Genetics and Metabolism (C.B.W.), University of Minnesota Medical Center; Division of Biostatistics (K.D.R.), University of Minnesota School of Public Health, Minneapolis; Department of Psychology (E.G.M., J.R.), Hospital for Sick Children-Toronto, Ontario, Canada; Department of Human Genetics (N.A., S.C.), Emory University, Atlanta, GA; and Division of Gastroenterology and Nutrition (P.H.), UCSF Benioff Children's Hospital Oakland, San Francisco, CA. Dr. Kovac is now at the School of Medicine, Washington University in St. Louis, MO. Dr. Raiman is now at the Department of Inherited Metabolic Diseases, Birmingham Children's Hospital, UK. K.A. Delaney is now at Biomarin Pharmaceuticals, San Rafael, CA
| | - Julian Raiman
- From the Departments of Pediatrics (K.K., I.N., V.K., K.A.D., J.B.E., E.G.S.), Psychiatry (J.R.W., B.A.M., K.O.L.), and Genetics and Metabolism (C.B.W.), University of Minnesota Medical Center; Division of Biostatistics (K.D.R.), University of Minnesota School of Public Health, Minneapolis; Department of Psychology (E.G.M., J.R.), Hospital for Sick Children-Toronto, Ontario, Canada; Department of Human Genetics (N.A., S.C.), Emory University, Atlanta, GA; and Division of Gastroenterology and Nutrition (P.H.), UCSF Benioff Children's Hospital Oakland, San Francisco, CA. Dr. Kovac is now at the School of Medicine, Washington University in St. Louis, MO. Dr. Raiman is now at the Department of Inherited Metabolic Diseases, Birmingham Children's Hospital, UK. K.A. Delaney is now at Biomarin Pharmaceuticals, San Rafael, CA
| | - Nadia Ali
- From the Departments of Pediatrics (K.K., I.N., V.K., K.A.D., J.B.E., E.G.S.), Psychiatry (J.R.W., B.A.M., K.O.L.), and Genetics and Metabolism (C.B.W.), University of Minnesota Medical Center; Division of Biostatistics (K.D.R.), University of Minnesota School of Public Health, Minneapolis; Department of Psychology (E.G.M., J.R.), Hospital for Sick Children-Toronto, Ontario, Canada; Department of Human Genetics (N.A., S.C.), Emory University, Atlanta, GA; and Division of Gastroenterology and Nutrition (P.H.), UCSF Benioff Children's Hospital Oakland, San Francisco, CA. Dr. Kovac is now at the School of Medicine, Washington University in St. Louis, MO. Dr. Raiman is now at the Department of Inherited Metabolic Diseases, Birmingham Children's Hospital, UK. K.A. Delaney is now at Biomarin Pharmaceuticals, San Rafael, CA
| | - Stephanie Cagle
- From the Departments of Pediatrics (K.K., I.N., V.K., K.A.D., J.B.E., E.G.S.), Psychiatry (J.R.W., B.A.M., K.O.L.), and Genetics and Metabolism (C.B.W.), University of Minnesota Medical Center; Division of Biostatistics (K.D.R.), University of Minnesota School of Public Health, Minneapolis; Department of Psychology (E.G.M., J.R.), Hospital for Sick Children-Toronto, Ontario, Canada; Department of Human Genetics (N.A., S.C.), Emory University, Atlanta, GA; and Division of Gastroenterology and Nutrition (P.H.), UCSF Benioff Children's Hospital Oakland, San Francisco, CA. Dr. Kovac is now at the School of Medicine, Washington University in St. Louis, MO. Dr. Raiman is now at the Department of Inherited Metabolic Diseases, Birmingham Children's Hospital, UK. K.A. Delaney is now at Biomarin Pharmaceuticals, San Rafael, CA
| | - Paul Harmatz
- From the Departments of Pediatrics (K.K., I.N., V.K., K.A.D., J.B.E., E.G.S.), Psychiatry (J.R.W., B.A.M., K.O.L.), and Genetics and Metabolism (C.B.W.), University of Minnesota Medical Center; Division of Biostatistics (K.D.R.), University of Minnesota School of Public Health, Minneapolis; Department of Psychology (E.G.M., J.R.), Hospital for Sick Children-Toronto, Ontario, Canada; Department of Human Genetics (N.A., S.C.), Emory University, Atlanta, GA; and Division of Gastroenterology and Nutrition (P.H.), UCSF Benioff Children's Hospital Oakland, San Francisco, CA. Dr. Kovac is now at the School of Medicine, Washington University in St. Louis, MO. Dr. Raiman is now at the Department of Inherited Metabolic Diseases, Birmingham Children's Hospital, UK. K.A. Delaney is now at Biomarin Pharmaceuticals, San Rafael, CA
| | - Chester B Whitley
- From the Departments of Pediatrics (K.K., I.N., V.K., K.A.D., J.B.E., E.G.S.), Psychiatry (J.R.W., B.A.M., K.O.L.), and Genetics and Metabolism (C.B.W.), University of Minnesota Medical Center; Division of Biostatistics (K.D.R.), University of Minnesota School of Public Health, Minneapolis; Department of Psychology (E.G.M., J.R.), Hospital for Sick Children-Toronto, Ontario, Canada; Department of Human Genetics (N.A., S.C.), Emory University, Atlanta, GA; and Division of Gastroenterology and Nutrition (P.H.), UCSF Benioff Children's Hospital Oakland, San Francisco, CA. Dr. Kovac is now at the School of Medicine, Washington University in St. Louis, MO. Dr. Raiman is now at the Department of Inherited Metabolic Diseases, Birmingham Children's Hospital, UK. K.A. Delaney is now at Biomarin Pharmaceuticals, San Rafael, CA
| | - Elsa G Shapiro
