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McCabe C, Dennis EL, Lindsey HM, Babikian T, Bickart K, Giza CC, Asarnow RF. Evidence Suggesting Prolonged Neuroinflammation in a Subset of Children after Moderate/Severe TBI: A UCLA RAPBI Study. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2025.01.20.25320782. [PMID: 39974138 PMCID: PMC11838928 DOI: 10.1101/2025.01.20.25320782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
Traumatic brain injury (TBI) presents a public health concern as a leading cause of death and disability in children. Pediatric populations are particularly vulnerable to adverse outcomes following TBI due to periods of rapid growth, synaptic pruning, and myelination. Pediatric patients with moderate-severe TBI (msTBI) and healthy controls were evaluated from the post-acute (2-5 months) to chronic phase (13-19 months) of recovery using diffusion magnetic resonance imaging (dMRI) and interhemispheric transfer time (IHTT), which is an event-related potential measure the speed of information transfer across the corpus callosum. We previously identified two subgroups of patients based on IHTT, with one group showing a significantly slower IHTT (TBI-slow), poorer cognitive performance, and progressive structural damage. In contrast, the other group (TBI-normal) did not differ from controls on IHTT or cognitive performance and showed relative structural recovery over time. Here, we examined group differences in restricted diffusion imaging (RDI), which is a dMRI metric sensitive to inflammation. Comparing TBI-slow, TBI-normal, and controls on RDI cross-sectionally, dMRI connectometry analysis revealed higher RDI across the white matter in the TBI-slow group compared to both the control and TBI-normal groups. Longitudinal analyses indicated that while both TBI groups exhibited a decrease in RDI over time, suggesting resolution of neuroinflammation and recovery, the decreases in the TBI-slow group were smaller. The differences in RDI between TBI-slow and TBI-normal suggest that inflammation may play a key role in the prolonged recovery, including brain structure, cognitive performance, and symptom reports, of pediatric patients with msTBI.
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Affiliation(s)
- Courtney McCabe
- Department of Neurology, University of Utah, Salt Lake City, UT
- George E. Wahlen Veterans Affairs Medical Center, Salt Lake City, UT
| | - Emily L Dennis
- Department of Neurology, University of Utah, Salt Lake City, UT
- George E. Wahlen Veterans Affairs Medical Center, Salt Lake City, UT
| | - Hannah M Lindsey
- Department of Neurology, University of Utah, Salt Lake City, UT
- George E. Wahlen Veterans Affairs Medical Center, Salt Lake City, UT
| | - Talin Babikian
- Department of Psychiatry and Biobehavioral Sciences, UCLA School of Medicine
- UCLA Steve Tisch Brain Sport Program
| | - Kevin Bickart
- UCLA Steve Tisch Brain Sport Program
- Department of Neurosurgery, David Geffen School of Medicine at UCLA
| | - Christopher C Giza
- UCLA Steve Tisch Brain Sport Program
- Department of Neurosurgery, David Geffen School of Medicine at UCLA
- Department of Pediatrics, Division of Neurology, UCLA Mattel Children's Hospital
| | - Robert F Asarnow
- UCLA Steve Tisch Brain Sport Program
- Brain Research Institute, UCLA, Los Angeles, CA
- Department of Psychology, UCLA, Los Angeles, CA
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Ignacio DA, Babikian T, Dennis EL, Bickart KC, Choe M, Snyder AR, Brown A, Giza CC, Asarnow RF. The neurocognitive correlates of DTI indicators of white matter disorganization in pediatric moderate-to-severe traumatic brain injury. Front Hum Neurosci 2024; 18:1470710. [PMID: 39545147 PMCID: PMC11560760 DOI: 10.3389/fnhum.2024.1470710] [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: 07/29/2024] [Accepted: 10/04/2024] [Indexed: 11/17/2024] Open
Abstract
Introduction Neuroimaging has expanded our understanding of pediatric brain disorders in which white matter organization and connectivity are crucial to functioning. Paralleling the known pathobiology of many neurodevelopmental disorders, traumatic brain injury (TBI) in childhood can alter trajectories of brain development. Specifically, diffusion tensor imaging (DTI) studies in TBI have demonstrated white matter (WM) abnormalities that suggest microstructural disruptions that may underlie atypical neurodevelopment. The neurocognitive correlates of these previous findings will be explored in this study. Methods Indicators of WM organization were collected in 44 pediatric patients with moderate/severe TBI and 76 controls over two post-injury time points: T1 (8-20 weeks) and T2 (54-96 weeks). Our previous work identified two TBI subgroups based on information processing differences: one with slower interhemispheric transfer times (IHTT) of visual information than controls and another with comparable IHTT. We extend this prior work by evaluating neurocognitive trajectories associated with divergent WM structure post-injury in slow and normal IHTT TBI subgroups. Results At T1, both TBI subgroups performed significantly worse than controls on a norm-referenced working memory index (WMI), but only the Normal IHTT TBI subgroup significantly improved over the 12-month follow-up period (p = 0.014) to match controls (p = 0.119). In contrast, the Slow IHTT TBI subgroup did not show any recovery in working memory performance over time and performed more poorly than the control group (p < 0.001) at T2. Improvement in one of the two WMI subtests was associated with DTI indicators of WM disorganization in CC tracts to the precentral, postcentral, frontal, and parietal cortices. IHTT and WM mean diffusivity predicted 79% of the variance in cognitive recovery from T1 to T2 when also accounting for other known predictors of TBI recovery. Discussion In the year following TBI, some pediatric patients experienced persisting working memory disturbance while others exhibited recovery; stratification was based on an event-related potential marker. More or less improvement in neurocognition was also associated with the degree of WM disorganization. IHTT, measured post-acutely after TBI, and progression of WM disorganization over time predicted neurocognitive trajectories at the chronic timeframe - potentially representing a prognostic biomarker.
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Affiliation(s)
- Daniel A. Ignacio
- Steve Tisch Brain SPORT Program, University of California, Los Angeles, Los Angeles, CA, United States
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, United States
| | - Talin Babikian
- Steve Tisch Brain SPORT Program, University of California, Los Angeles, Los Angeles, CA, United States
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, United States
| | - Emily L. Dennis
- Department of Neurology, School of Medicine, The University of Utah School of Medicine, Salt Lake City, UT, United States
| | - Kevin C. Bickart
- Steve Tisch Brain SPORT Program, University of California, Los Angeles, Los Angeles, CA, United States
- Department of Neurology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Meeryo Choe
- Steve Tisch Brain SPORT Program, University of California, Los Angeles, Los Angeles, CA, United States
- Division of Pediatric Neurology, UCLA Mattel Children’s Hospital, Los Angeles, Los Angeles, CA, United States
| | - Aliyah R. Snyder
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, United States
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, United States
| | - Anne Brown
- Steve Tisch Brain SPORT Program, University of California, Los Angeles, Los Angeles, CA, United States
- Division of Pediatric Neurology, UCLA Mattel Children’s Hospital, Los Angeles, Los Angeles, CA, United States
| | - Christopher C. Giza
- Steve Tisch Brain SPORT Program, University of California, Los Angeles, Los Angeles, CA, United States
- Division of Pediatric Neurology, UCLA Mattel Children’s Hospital, Los Angeles, Los Angeles, CA, United States
| | - Robert F. Asarnow
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, United States
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Studer M, Heussler M, Romano F, Lidzba K, Bigi S. Processing speed and its association with working memory and episodic memory 3-6 months after pediatric mild traumatic brain injury. Brain Inj 2024; 38:928-937. [PMID: 38819316 DOI: 10.1080/02699052.2024.2361626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 05/01/2024] [Accepted: 05/27/2024] [Indexed: 06/01/2024]
Abstract
OBJECTIVE Following mild traumatic brain injury (mTBI), children show reduced processing speed (PS). Evidence suggests that slowed PS after TBI is associated with working memory deficits. Our aim was to investigate several forms of PS and to examine its impact on working and episodic memory performance in children after mTBI. METHOD We included data of 64 children after mTBI and 57 healthy control children aged 8-16 years. PS (Color Naming, Coding, Symbol Search, Alertness) was compared between groups 1 week (T1) and 3-6 months (T2) after the injury; working and episodic memory outcome was compared between groups at T2. RESULTS Alertness at T1 and Color Naming at T1 and T2 were significantly reduced following mTBI compared to controls, although most group differences in PS disappeared when patients with previous impairments and mTBI were excluded. PS was predictive for episodic and working memory performance 3-6 months after injury, whereas group was a significant predictor of working memory. CONCLUSIONS Compared to healthy controls, children after mTBI showed reduced performance in verbal PS, which was associated with working memory. In children who are symptomatic after mTBI, diagnostic screening of PS could be helpful in identifying patients that could profit from speed-improving strategies.