- From the Departments of Pediatrics (K.K., I.N., V.K., K.A.D., J.B.E., E.G.S.), Psychiatry (J.R.W., B.A.M., K.O.L.), and Genetics and Metabolism (C.B.W.), University of Minnesota Medical Center; Division of Biostatistics (K.D.R.), University of Minnesota School of Public Health, Minneapolis; Department of Psychology (E.G.M., J.R.), Hospital for Sick Children-Toronto, Ontario, Canada; Department of Human Genetics (N.A., S.C.), Emory University, Atlanta, GA; and Division of Gastroenterology and Nutrition (P.H.), UCSF Benioff Children's Hospital Oakland, San Francisco, CA. Dr. Kovac is now at the School of Medicine, Washington University in St. Louis, MO. Dr. Raiman is now at the Department of Inherited Metabolic Diseases, Birmingham Children's Hospital, UK. K.A. Delaney is now at Biomarin Pharmaceuticals, San Rafael, CA
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Beaulieu C, Turcotte-Giroux A, Carrier-Toutant F, Brisson B, Jolicoeur P, De Beaumont L. Long-Term Effects of Concussions on Psychomotor Speed and Cognitive Control Processes During Motor Sequence Learning. J PSYCHOPHYSIOL 2019. [DOI: 10.1027/0269-8803/a000213] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Abstract. In asymptomatic multiple-concussion athletes, studies evidenced long-term impairments in psychomotor speed, motor sequence learning, and cognitive control processes, as indexed by the Error Negativity (Ne), also commonly referred to as the Error-related Negativity (ERN). In healthy controls, motor sequence learning during a Serial Reaction Time (SRT) task is associated with an increase in Ne/ERN amplitude. The objective of this paper is to investigate whether concussion effects on cognitive control are associated with sequence learning changes in asymptomatic multi-concussion athletes. Thirty-seven athletes (18 nonconcussed; 19 concussed) completed a SRT task during which continuous electroencephalographic (EEG) activity was recorded. Ne/ERN amplitude modulation from early to late learning blocks of the task was measured. Median reaction times (RTs) were computed to assess psychomotor speed and motor sequence learning. Psychomotor speed was significantly reduced in concussed athletes. Accentuated Ne/ERN amplitude from early to late learning blocks significantly correlated with motor sequence learning in nonconcussed athletes. In contrast, Ne/ERN amplitude was found to decrease significantly with task progression in concussed athletes who nonetheless achieved normal motor sequence learning. Multiple concussions detrimentally affect psychomotor speed. Unlike nonconcussed athletes, motor sequence learning in multi-concussion athletes was not associated with Ne/ERN amplitude modulation, indicating that cognitive control processes do not centrally contribute to learning of a motor sequence after repeated concussions.
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Affiliation(s)
- Christelle Beaulieu
- Department of Psychology, Université du Québec à Trois Rivières, Québec, Canada
| | | | | | - Benoit Brisson
- Department of Psychology, Université du Québec à Trois Rivières, Québec, Canada
| | - Pierre Jolicoeur
- Department of Psychology, Université de Montréal, Québec, Canada
| | - Louis De Beaumont
- Department of Psychology, Université du Québec à Trois Rivières, Québec, Canada
- Montreal Sacred Heart Hospital Research Centre, Québec, Canada
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48
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Myelin water imaging of moderate to severe diffuse traumatic brain injury. NEUROIMAGE-CLINICAL 2019; 22:101785. [PMID: 30927603 PMCID: PMC6444291 DOI: 10.1016/j.nicl.2019.101785] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/22/2018] [Revised: 03/08/2019] [Accepted: 03/16/2019] [Indexed: 11/24/2022]
Abstract
Traumatic axonal injury (TAI), a signature injury of traumatic brain injury (TBI), is increasingly known to involve myelin damage. The objective of this study was to demonstrate the clinical relevance of myelin water imaging (MWI) by first quantifying changes in myelin water after TAI and then correlating those changes with measures of injury severity and neurocognitive performance. Scanning was performed at 3 months post-injury in 22 adults with moderate to severe diffuse TBI and 30 demographically matched healthy controls using direct visualization of short transverse component (ViSTa) MWI. Fractional anisotropy (FA) and radial diffusivity (RD) were also obtained using diffusion tensor imaging. Duration of post-traumatic amnesia (PTA) and cognitive processing speed measured by the Processing Speed Index (PSI) from Wechsler Adult Intelligence Scale-IV, were assessed. A between-group comparison using Tract-Based Spatial Statistics revealed that there was a widespread reduction of apparent myelin water fraction (aMWF) in TBI, consistent with neuropathology involving TAI. The group difference map of aMWF yielded topography that was different from FA and RD. Importantly, aMWF demonstrated significant associations with PTA (r = −0.564, p = .006) and PSI (r = 0.452, p = .035). In conclusion, reduced myelin water, quantified by ViSTa MWI, is prevalent in moderate-to-severe diffuse TBI and could serve as a potential biomarker for injury severity and prediction of clinical outcomes. Apparent myelin water fraction (aMWF) was reduced after diffuse TBI. aMWF predicted processing speed in patients with diffuse TBI. Both aMWF and DTI metrics were significantly correlated with injury severity. aMWF showed only moderate correlations with DTI metrics.