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Affiliation(s)
- Martina Studer
- Department of Pediatric Neurology and Developmental Medicine, University Children's Hospital Basel UKBB, Basel, Switzerland
- Department of Neurology, Inselspital, Bern University Hospital, Bern, Switzerland
| | - Milena Heussler
- Division of Neuropaediatrics, Development and Rehabilitation, Department of Paediatrics, Inselspital, Bern University Hospital, Bern, Switzerland
| | - Fabrizio Romano
- Division of Paediatric Emergency Medicine, Department of Paediatrics, Inselspital, Bern University Hospital, Bern, Switzerland
| | - Karen Lidzba
- Division of Neuropaediatrics, Development and Rehabilitation, Department of Paediatrics, Inselspital, Bern University Hospital, Bern, Switzerland
| | - Sandra Bigi
- Division of Pediatric Neurology, Department of Pediatrics, Children's Hospital of Central Switzerland, Lucerne, Switzerland
- Institute for Social and Preventive Medicine, University of Bern, Bern, Switzerland
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Lidzba K, Afridi Z, Romano F, Wingeier K, Bigi S, Studer M. Impaired episodic verbal memory recall after 1 week and elevated forgetting in children after mild traumatic brain injury - results from a short-term longitudinal study. Front Psychol 2024; 15:1359566. [PMID: 38887630 PMCID: PMC11182044 DOI: 10.3389/fpsyg.2024.1359566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 05/10/2024] [Indexed: 06/20/2024] Open
Abstract
Objective There is preliminary evidence that children after traumatic brain injury (TBI) have accelerated long-term forgetting (ALF), i.e., an adequate learning and memory performance in standardized memory tests, but an excessive rate of forgetting over delays of days or weeks. The main aim of this study was to investigate episodic memory performance, including delayed retrieval 1 week after learning, in children after mild TBI (mTBI). Methods This prospective study with two time-points (T1: 1 week after injury and T2: 3-6 months after injury), included data of 64 children after mTBI and 57 healthy control children aged between 8 and 16 years. We assessed episodic learning and memory using an auditory word learning test and compared executive functions (interference control, working memory, semantic fluency and flexibility) and divided attention between groups. We explored correlations between memory performance and executive functions. Furthermore, we examined predictive factors for delayed memory retrieval 1 week after learning as well as for forgetting over time. Results Compared to healthy controls, patients showed an impaired delayed recall and recognition performance 3-6 months after injury. Executive functions, but not divided attention, were reduced in children after mTBI. Furthermore, parents rated episodic memory as impaired 3-6 months after injury. Additionally, verbal learning and group, but not executive functions, were predictive for delayed recall performance at both time-points, whereas forgetting was predicted by group. Discussion Delayed recall and forgetting over time were significantly different between groups, both post-acutely and in the chronic phase after pediatric mTBI, even in a very mildly injured patient sample. Delayed memory performance should be included in clinical evaluations of episodic memory and further research is needed to understand the mechanisms of ALF.
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Affiliation(s)
- Karen Lidzba
- Division of Neuropediatrics, Development and Rehabilitation, Department of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Zainab Afridi
- Division of Neuropediatrics, Development and Rehabilitation, Department of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Fabrizio Romano
- Division of Paediatric Emergency Medicine, Department of Paediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Kevin Wingeier
- Department of Psychosomatics and Psychiatry, University Children’s Hospital Zurich, Zürich, Switzerland
| | - Sandra Bigi
- Institute for Social and Preventive Medicine, University of Bern, Bern, Switzerland
- Division of Pediatric Neurology, Department of Pediatrics, Children’s Hospital of Central Switzerland, Lucerne, Switzerland
| | - Martina Studer
- Department of Pediatric Neurology and Developmental Medicine, University Children’s Hospital Basel (UKBB), Basel, Switzerland
- Department of Clinical Research, University of Basel, Basel, Switzerland
- Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Department of Psychology, University of Basel, Basel, Switzerland
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Drury KM, Hall TA, Orwoll B, Adhikary S, Kirby A, Williams CN. Exposure to Sedation and Analgesia Medications: Short-term Cognitive Outcomes in Pediatric Critical Care Survivors With Acquired Brain Injury. J Intensive Care Med 2024; 39:374-386. [PMID: 37885235 PMCID: PMC11132562 DOI: 10.1177/08850666231210261] [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]
Abstract
Background/Objective: Pediatric intensive care unit (PICU) survivors risk significant cognitive morbidity, particularly those with acquired brain injury (ABI) diagnoses. Studies show sedative and analgesic medication may potentiate neurologic injury, but few studies evaluate impact on survivor outcomes. This study aimed to evaluate whether exposures to analgesic and sedative medications are associated with worse neurocognitive outcome. Methods: A retrospective cohort study was conducted of 91 patients aged 8 to 18 years, undergoing clinical neurocognitive evaluation approximately 1 to 3 months after PICU discharge. Electronic health data was queried for sedative and analgesic medication exposures, including opioids, benzodiazepines, propofol, ketamine, and dexmedetomidine. Doses were converted to class equivalents, evaluated by any exposure and cumulative dose exposure per patient weight. Cognitive outcome was derived from 8 objective cognitive assessments with an emphasis on executive function skills using Principal Components Analysis. Then, linear regression was used to control for baseline cognitive function estimates to calculate a standardized residualized neurocognitive index (rNCI) z-score. Multivariable linear regression evaluated the association between rNCI and medication exposure controlling for covariates. Significance was defined as P < .05. Results: Most (n = 80; 88%) patients received 1 or more study medications. Any exposure and higher cumulative doses of benzodiazepine and ketamine were significantly associated with worse rNCI in bivariate analyses. When controlling for Medicaid, preadmission comorbid conditions, length of stay, delirium, and receipt of other medication classes, receipt of benzodiazepine was associated with significantly worse rNCI (β-coefficient = -0.48, 95% confidence interval = -0.88, -0.08). Conclusions: Exposure to benzodiazepines was independently associated with worse acute phase cognitive outcome using objective assessments focused on executive function skills when controlling for demographic and illness characteristics. Clinician decisions regarding medication regimens in the PICU may serve as a modifiable factor to improve outcomes. Additional inquiry into associations with long-term cognitive outcome and optimal medication regimens is needed.
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Affiliation(s)
- Kurt M. Drury
- Department of Pediatrics, Division of Critical Care, Oregon Health & Science University
- Pediatric Critical Care and Neurotrauma Recovery Program, Oregon Health & Science University
| | - Trevor A. Hall
- Pediatric Critical Care and Neurotrauma Recovery Program, Oregon Health & Science University
- Department of Pediatrics, Division of Pediatric Psychology, Oregon Health & Science University
| | - Benjamin Orwoll
- Department of Pediatrics, Division of Critical Care, Oregon Health & Science University
| | - Sweta Adhikary
- Pediatric Critical Care and Neurotrauma Recovery Program, Oregon Health & Science University
- School of Medicine, Oregon Health and Science University
| | - Aileen Kirby
- Department of Pediatrics, Division of Critical Care, Oregon Health & Science University
| | - Cydni N. Williams
- Department of Pediatrics, Division of Critical Care, Oregon Health & Science University
- Pediatric Critical Care and Neurotrauma Recovery Program, Oregon Health & Science University
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Giza CC, Gioia G, Cook LJ, Asarnow R, Snyder A, Babikian T, Thompson P, Bazarian JJ, Whitlow CT, Miles CM, Otallah S, Kamins J, Didehbani N, Rosenbaum PE, Chrisman SP, Vaughan CG, Cullum M, Popoli DM, Choe M, Gill J, Dennis EL, Donald CLM, Rivara FP. CARE4Kids Study: Endophenotypes of Persistent Post-Concussive Symptoms in Adolescents: Study Rationale and Protocol. J Neurotrauma 2024; 41:171-185. [PMID: 37463061 PMCID: PMC11071085 DOI: 10.1089/neu.2023.0073] [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: 07/20/2023] Open
Abstract
Treatment of youth concussion during the acute phase continues to evolve, and this has led to the emergence of guidelines to direct care. While symptoms after concussion typically resolve in 14-28 days, a portion (∼20%) of adolescents endorse persistent post-concussive symptoms (PPCS) beyond normal resolution. This report outlines a study implemented in response to the National Institute of Neurological Diseases and Stroke call for the development and initial clinical validation of objective biological measures to predict risk of PPCS in adolescents. We describe our plans for recruitment of a Development cohort of 11- to 17-year-old youth with concussion, and collection of autonomic, neurocognitive, biofluid, and imaging biomarkers. The most promising of these measures will then be validated in a separate Validation cohort of youth with concussion, and a final, clinically useful algorithm will be developed and disseminated. Upon completion of this study, we will have generated a battery of measures predictive of high risk for PPCS, which will allow for identification and testing of interventions to prevent PPCS in the most high-risk youth.
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Affiliation(s)
- Christopher C. Giza
- Department of Neurology, UCLA School of Medicine, University of California Los Angeles, Los Angeles, California, USA
- Department of Neurosurgery, UCLA School of Medicine, University of California Los Angeles, Los Angeles, California, USA
- UCLA BrainSPORT Program, Los Angeles, California, USA
| | - Gerard Gioia
- Department of Neuropsychology, Children's National Hospital and George Washington University School of Medicine, Washington, DC, USA
| | - Lawrence J. Cook
- Department of Pediatric Critical Care, University of Utah, Salt Lake City, Utah, USA
| | - Robert Asarnow
- Department of Psychiatry and Biobehavioral Sciences, UCLA School of Medicine, University of California Los Angeles, Los Angeles, California, USA
- Department of Psychology, UCLA School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Aliyah Snyder
- UCLA BrainSPORT Program, Los Angeles, California, USA
- Departent of Clinical and Health Psychology, University of Florida, Gainesville, Florida, USA
- Fixel Institute, University of Florida, Gainesville, Florida, USA
| | - Talin Babikian
- Department of Psychiatry and Biobehavioral Sciences, UCLA School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Paul Thompson
- Departments of Ophthalmology, Neurology, Psychiatry and the Behavioral Sciences, and Radiology and Engineering, University of Southern California, Los Angeles, California, USA
| | - Jeffery J. Bazarian
- Department of Emergency Medicine, University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | - Christopher T. Whitlow
- Department of Radiology, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist, Winston-Salem, North Carolina, USA
- Department of Biostatistics and Data Science, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist, Winston-Salem, North Carolina, USA
| | - Christopher M. Miles
- Department of Family and Community Medicine, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist, Winston-Salem, North Carolina, USA
| | - Scott Otallah
- Department of Neurology, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist, Winston-Salem, North Carolina, USA
| | - Joshua Kamins
- Department of Neurology, UCLA School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Nyaz Didehbani
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Department of Physical Medicine and Rehabilitation, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Philip E. Rosenbaum
- Department of Neurosurgery, UCLA School of Medicine, University of California Los Angeles, Los Angeles, California, USA
- UCLA BrainSPORT Program, Los Angeles, California, USA
| | - Sara P.D. Chrisman
- Department of Pediatrics, University of Washington School of Medicine University of Washington, Seattle, Washington, USA
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, Seattle, Washington, USA
| | - Christopher G. Vaughan
- Department of Neuropsychology, Children's National Hospital and George Washington University School of Medicine, Washington, DC, USA
- Children's National Hospital, Washington, DC, USA
| | - Munro Cullum
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Department of Neurosurgery, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - David M. Popoli
- Department of Orthopedics and Rehabilitation, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist, Winston-Salem, North Carolina, USA
| | - Meeryo Choe
- Department of Pediatric Neurology, UCLA School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Jessica Gill
- School of Nursing, Johns Hopkins University, Baltimore, Maryland, USA
| | - Emily L. Dennis
- TBI and Concussion Center, University of Utah, Salt Lake City, Utah, USA
- Department of Neurology, University of Utah, Salt Lake City, Utah, USA
| | - Christine L. Mac Donald
- Department of Neurological Surgery, University of Washington School of Medicine University of Washington, Seattle, Washington, USA
| | - Frederick P. Rivara
- Department of Pediatrics, University of Washington School of Medicine University of Washington, Seattle, Washington, USA
- Department of Epidemiology, University of Washington School of Medicine University of Washington, Seattle, Washington, USA
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, Seattle, Washington, USA
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Segev S, Silberg T, Bar O, Erez N, Ahonniska-Assa J, Brezner A, Landa J. Prolonged duration of post-traumatic amnesia: A sensitive classification for predicting cognitive outcomes in children recovering from traumatic brain injury. J Int Neuropsychol Soc 2023; 29:831-838. [PMID: 36781415 DOI: 10.1017/s1355617723000024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
Abstract
OBJECTIVE A paucity of data exists regarding the duration of post-traumatic amnesia (PTA) as a predictor of cognitive functioning among children after traumatic brain injury (TBI). The study aimed to assess the relationship between PTA duration and areas of neurocognitive function among the pediatric population in the sub-acute phase of recovery and rehabilitation. METHODS Data were collected from medical files on 103 children aged 5.5-16.5 hospitalized at a pediatric rehabilitation department with a diagnosis of moderate-severe TBI (msTBI) between the years 2004-2019. The Children Orientation and Amnesia Test was used to evaluate PTA duration. Measures of high-order cognitive abilities of attention and executive function were collected using the Test of Everyday Attention-Child version (TEA-Ch). RESULTS Three PTA duration groups were assembled out of a cluster analysis: "Long PTA" (M = 21 days), "Very Long PTA" (M = 47 days), and "Extremely Long PTA" (M = 94 days). Analyses revealed that the "Long PTA" group preformed significantly better than the "Very Long PTA" and "Extremely Long PTA" groups on all TEA-Ch measures, that is, Selective Attention, Attentional Control Switching, and Sustained Attention. CONCLUSIONS This study is the first to demonstrate that PTA duration is a useful predictor of high-order cognitive functions among children with msTBI in the sub-acute phase of recovery and rehabilitation. The findings emphasize the importance of using a more sensitive classification of prolonged PTA durations to improve outcome prediction and allocation of resources to those who can benefit most after severe brain injuries.
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Affiliation(s)
- Shira Segev
- Department of Pediatric Rehabilitation, The Edmond and Lily Safra Children's Hospital, Chaim Sheba Medical Center, Ramat Gan, Israel
| | - Tamar Silberg
- Department of Pediatric Rehabilitation, The Edmond and Lily Safra Children's Hospital, Chaim Sheba Medical Center, Ramat Gan, Israel
- Department of Psychology, Bar-Ilan University, Ramat Gan, Israel
| | - Orly Bar
- Chaim Sheba Medical Center, Ramat Gan, Israel
| | - Neta Erez
- Department of Pediatric Rehabilitation, The Edmond and Lily Safra Children's Hospital, Chaim Sheba Medical Center, Ramat Gan, Israel
| | - Jaana Ahonniska-Assa
- Department of Pediatric Rehabilitation, The Edmond and Lily Safra Children's Hospital, Chaim Sheba Medical Center, Ramat Gan, Israel
- The School of Behavioral Sciences, The Academic College of Tel Aviv Yaffo, Tel Aviv-Yafo, Israel
| | - Amichai Brezner
- Department of Pediatric Rehabilitation, The Edmond and Lily Safra Children's Hospital, Chaim Sheba Medical Center, Ramat Gan, Israel
| | - Jana Landa
- Department of Pediatric Rehabilitation, The Edmond and Lily Safra Children's Hospital, Chaim Sheba Medical Center, Ramat Gan, Israel
- The Sackler School of Medicine, Tel Aviv University, Ramat Aviv, Israel
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Hall TA, Greene RK, Lee JB, Leonard S, Bradbury KR, Drury K, Recht G, Randall J, Norr ME, Williams CN. Post-Intensive Care Syndrome in a Cohort of School-Aged Children and Adolescent ICU Survivors: The Importance of Follow-up in the Acute Recovery Phase. J Pediatr Intensive Care 2022. [DOI: 10.1055/s-0042-1747935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
Abstract
AbstractPediatric intensive care unit (PICU) survivors experience a collection of physical, cognitive, emotional, and social symptoms named post-intensive care syndrome (PICS). We aimed to quantify PICS morbidities from multiple stakeholder perspectives across domains. Using physician, neuropsychologist, and parent/caregiver-completed outcome measures across domains in a cross-sectional analysis of 186 children between the ages of 8 and 19 years with data from a PICU follow-up clinic 1 to 3 months after PICU discharge, we quantified PICS morbidities and used Spearman correlation to evaluate interdependence of PICS domains. Compared with pre-hospitalization functioning, new PICS-related morbidities were observed and significant correlations were identified between the PICS domains. Results highlight the need to identify and support patients and families for multiple morbidities simultaneously across all relevant PICS domains; moreover, an important divergence between caregiver report, physician, and neuropsychologist assessment was also found, showcasing the importance of multiple assessments and perspectives. New PICS morbidities across domains are common after discharge from the PICU, and timely follow-up care is needed that involves collaboration/integration of physicians, neuropsychologists, youth, and families to effectively identify and treat PICS-related issues.
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Affiliation(s)
- Trevor A. Hall
- Division of Pediatric Psychology, Department of Pediatrics, Oregon Health & Science University, Portland, Oregon, United States
- Pediatric Critical Care and Neurotrauma Recovery Program, Oregon Health & Science University, Portland, Oregon, United States
| | - Rachel K. Greene
- Division of Pediatric Psychology, Department of Pediatrics, Oregon Health & Science University, Portland, Oregon, United States
| | - Justin B. Lee
- Division of Pediatric Psychology, Department of Pediatrics, Oregon Health & Science University, Portland, Oregon, United States
| | - Skyler Leonard
- Division of Pediatric Psychology, Department of Pediatrics, Oregon Health & Science University, Portland, Oregon, United States
| | - Kathryn R. Bradbury
- Children's Neuropsychological Services, Andover, Massachusetts, United States
| | - Kurt Drury
- Pediatric Critical Care and Neurotrauma Recovery Program, Oregon Health & Science University, Portland, Oregon, United States
- Division of Critical Care, Department of Pediatrics, Oregon Health & Science University, Portland, Oregon, United States
| | - Grace Recht
- Pediatric Critical Care and Neurotrauma Recovery Program, Oregon Health & Science University, Portland, Oregon, United States
| | - Julie Randall
- Pediatric Critical Care and Neurotrauma Recovery Program, Oregon Health & Science University, Portland, Oregon, United States
| | - Megan E. Norr
- Division of Pediatric Psychology, Department of Pediatrics, Oregon Health & Science University, Portland, Oregon, United States
| | - Cydni N. Williams
- Pediatric Critical Care and Neurotrauma Recovery Program, Oregon Health & Science University, Portland, Oregon, United States
- Division of Critical Care, Department of Pediatrics, Oregon Health & Science University, Portland, Oregon, United States
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Shao S, Guo T, Li F, Zhao Z, Li J, Wang X. Experimental study on the therapeutic effect of BDNF gene-carrying nanoparticles on traumatic brain injury. APPLIED NANOSCIENCE 2022. [DOI: 10.1007/s13204-022-02405-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
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10
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Zonfrillo MR, Haarbauer-Krupa J, Wang J, Durbin D, Jaffe KM, Temkin N, Bell M, Tulsky DS, Bertisch H, Yeates KO, Rivara FP. Effect of parental education and household poverty on recovery after traumatic brain injury in school-aged children. Brain Inj 2021; 35:1371-1381. [PMID: 34529550 DOI: 10.1080/02699052.2021.1972141] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
OBJECTIVE While prior studies have found parental socioeconomic status (SES) affects the outcomes of pediatric traumatic brain injury (TBI), the longitudinal trajectory of this effect is not well understood. METHODS This prospective cohort study included children 8-18 years of age admitted to six sites with a complicated mild (n = 123) or moderate-severe TBI (n = 47). We used caregiver education and household poverty level as predictors, and multiple quality of life and health behavior domains as outcomes. Differences at 6, 12, and 24 months from baseline ratings of pre-injury functioning were compared by SES. We examined the association between measures of SES and domains of functioning over the 24 months post-injury in children with a complicated mild or moderate- severe TBI, and determined how this association varied over time. RESULTS Parental education was associated with recovery among children with complicated mild TBI; outcomes at 6, 12, and 24 months were substantially poorer than at baseline for children with the least educated parents. After moderate-severe TBI, children in households with lower incomes had poorer outcomes compared to baseline across time. IMPLICATIONS Parental education and household income were associated with recovery trajectories for children with TBI of varying severity.