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Greco T, Ferguson L, Giza C, Prins ML. Mechanisms underlying vulnerabilities after repeat mild traumatic brain injuries. Exp Neurol 2019; 317:206-213. [PMID: 30853388 DOI: 10.1016/j.expneurol.2019.01.012] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2018] [Revised: 01/17/2019] [Accepted: 01/20/2019] [Indexed: 11/16/2022]
Abstract
Traumatic brain injury (TBI) has drawn national attention for its high incidence and mechanistic complexity. The majority of TBI cases are "mild" in nature including concussions and mild TBI (mTBI). Concussions are a distinct form of mTBI where diagnosis is difficult, quantification of the incidence is challenging and there is greater risk for subsequent injuries. While concussions occur in the general population, it has become a hallmark injury consistently observed among adolescent and young adult athletes and the risks for repeat TBI (rTBI) is significant. Clinical and experimental evidence shows that the magnitude and duration of deficits is dependent on the number and the interval between injuries. Several studies suggest that metabolic vulnerabilities after injury may contribute to the window for cerebral vulnerability from rTBI. In addition to metabolism, this review addresses how age, sex and hormones also play an important role in the response to repeat concussions. Understanding how these factors collectively contribute to concussion and rTBI recovery is critically important in establishing age/sex appropriate return to play guidelines, injury prevention, therapeutic interventions and mitigation of long-term consequences of rTBI.
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Affiliation(s)
- T Greco
- UCLA Department of Neurosurgery, 300 Stein Plaza, Los Angeles, CA 90095, United States
| | - L Ferguson
- UCLA Department of Neurosurgery, 300 Stein Plaza, Los Angeles, CA 90095, United States
| | - C Giza
- UCLA Department of Neurosurgery, 300 Stein Plaza, Los Angeles, CA 90095, United States
| | - M L Prins
- UCLA Department of Neurosurgery, 300 Stein Plaza, Los Angeles, CA 90095, United States.
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50
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Zamani A, Mychasiuk R, Semple BD. Determinants of social behavior deficits and recovery after pediatric traumatic brain injury. Exp Neurol 2019; 314:34-45. [PMID: 30653969 DOI: 10.1016/j.expneurol.2019.01.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2018] [Revised: 12/29/2018] [Accepted: 01/12/2019] [Indexed: 12/15/2022]
Abstract
Traumatic brain injury (TBI) during early childhood is associated with a particularly high risk of developing social behavior impairments, including deficits in social cognition that manifest as reduced social interactions, with profound consequences for the individuals' quality of life. A number of pre-injury, post-injury, and injury-related factors have been identified or hypothesized to determine the extent of social behavior problems after childhood TBI. These include variables associated with the individual themselves (e.g. age, genetics, the injury severity, and extent of white matter damage), proximal environmental factors (e.g. family functioning, parental mental health), and more distal environmental factors (e.g. socioeconomic status, access to resources). In this review, we synthesize the available evidence demonstrating which of these determinants influence risk versus resilience to social behavior deficits after pediatric TBI, drawing upon the available clinical and preclinical literature. Injury-related pathology in neuroanatomical regions associated with social cognition and behaviors will also be described, with a focus on findings from magnetic resonance imaging and diffusion tensor imaging. Finally, study limitations and suggested future directions are highlighted. In summary, while no single variable can alone accurately predict the manifestation of social behavior problems after TBI during early childhood, an increased understanding of how both injury and environmental factors can influence social outcomes provides a useful framework for the development of more effective rehabilitation strategies aiming to optimize recovery for young brain-injured patients.
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Affiliation(s)
- Akram Zamani
- Department of Neuroscience, Monash University, Prahran, VIC, Australia
| | - Richelle Mychasiuk
- Department of Neuroscience, Monash University, Prahran, VIC, Australia; Department of Psychology, University of Calgary, Calgary, AB, Canada
| | - Bridgette D Semple
- Department of Neuroscience, Monash University, Prahran, VIC, Australia; Department of Medicine (Royal Melbourne Hospital), The University of Melbourne, Parkville, VIC, Australia.
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