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Affiliation(s)
- Mark R Zonfrillo
- Departments of Emergency Medicine and Pediatrics, Hasbro Children's Hospital and the Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - Juliet Haarbauer-Krupa
- National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Jin Wang
- The Harborview Injury Prevention and Research Center, University of Washington, Seattle, Washington, USA.,Department of Pediatrics, University of Washington, Seattle, Washington, USA
| | - Dennis Durbin
- Department of Pediatrics, Nationwide Children's Hospital and the Ohio State University College of Medicine, Columbus, Ohio, USA
| | - Kenneth M Jaffe
- The Harborview Injury Prevention and Research Center, University of Washington, Seattle, Washington, USA.,Department of Rehabilitation Medicine, University of Washington, Seattle, Washington, USA
| | - Nancy Temkin
- Departments of Neurological Surgery and Biostatistics, University of Washington, Seattle, Washington, USA
| | - Michael Bell
- Departments of Pediatrics, Children's National Medical Center, Washington, DC, USA
| | - David S Tulsky
- Center on Assessment Research and Translation, Departments of Physical Therapy and Psychological and Brain Sciences, University of Delaware, Newark, Delaware, USA
| | - Hilary Bertisch
- The Zucker Hillside Hospital, Northwell Health, Glen Oaks, New York, New York
| | - Keith Owen Yeates
- Department of Psychology, Hotchkiss Brain Institute, and Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta, USA
| | - Frederick P Rivara
- The Harborview Injury Prevention and Research Center, University of Washington, Seattle, Washington, USA.,Department of Pediatrics, University of Washington, Seattle, Washington, USA.,Center on Assessment Research and Translation, Departments of Physical Therapy and Psychological and Brain Sciences, University of Delaware, Newark, Delaware, USA
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11
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Câmara-Costa H, Viot S, Francillette L, Opatowski M, Toure H, Brugel D, Laurent-Vannier A, Meyer P, Watier L, Dellatolas G, Chevignard M. Memory functioning 7 years after severe childhood traumatic brain injury: Results of the Traumatisme Grave de l'Enfant study. J Neuropsychol 2021; 16:183-210. [PMID: 33856121 DOI: 10.1111/jnp.12247] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
OBJECTIVE To explore memory functioning 7 years after severe paediatric traumatic brain injury (TBI), associated factors, and relationships with other outcomes. METHOD Children aged 0-15 years (n = 65), consecutively admitted over a 3-year period in a single trauma centre, who survived after severe non-inflicted TBI, were included in a prospective longitudinal study. Memory assessments were performed 7 years post-injury using the Children's Memory Scale or the Wechsler Memory Scale (WMS IV), according to age. The General Memory Score (GMS-7) was the primary outcome. RESULTS Thirty-seven patients were available for assessment at 7 years post-injury. Mean GMS-7 was in the low average range (M = 84.9, SD = 12.1). Lower GMS-7 was significantly associated with markers of higher injury severity, such as length of coma. One year post-injury functional and disability outcomes explained 74% of the variance of GMS-7. Concurrent intellectual ability and type of ongoing education correlated strongly with GMS-7. Age at injury and parental education were not associated with memory outcome. CONCLUSIONS Memory functioning is variable but often strongly impaired several years after severe paediatric TBI, and is mostly related to injury severity, functional outcomes measured 1 year post-injury, and concomitant cognitive and educational outcomes. GMS-7 was lower at 7 years than one year post-injury, supporting the importance of long term follow-up.
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Affiliation(s)
- Hugo Câmara-Costa
- Sorbonne Université, CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, Paris, France.,Sorbonne Université, GRC 24 Handicap Moteur et Cognitif et Réadaptation (HaMCre), Paris, France
| | - Solène Viot
- Rehabilitation Department for Children with Acquired Brain Injury, and Outreach team for Children and Adolescents with Acquired Brain Injury, Hôpitaux de Saint Maurice, Saint Maurice, France.,Physical and Rehabilitation Medicine Unit, Bordeaux University Hospital, Bordeaux, France
| | - Leila Francillette
- Sorbonne Université, CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, Paris, France
| | - Marion Opatowski
- Biostatistics, Biomathematics, Pharmacoepidemiology and Infectious Diseases (B2PHI), INSERM. UVSQ, Institut Pasteur, Université Paris-Saclay, Paris, France
| | - Hanna Toure
- Rehabilitation Department for Children with Acquired Brain Injury, and Outreach team for Children and Adolescents with Acquired Brain Injury, Hôpitaux de Saint Maurice, Saint Maurice, France
| | - Dominique Brugel
- Rehabilitation Department for Children with Acquired Brain Injury, and Outreach team for Children and Adolescents with Acquired Brain Injury, Hôpitaux de Saint Maurice, Saint Maurice, France
| | - Anne Laurent-Vannier
- Rehabilitation Department for Children with Acquired Brain Injury, and Outreach team for Children and Adolescents with Acquired Brain Injury, Hôpitaux de Saint Maurice, Saint Maurice, France
| | - Philippe Meyer
- Pediatric Anesthesiology Department, Hôpital Necker Enfants Malades, Paris, France.,Faculté de Médecine René Descartes, Université Paris 5, Paris, France
| | - Laurence Watier
- Biostatistics, Biomathematics, Pharmacoepidemiology and Infectious Diseases (B2PHI), INSERM. UVSQ, Institut Pasteur, Université Paris-Saclay, Paris, France
| | - Georges Dellatolas
- Sorbonne Université, GRC 24 Handicap Moteur et Cognitif et Réadaptation (HaMCre), Paris, France
| | - Mathilde Chevignard
- Sorbonne Université, CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, Paris, France.,Sorbonne Université, GRC 24 Handicap Moteur et Cognitif et Réadaptation (HaMCre), Paris, France.,Rehabilitation Department for Children with Acquired Brain Injury, and Outreach team for Children and Adolescents with Acquired Brain Injury, Hôpitaux de Saint Maurice, Saint Maurice, France
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12
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Blackwell LS, Shishido Y, Howarth R. Cognitive recovery of children and adolescents with moderate to severe TBI during inpatient rehabilitation. Disabil Rehabil 2020; 44:1035-1041. [PMID: 32649219 DOI: 10.1080/09638288.2020.1788176] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
OBJECTIVE Traumatic brain injury (TBI) is the leading cause of morbidity and mortality in children and adolescents. This study examines the early cognitive-linguistic recovery of pediatric patients who sustained TBI and required inpatient rehabilitation and investigates the contribution of various demographic, clinical, and preinjury factors to recovery. METHODS A retrospective chart review of children and adolescents, ages 3-20 years, admitted to an inpatient rehabilitation unit. Acute outcomes were assessed at admission and discharge using the WeeFIM and CALS. Premorbid measures of behavioral and emotional functioning were also collected. RESULTS One hundred and one children and adolescents (mean age = 12.31, SD = 4.46) diagnosed with TBI requiring inpatient rehabilitation were included. Patients displayed significant improvements on cognitive-linguistic skills and functional independence between admission and discharge, with medium to large effect sizes. Premorbid behavioral-emotional functioning was not found to be associated with early cognitive recovery. CONCLUSION Results suggest that significant functional improvements can be expected for pediatric patients with TBI during inpatient rehabilitation. Consistent with previous literature, injury severity was significantly related to acute outcomes. In conjunction with the WeeFIM, the CALS appears to be a meaningful complement for assessing and monitoring cognitive-linguistic skills during inpatient rehabilitation.Implications for RehabiliationOur study provides support for the utility of the CALS to assess cognitive recovery during inpatient rehabilitation following moderate to severe TBI.Injury severity and not pre-injury functioning or demographic variables was related to worse scores on the CALS at discharge.Using a measure sensitive to change over admission, such as the CALS, can inform treatment planning.
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Affiliation(s)
- Laura S Blackwell
- Department of Neuropsychology, Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - Yuri Shishido
- Department of Neuropsychology, Kennedy Krieger Institute, Baltimore, MA, USA.,Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MA, USA
| | - Robyn Howarth
- Department of Neuropsychology, Children's Healthcare of Atlanta, Atlanta, GA, USA
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13
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Lanesman TH, Schrieff LE. Implementation of an attention training programme with a sample of children who have sustained traumatic brain injuries in South Africa: A pilot study. Neuropsychol Rehabil 2020; 31:1466-1494. [PMID: 32615054 DOI: 10.1080/09602011.2020.1782233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
This pilot study evaluated the feasibility of implementing an attention-training programme for children who have sustained moderate-to-severe traumatic brain injuries (TBIs) in a South African context. We compared the performance on the programme of children with TBI (TBI Intervention Group) to children who had been diagnosed with Attention Deficit Hyperactivity Disorder (ADHD Intervention Group), a TBI Art group and a TBI No-intervention Group (n=5 in each group) in this preliminary study. Children in the two Intervention Groups participated in the "Pay Attention!" programme for 45 minutes twice a week for 12 weeks. All children were aged 6-8 years and underwent neuropsychological testing pre- and post-intervention. Behavioural data were collected from parents. Children in the ADHD Intervention Group showed individual clinically significant attentional improvements on measures of the Conners' Continuous Performance Test II using the Reliable Change Index (≥ 2.58 SD). Despite mixed results, the pilot study demonstrates that implementing a cognitive rehabilitation programme in South Africa is feasible and necessary, despite limited infrastructure and access to resources.
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Affiliation(s)
- Talia H Lanesman
- ACSENT Laboratory, Department of Psychology, University of Cape Town, Rondebosch, South Africa
| | - Leigh E Schrieff
- ACSENT Laboratory, Department of Psychology, University of Cape Town, Rondebosch, South Africa
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14
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Olsen A, Babikian T, Dennis EL, Ellis-Blied MU, Giza C, Marion SD, Mink R, Johnson J, Babbitt CJ, Thompson PM, Asarnow RF. Functional Brain Hyperactivations Are Linked to an Electrophysiological Measure of Slow Interhemispheric Transfer Time after Pediatric Moderate/Severe Traumatic Brain Injury. J Neurotrauma 2019; 37:397-409. [PMID: 31469049 PMCID: PMC6964811 DOI: 10.1089/neu.2019.6532] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Increased task-related blood oxygen level dependent (BOLD) activation is commonly observed in functional magnetic resonance imaging (fMRI) studies of moderate/severe traumatic brain injury (msTBI), but the functional relevance of these hyperactivations and how they are linked to more direct measures of neuronal function remain largely unknown. Here, we investigated how working memory load (WML)-dependent BOLD activation was related to an electrophysiological measure of interhemispheric transfer time (IHTT) in a sample of 18 msTBI patients and 26 demographically matched controls from the UCLA RAPBI (Recovery after Pediatric Brain Injury) study. In the context of highly similar fMRI task performance, a subgroup of TBI patients with slow IHTT had greater BOLD activation with higher WML than both healthy control children and a subgroup of msTBI patients with normal IHTT. Slower IHTT treated as a continuous variable was also associated with BOLD hyperactivation in the full TBI sample and in controls. Higher WML-dependent BOLD activation was related to better performance on a clinical cognitive performance index, an association that was more pronounced within the patient group with slow IHTT. Our previous work has shown that a subgroup of children with slow IHTT after pediatric msTBI has increased risk for poor white matter organization, long-term neurodegeneration, and poor cognitive outcome. BOLD hyperactivations after msTBI may reflect neuronal compensatory processes supporting higher-order capacity demanding cognitive functions in the context of inefficient neuronal transfer of information. The link between BOLD hyperactivations and slow IHTT adds to the multi-modal validation of this electrophysiological measure as a promising biomarker.
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Affiliation(s)
- Alexander Olsen
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, California.,Department of Psychology, NTNU, Norwegian University of Science and Technology, Trondheim, Norway.,Department of Physical Medicine and Rehabilitation, St. Olav's Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Talin Babikian
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, California.,UCLA Steve Tisch BrainSPORT Program, Los Angeles, California
| | - Emily L Dennis
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, California.,Psychiatry Neuroimaging Laboratory, Brigham & Women's Hospital, Boston, Massachusetts.,Stanford Neurodevelopment, Affect, and Psychopathology Laboratory, Stanford, California.,Imaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, California
| | - Monica U Ellis-Blied
- Fuller Theological Seminary School of Psychology, Pasadena, California.,Loma Linda VA Healthcare System, Loma Linda, California
| | - Christopher Giza
- UCLA Steve Tisch BrainSPORT Program, Los Angeles, California.,UCLA Mattel Children's Hospital, Los Angeles, California.,Departments of Pediatrics and Neurosurgery, David Geffen School of Medicine at UCLA, UCLA, Los Angeles, California
| | - Sarah DeBoard Marion
- Department of Psychology, Northwest Nazarene University, Nampa, Idaho.,Elk's Rehabilitation Hospital, St. Luke's Health System, Boise, Idaho
| | - Richard Mink
- Department of Pediatrics, Harbor-UCLA Medical Center and Los Angeles Biomedical Research Institute, Torrance, California
| | - Jeffrey Johnson
- Department of Pediatrics LAC+USC Medical Center and Keck School of Medicine, Los Angeles, California
| | | | - Paul M Thompson
- Imaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, California
| | - Robert F Asarnow
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, California.,Department of Psychology, UCLA, Los Angeles, California.,Brain Research Institute, UCLA, Los Angeles, California
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15
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Lee SWY, Ming Y, Jain S, Chee SY, Teo K, Chou N, Lwin S, Yeo TT, Nga VDW. Factors Predicting Outcomes in Surgically Treated Pediatric Traumatic Brain Injury. Asian J Neurosurg 2019; 14:737-743. [PMID: 31497094 PMCID: PMC6703029 DOI: 10.4103/ajns.ajns_2_19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Introduction Traumatic brain injury (TBI) is a common presentation to the pediatric emergency department. Understanding factors that predict outcomes will be useful in clinical decision-making and prognostication. The objective of this study was to identify important clinical parameters predictive of outcomes in pediatric TBI patients who underwent surgery. Materials and Methods This retrospective study included 43 pediatric TBI patients who underwent surgery from January 2011 to January 2017. Clinical parameters, including presenting signs and symptoms, mechanism of injury, intracranial pressure (ICP), need for inotropes, and computed tomography findings were collected. Outcomes were assessed using the Glasgow outcome score (GOS) based on the latest follow-up. Outcomes were divided into favorable (GOS 4-5) and unfavorable (GOS 1-3). Results Surgery was performed in 43 patients. The mean age was 9.6 ± 4.9. The mean follow-up period was 31 weeks. Thirty (70%) patients had favorable outcome and 13 (30%) had unfavorable outcome. On univariate analysis, mechanism of injury, vomiting, Glasgow coma scale score, pupil size and reactivity, hypotension, inotropic use, need for blood transfusion, and raised ICP (all P < 0.005) were significantly associated with outcomes. On step-wise logistic regression, only raised ICP (odds ratio [OR] = 35.6, P = 0.008) and hypotension (OR = 26.1, P = 0.01) were found to be statistically significant. Conclusion The present study suggests that the majority of pediatric TBI patients who required neurosurgical intervention have favorable outcomes. Closer attention should be paid to raised ICP and hypotension as they were strong predictors of unfavorable outcomes. These findings also help manage expectations of patients' family and clinicians.
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Affiliation(s)
- Sean Wei Yi Lee
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Yang Ming
- Neurosurgery Division, Department of Surgery, National University Health System, Singapore
| | - Swati Jain
- Neurosurgery Division, Department of Surgery, National University Health System, Singapore
| | - Shu Ying Chee
- Neurosurgery Division, Department of Surgery, National University Health System, Singapore
| | - Kejia Teo
- Neurosurgery Division, Department of Surgery, National University Health System, Singapore
| | - Ning Chou
- Neurosurgery Division, Department of Surgery, National University Health System, Singapore
| | - Sein Lwin
- Neurosurgery Division, Department of Surgery, National University Health System, Singapore
| | - Tseng Tsai Yeo
- Neurosurgery Division, Department of Surgery, National University Health System, Singapore
| | - Vincent Diong Weng Nga
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore.,Neurosurgery Division, Department of Surgery, National University Health System, Singapore
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16
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Viot S, Câmara-Costa H, Laurence W, Francillette L, Toure H, Brugel D, Laurent-Vannier A, Dellatolas G, Gillibert A, Meyer P, Chevignard M. Assessment of memory functioning over two years following severe childhood traumatic brain injury: results of the TGE cohort. Brain Inj 2019; 33:1208-1218. [PMID: 31237456 DOI: 10.1080/02699052.2019.1631485] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
The aims of this study were (1) to prospectively measure memory functioning following severe childhood Traumatic Brain Injury (TBI), and its evolution over 2 years; (2) to assess demographic and medical factors associated with memory function and recovery; (3) to explore relations between memory and other TBI outcomes. Methods: Children (aged 0-15 years; n= 65) consecutively admitted in a single trauma center over a 3-year period, who survived severe non-inflicted TBI, were included in a prospective longitudinal study. Memory was assessed in 38 children aged 5-15 years at injury, using the Children's Memory Scale at 3, 12, and 24 months post-injury. Results: Mean general memory score was low at 3 months (M = 90.2, SD = 20.3) but within the normal range at 12 and 24 months (M = 100.6, SD = 23.1 and M = 108.6, SD = 24.1, respectively), with high variability. Improvement was stronger for immediate visual memory than for other memory indices. Lower general memory score was associated with higher injury severity, lower intellectual ability and functional status, higher overall disability, and ongoing education. Conclusion: Memory functioning is highly variable following severe childhood TBI, related to injury severity and functional, cognitive and educational outcomes; improvement is significant during the first-year post-injury, but varies according to the type of memory.
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Affiliation(s)
- Solène Viot
- a Rehabilitation Department for Children with Acquired Brain Injury, and Outreach team for Children and Adolescents with Acquired Brain Injury; Hôpitaux de Saint Maurice , Saint Maurice , France
| | - Hugo Câmara-Costa
- b UVSQ, CESP, INSERM, Université Paris-Saclay, Université Paris-SUD , Paris , France.,c Laboratoire d'Imagerie Biomédicale, Sorbonne Université, LIB , Paris , France
| | - Watier Laurence
- d Biostatistics, Biomathematics, Pharmacoepidemiology and Infectious Diseases (B2PHI), INSERM. UVSQ, Institut Pasteur, Université Paris-Saclay , Paris , France
| | - Leila Francillette
- c Laboratoire d'Imagerie Biomédicale, Sorbonne Université, LIB , Paris , France
| | - Hanna Toure
- a Rehabilitation Department for Children with Acquired Brain Injury, and Outreach team for Children and Adolescents with Acquired Brain Injury; Hôpitaux de Saint Maurice , Saint Maurice , France
| | - Dominique Brugel
- a Rehabilitation Department for Children with Acquired Brain Injury, and Outreach team for Children and Adolescents with Acquired Brain Injury; Hôpitaux de Saint Maurice , Saint Maurice , France
| | - Anne Laurent-Vannier
- a Rehabilitation Department for Children with Acquired Brain Injury, and Outreach team for Children and Adolescents with Acquired Brain Injury; Hôpitaux de Saint Maurice , Saint Maurice , France
| | - Georges Dellatolas
- b UVSQ, CESP, INSERM, Université Paris-Saclay, Université Paris-SUD , Paris , France
| | - André Gillibert
- e Biostatistics Department, Rouen University Hospital , Rouen , France.,f Faculté de Médecine Paris-Sud, INSERM UMR-1178, CESP, Université Paris-Sud , Le Kremlin Bicêtre , France
| | - Philippe Meyer
- g Pediatric Anesthesiology Department, Hôpital Necker Enfants Malades , Paris , France.,h Faculté de Médecine René Descartes, Université Paris 5 , Paris , France
| | - Mathilde Chevignard
- a Rehabilitation Department for Children with Acquired Brain Injury, and Outreach team for Children and Adolescents with Acquired Brain Injury; Hôpitaux de Saint Maurice , Saint Maurice , France.,c Laboratoire d'Imagerie Biomédicale, Sorbonne Université, LIB , Paris , France.,i Groupe de Recherche Clinique Handicap Cognitif et Réadaptation (HanCRe), Sorbonne Université , Paris , France
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17
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Sarnaik A, Ferguson NM, O'Meara AMI, Agrawal S, Deep A, Buttram S, Bell MJ, Wisniewski SR, Luther JF, Hartman AL, Vavilala MS. Age and Mortality in Pediatric Severe Traumatic Brain Injury: Results from an International Study. Neurocrit Care 2018; 28:302-313. [PMID: 29476389 PMCID: PMC10655613 DOI: 10.1007/s12028-017-0480-x] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
BACKGROUND Although small series have suggested that younger age is associated with less favorable outcome after severe traumatic brain injury (TBI), confounders and biases have limited our understanding of this relationship. We hypothesized that there would be an association between age and mortality in children within an ongoing observational, cohort study. METHODS The first 200 subjects from the Approaches and Decisions for Acute Pediatric TBI trial were eligible for this analysis (inclusion criteria: severe TBI (Glasgow Coma Scale [GCS] score ≤ 8], age 18 years, and intracranial pressure (ICP) monitor placed; exclusion: pregnancy). Children with suspected abusive head trauma (AHT) were excluded to avoid bias related to the association between AHT and mortality. Demographics, and prehospital and resuscitation events were collected/analyzed, and children were stratified based on age at time of injury (< 5, 5-< 11, 11-18 years) and presented as mean ± standard error of the mean (SEM). Analyses of variance were used to test the equality of the means across the group for continuous variable, and Chi-square tests were used to compare percentages for discrete variables (post hoc comparisons were made using t test and Bonferroni corrections, as needed). Kaplan-Meier curves were generated for each age subgroup describing the time of death, and log-rank was used to compare the curves. Cox proportional hazards regression models were used to assess the effect of age on time to death while controlling for covariates. RESULTS In the final cohort (n = 155, 45 excluded for AHT), overall age was 9.2 years ± 0.4 and GCS was 5.3 ± 0.1. Mortality was similar between strata (14.0, 20.0, 20.9%, respectively, p = 0.58). Motor vehicle accidents were the most common mechanism across all strata, while falls tended to be more common in the youngest stratum (p = 0.08). The youngest stratum demonstrated increased incidence of spontaneous hypothermia at presentation and decreased hemoglobin concentrations and coagulopathies, while the oldest demonstrated lower platelet counts. CONCLUSIONS In contrast to previous reports, we failed to detect mortality differences across age strata in children with severe TBI. We have discerned novel associations between age and various markers of injury-unrelated to AHT-that may lead to testable hypotheses in the future.
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Affiliation(s)
- Ajit Sarnaik
- Departments of Pediatrics, Wayne State University, Detroit, MI, USA
| | | | - A M Iqbal O'Meara
- Departments of Pediatrics, Virginia Commonwealth University, Richmond, VA, USA
| | - Shruti Agrawal
- Departments of Pediatrics, Addenbrookes Hospital, Cambridge, UK
| | - Akash Deep
- Departments of Pediatrics, Kings College Hospital, London, UK
| | - Sandra Buttram
- Departments of Pediatrics, Phoenix Children's Hospital, Phoenix, AZ, USA
| | - Michael J Bell
- Critical Care Medicine, Neurological Surgery and Pediatrics, University of Pittsburgh, 3434 Fifth Avenue, Pittsburgh, PA, 15260, USA.
| | | | - James F Luther
- Departments of Epidemiology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Adam L Hartman
- The Office of Clinical Research, National Institute of Neurological Disorders and Stroke, Bethesda, MD, USA
| | - Monica S Vavilala
- Departments of Anesthesiology and Pain Medicine, University of Washington, Seattle, WA, USA
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18
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Babikian T, Alger JR, Ellis-Blied MU, Giza CC, Dennis E, Olsen A, Mink R, Babbitt C, Johnson J, Thompson PM, Asarnow RF. Whole Brain Magnetic Resonance Spectroscopic Determinants of Functional Outcomes in Pediatric Moderate/Severe Traumatic Brain Injury. J Neurotrauma 2018; 35:1637-1645. [PMID: 29649959 DOI: 10.1089/neu.2017.5366] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Diffuse axonal injury contributes to the long-term functional morbidity observed after pediatric moderate/severe traumatic brain injury (msTBI). Whole-brain proton magnetic resonance echo-planar spectroscopic imaging was used to measure the neurometabolite levels in the brain to delineate the course of disruption/repair during the first year post-msTBI. The association between metabolite biomarkers and functional measures (cognitive functioning and corpus callosum [CC] function assessed by interhemispheric transfer time [IHTT] using an event related potential paradigm) was also explored. Pediatric patients with msTBI underwent assessments at two times (post-acutely at a mean of three months post-injury, n = 31, and chronically at a mean of 16 months post-injury, n = 24). Healthy controls also underwent two evaluations, approximately 12 months apart. Post-acutely, in patients with msTBI, there were elevations in choline (Cho; marker for inflammation and/or altered membrane metabolism) in all four brain lobes and the CC and decreases in N-acetylaspartate (NAA; marker for neuronal and axonal integrity) in the CC compared with controls, all of which normalized by the chronic time point. Subgroups of TBI showed variable patterns chronically. Patients with slow IHTT had lower lobar Cho chronically than those with normal IHTT; they also did not show normalization in CC NAA whereas those with normal IHTT showed significantly higher levels of CC NAA relative to controls. In the normal IHTT group only, chronic CC Cho and NAA together explained 70% of the variance in long-term cognitive functioning. MR based whole brain metabolic evaluations show different patterns of neurochemistry after msTBI in two subgroups with different outcomes. There is a dynamic relationship between prolonged inflammatory responses to brain damage, reparative processes/remyelination, and subsequent neurobehavioral outcomes. Multimodal studies allow us to test hypotheses about degenerative and reparative processes in patient groups that have divergent functional outcome, with the ultimate goal of developing targeted therapeutic agents.
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Affiliation(s)
- Talin Babikian
- 1 Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior , Mattel Children's Hospital at UCLA, and the UCLA Steve Tisch BrainSPORT Program, Los Angeles, California
| | | | - Monica U Ellis-Blied
- 3 Health Promotion and Disease Prevention Program, VA Loma Linda Healthcare System , Redlands, California
| | - Christopher C Giza
- 4 UCLA Brain Injury Research Center , Department of Neurosurgery, and Division of Pediatric Neurology, Mattel Children's Hospital, UCLA Steve Tisch BrainSPORT Program, Los Angeles, California
| | - Emily Dennis
- 5 Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California , Marina del Rey, California
| | - Alexander Olsen
- 6 Department of Psychology, Norwegian University of Science and Technology, Trondheim, Norway; Department of Physical Medicine and Rehabilitation, St. Olavs Hospital, Trondheim University Hospital , Trondheim, Norway
| | - Richard Mink
- 7 Pediatric Critical Care Medicine, Harbor-UCLA Medical Center; Los Angeles BioMedical Research Institute , Department of Pediatrics, Torrance, California
| | - Christopher Babbitt
- 8 Miller Children's and Women's Hospital of Long Beach , Long Beach, California
| | - Jeff Johnson
- 9 LAC+USC Medical Center , Department of Pediatrics, Los Angeles, California
| | - Paul M Thompson
- 10 Imaging Genetics Center, Mary and Mark Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California , Marina del Rey, California; Departments of Neurology, Pediatrics, Psychiatry, Radiology, Engineering, and Ophthalmology, USC, Los Angeles, California
| | - Robert F Asarnow
- 11 Departments of Psychology and Psychiatry and Brain Research Institute , David Geffen School of Medicine, Los Angeles, California
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19
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Dennis EL, Babikian T, Alger J, Rashid F, Villalon-Reina JE, Jin Y, Olsen A, Mink R, Babbitt C, Johnson J, Giza CC, Thompson PM, Asarnow RF. Magnetic resonance spectroscopy of fiber tracts in children with traumatic brain injury: A combined MRS - Diffusion MRI study. Hum Brain Mapp 2018; 39:3759-3768. [PMID: 29749094 DOI: 10.1002/hbm.24209] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2018] [Revised: 04/30/2018] [Accepted: 05/01/2018] [Indexed: 01/05/2023] Open
Abstract
Traumatic brain injury can cause extensive damage to the white matter (WM) of the brain. These disruptions can be especially damaging in children, whose brains are still maturing. Diffusion magnetic resonance imaging (dMRI) is the most commonly used method to assess WM organization, but it has limited resolution to differentiate causes of WM disruption. Magnetic resonance spectroscopy (MRS) yields spectra showing the levels of neurometabolites that can indicate neuronal/axonal health, inflammation, membrane proliferation/turnover, and other cellular processes that are on-going post-injury. Previous analyses on this dataset revealed a significant division within the msTBI patient group, based on interhemispheric transfer time (IHTT); one subgroup of patients (TBI-normal) showed evidence of recovery over time, while the other showed continuing degeneration (TBI-slow). We combined dMRI with MRS to better understand WM disruptions in children with moderate-severe traumatic brain injury (msTBI). Tracts with poorer WM organization, as shown by lower FA and higher MD and RD, also showed lower N-acetylaspartate (NAA), a marker of neuronal and axonal health and myelination. We did not find lower NAA in tracts with normal WM organization. Choline, a marker of inflammation, membrane turnover, or gliosis, did not show such associations. We further show that multi-modal imaging can improve outcome prediction over a single modality, as well as over earlier cognitive function measures. Our results suggest that demyelination plays an important role in WM disruption post-injury in a subgroup of msTBI children and indicate the utility of multi-modal imaging.
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Affiliation(s)
- Emily L Dennis
- Keck School of Medicine, University of Southern California, Imaging Genetics Center, Mary and Mark Stevens Institute for Neuroimaging and Informatics, Marina del Rey, California.,Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, California
| | - Talin Babikian
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, California.,Dept of Neurosurgery and Division of Pediatric Neurology, Mattel Children's Hospital, UCLA Brain Injury Research Center, Los Angeles, California
| | - Jeffry Alger
- Departments of Neurology and Radiology, UCLA, Los Angeles, California.,NeuroSpectroScopics LLC, Sherman Oaks, California
| | - Faisal Rashid
- Keck School of Medicine, University of Southern California, Imaging Genetics Center, Mary and Mark Stevens Institute for Neuroimaging and Informatics, Marina del Rey, California
| | - Julio E Villalon-Reina
- Keck School of Medicine, University of Southern California, Imaging Genetics Center, Mary and Mark Stevens Institute for Neuroimaging and Informatics, Marina del Rey, California
| | - Yan Jin
- Keck School of Medicine, University of Southern California, Imaging Genetics Center, Mary and Mark Stevens Institute for Neuroimaging and Informatics, Marina del Rey, California
| | - Alexander Olsen
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, California.,Department of Psychology, Norwegian University of Science and Technology, Trondheim, Norway.,Department of Physical Medicine and Rehabilitation, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Richard Mink
- Department of Pediatrics, Harbor-UCLA Medical Center and Los Angeles BioMedical Research Institute, Torrance, California
| | | | - Jeffrey Johnson
- Department of Pediatrics, LAC+USC Medical Center, Los Angeles, California
| | - Christopher C Giza
- Dept of Neurosurgery and Division of Pediatric Neurology, Mattel Children's Hospital, UCLA Brain Injury Research Center, Los Angeles, California.,Brain Research Institute, UCLA, Los Angeles, California
| | - Paul M Thompson
- Keck School of Medicine, University of Southern California, Imaging Genetics Center, Mary and Mark Stevens Institute for Neuroimaging and Informatics, Marina del Rey, California.,Departments of Neurology, Pediatrics, Psychiatry, Radiology, Engineering, and Ophthalmology, USC, Los Angeles, California
| | - Robert F Asarnow
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, California.,Department of Psychology, UCLA, Los Angeles, California.,Brain Research Institute, UCLA, Los Angeles, California
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20
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Dennis EL, Babikian T, Giza CC, Thompson PM, Asarnow RF. Neuroimaging of the Injured Pediatric Brain: Methods and New Lessons. Neuroscientist 2018; 24:652-670. [PMID: 29488436 DOI: 10.1177/1073858418759489] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Traumatic brain injury (TBI) is a significant public health problem in the United States, especially for children and adolescents. Current epidemiological data estimate over 600,000 patients younger than 20 years are treated for TBI in emergency rooms annually. While many patients experience a full recovery, for others there can be long-lasting cognitive, neurological, psychological, and behavioral disruptions. TBI in youth can disrupt ongoing brain development and create added family stress during a formative period. The neuroimaging methods used to assess brain injury improve each year, providing researchers a more detailed characterization of the injury and recovery process. In this review, we cover current imaging methods used to quantify brain disruption post-injury, including structural magnetic resonance imaging (MRI), diffusion MRI, functional MRI, resting state fMRI, and magnetic resonance spectroscopy (MRS), with brief coverage of other methods, including electroencephalography (EEG), single-photon emission computed tomography (SPECT), and positron emission tomography (PET). We include studies focusing on pediatric moderate-severe TBI from 2 months post-injury and beyond. While the morbidity of pediatric TBI is considerable, continuing advances in imaging methods have the potential to identify new treatment targets that can lead to significant improvements in outcome.
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Affiliation(s)
- Emily L Dennis
- 1 Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of University Southern California, Marina del Rey, CA, USA
| | - Talin Babikian
- 2 Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA.,3 UCLA Brain Injury Research Center, Department of Neurosurgery and Division of Pediatric Neurology, Mattel Children's Hospital, Los Angeles, CA, USA.,4 UCLA Steve Tisch BrainSPORT Program, Los Angeles, CA, USA
| | - Christopher C Giza
- 3 UCLA Brain Injury Research Center, Department of Neurosurgery and Division of Pediatric Neurology, Mattel Children's Hospital, Los Angeles, CA, USA.,4 UCLA Steve Tisch BrainSPORT Program, Los Angeles, CA, USA.,5 Brain Research Institute, University of California, Los Angeles, CA, USA
| | - Paul M Thompson
- 1 Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of University Southern California, Marina del Rey, CA, USA.,6 Departments of Neurology, Pediatrics, Psychiatry, Radiology, Engineering, and Ophthalmology, University of Southern California, Los Angeles, CA, USA
| | - Robert F Asarnow
- 2 Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA.,4 UCLA Steve Tisch BrainSPORT Program, Los Angeles, CA, USA.,5 Brain Research Institute, University of California, Los Angeles, CA, USA.,7 Department of Psychology, University of California, Los Angeles, CA, USA
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21
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Gaudet CE, Cook NE, Kavanaugh BC, Studeny J, Holler K. Prevalence of low test scores in a pediatric psychiatric inpatient population: Applying multivariate base rate analyses. APPLIED NEUROPSYCHOLOGY-CHILD 2018; 8:163-173. [PMID: 29308918 DOI: 10.1080/21622965.2017.1417126] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
The understanding of neuropsychological functioning in pediatric psychiatric inpatient populations is growing, but limited, resulting in interpretive challenges. This study examined the application of multivariate base rate (MVBR) analysis in a clinical sample to appraise its utility in characterizing the frequency of low scores, as well as predictors of low scores, when using a flexible test battery. Participants included 99 children from a psychiatric inpatient unit referred for neuropsychological testing. Children hospitalized with psychiatric disorders exhibited high rates of low scores at varying criteria across the battery of tests. Hierarchical multiple regression analyses revealed that after accounting for demographic and psychiatric factors, intellectual functioning accounted for approximately 26% of the variance in observed low scores. The results suggest that a substantial percentage of this population produces low scores on neuropsychological testing and, consistent with prior research, intellectual functioning is strongly associated with low score frequency. To our knowledge, this is the first study to examine the clinical application of MVBR analysis in a pediatric psychiatric inpatient population using a flexible test battery. Taken together, this investigation highlights the potential clinical utility of MVBR analysis when interpreting neuropsychological performance in clinical pediatric populations.
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Affiliation(s)
- Charles E Gaudet
- a Psychology Department , University of Rhode Island , Kingston , Rhode Island , USA
| | - Nathan E Cook
- a Psychology Department , University of Rhode Island , Kingston , Rhode Island , USA.,b Department of Psychiatry , Massachusetts General Hospital , Boston , Massachusetts , USA.,c MassGeneral Hospital for Children Sport Concussion Program , Boston , Massachusetts , USA
| | - Brian C Kavanaugh
- d Department of Psychiatry & Human Behavior , Alpert Medical School, Brown University , Providence , Rhode Island , USA
| | - Jane Studeny
- e Psychology Department , Antioch University - New England , Keene , New Hampshire , USA
| | - Karen Holler
- d Department of Psychiatry & Human Behavior , Alpert Medical School, Brown University , Providence , Rhode Island , USA
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22
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Schrieff-Elson LE, Steenkamp N, Hendricks MI, Thomas KGF, Rohlwink UK. Local and global challenges in pediatric traumatic brain injury outcome and rehabilitation assessment. Childs Nerv Syst 2017; 33:1775-1784. [PMID: 29149382 DOI: 10.1007/s00381-017-3527-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Accepted: 07/06/2017] [Indexed: 11/30/2022]
Abstract
Traumatic brain injury (TBI) is a major public health problem associated with high morbidity and mortality rates in children in both high- and low- and middle-income countries. Predicting outcome after pediatric TBI is challenging given the wide range of injury and non-injury-related factors which may have an impact. Some of these factors are relevant globally (like heterogeneity in patient and injury-related factors and research methodology) and others are more specific to local contexts (like sociodemographic and cultural factors). The assessment of rehabilitation outcomes post-TBI are similarly challenging given the various methodological limitations, disparities in access to rehabilitation, and limited awareness of deficits, which are encountered globally, as well as the lack of services in the local settings. In this article, we discuss these global and local challenges to outcome and rehabilitation assessment following pediatric TBI.
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Affiliation(s)
- L E Schrieff-Elson
- ACSENT Laboratory, Department of Psychology, University of Cape Town, Cape Town, South Africa.
| | - N Steenkamp
- ACSENT Laboratory, Department of Psychology, University of Cape Town, Cape Town, South Africa
| | - M I Hendricks
- ACSENT Laboratory, Department of Psychology, University of Cape Town, Cape Town, South Africa
| | - K G F Thomas
- ACSENT Laboratory, Department of Psychology, University of Cape Town, Cape Town, South Africa
| | - U K Rohlwink
- Division of Neurosurgery, Department of Surgery, University of Cape Town, Cape Town, South Africa
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23
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24
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Dennis EL, Faskowitz J, Rashid F, Babikian T, Mink R, Babbitt C, Johnson J, Giza CC, Jahanshad N, Thompson PM, Asarnow RF. Diverging volumetric trajectories following pediatric traumatic brain injury. Neuroimage Clin 2017; 15:125-135. [PMID: 28507895 PMCID: PMC5423316 DOI: 10.1016/j.nicl.2017.03.014] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2017] [Revised: 03/09/2017] [Accepted: 03/13/2017] [Indexed: 11/01/2022]
Abstract
Traumatic brain injury (TBI) is a significant public health concern, and can be especially disruptive in children, derailing on-going neuronal maturation in periods critical for cognitive development. There is considerable heterogeneity in post-injury outcomes, only partially explained by injury severity. Understanding the time course of recovery, and what factors may delay or promote recovery, will aid clinicians in decision-making and provide avenues for future mechanism-based therapeutics. We examined regional changes in brain volume in a pediatric/adolescent moderate-severe TBI (msTBI) cohort, assessed at two time points. Children were first assessed 2-5 months post-injury, and again 12 months later. We used tensor-based morphometry (TBM) to localize longitudinal volume expansion and reduction. We studied 21 msTBI patients (5 F, 8-18 years old) and 26 well-matched healthy control children, also assessed twice over the same interval. In a prior paper, we identified a subgroup of msTBI patients, based on interhemispheric transfer time (IHTT), with significant structural disruption of the white matter (WM) at 2-5 months post injury. We investigated how this subgroup (TBI-slow, N = 11) differed in longitudinal regional volume changes from msTBI patients (TBI-normal, N = 10) with normal WM structure and function. The TBI-slow group had longitudinal decreases in brain volume in several WM clusters, including the corpus callosum and hypothalamus, while the TBI-normal group showed increased volume in WM areas. Our results show prolonged atrophy of the WM over the first 18 months post-injury in the TBI-slow group. The TBI-normal group shows a different pattern that could indicate a return to a healthy trajectory.
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Affiliation(s)
- Emily L Dennis
- Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA 90292, USA.
| | - Joshua Faskowitz
- Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA 90292, USA
| | - Faisal Rashid
- Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA 90292, USA
| | - Talin Babikian
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, CA 90024, USA
| | - Richard Mink
- Harbor-UCLA Medical Center and Los Angeles BioMedical Research Institute, Department of Pediatrics, Torrance, CA 90509, USA
| | | | - Jeffrey Johnson
- LAC+USC Medical Center, Department of Pediatrics, Los Angeles, CA 90033, USA
| | - Christopher C Giza
- UCLA Brain Injury Research Center, UCLA Steve Tisch BrainSPORT Program, Dept of Neurosurgery and Division of Pediatric Neurology, Mattel Children's Hospital, Los Angeles, CA 90095, USA; Brain Research Institute, UCLA, Los Angeles, CA 90024, USA
| | - Neda Jahanshad
- Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA 90292, USA
| | - Paul M Thompson
- Imaging Genetics Center, Mark and Mary Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey, CA 90292, USA; Departments of Neurology, Pediatrics, Psychiatry, Radiology, Engineering, and Ophthalmology, USC, Los Angeles, CA 90033, USA
| | - Robert F Asarnow
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, UCLA, Los Angeles, CA 90024, USA; Department of Psychology, UCLA, Los Angeles, CA 90024, USA; Brain Research Institute, UCLA, Los Angeles, CA 90024, USA
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25
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Dennis EL, Rashid F, Ellis MU, Babikian T, Vlasova RM, Villalon-Reina JE, Jin Y, Olsen A, Mink R, Babbitt C, Johnson J, Giza CC, Thompson PM, Asarnow RF. Diverging white matter trajectories in children after traumatic brain injury: The RAPBI study. Neurology 2017; 88:1392-1399. [PMID: 28298549 DOI: 10.1212/wnl.0000000000003808] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Accepted: 10/19/2016] [Indexed: 01/06/2023] Open
Abstract
OBJECTIVE To examine longitudinal trajectories of white matter organization in pediatric moderate/severe traumatic brain injury (msTBI) over a 12-month period. METHODS We studied 21 children (16 M/5 F) with msTBI, assessed 2-5 months postinjury and again 13-19 months postinjury, as well as 20 well-matched healthy control children. We assessed corpus callosum function through interhemispheric transfer time (IHTT), measured using event-related potentials, and related this to diffusion-weighted MRI measures of white matter (WM) microstructure. At the first time point, half of the patients with TBI had significantly slower IHTT (TBI-slow-IHTT, n = 11) and half were in the normal range (TBI-normal-IHTT, n = 10). RESULTS The TBI-normal-IHTT group did not differ significantly from healthy controls, either in WM organization in the chronic phase or in the longitudinal trajectory of WM organization between the 2 evaluations. In contrast, the WM organization of the TBI-slow-IHTT group was significantly lower than in healthy controls across a large portion of the WM. Longitudinal analyses showed that the TBI-slow-IHTT group experienced a progressive decline between the 2 evaluations in WM organization throughout the brain. CONCLUSIONS We present preliminary evidence suggesting a potential biomarker that identifies a subset of patients with impaired callosal organization in the first months postinjury who subsequently experience widespread continuing and progressive degeneration in the first year postinjury.
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Affiliation(s)
- Emily L Dennis
- From the Imaging Genetics Center (E.L.D., F.R., J.E.V.-R., Y.J., P.M.T.), Mary and Mark Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey; Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior (M.U.E., T.B., A.O., R.F.A.), Department of Psychology (R.F.A.), and Brain Research Institute (R.F.A.), UCLA, Los Angeles; Fuller Theological Seminary School of Psychology (M.U.E.), Pasadena; CIBORG Laboratory (R.M.V.), Department of Radiology, Children's Hospital Los Angeles, CA; Department of Psychology (A.O.), Norwegian University of Science and Technology; Department of Physical Medicine and Rehabilitation (A.O.), St. Olavs Hospital, Trondheim University Hospital, Norway; Harbor-UCLA Medical Center and Los Angeles BioMedical Research Institute (R.M.), Department of Pediatrics, Torrance; Miller Children's Hospital (C.B.), Long Beach; Department of Pediatrics (J.J.), LAC+USC Medical Center; Department of Neurosurgery and Division of Pediatric Neurology, UCLA Brain Injury Research Center (C.C.G.), Mattel Children's Hospital; and Departments of Neurology, Pediatrics, Psychiatry, Radiology, Engineering, and Ophthalmology (P.M.T.), USC, Los Angeles, CA.
| | - Faisal Rashid
- From the Imaging Genetics Center (E.L.D., F.R., J.E.V.-R., Y.J., P.M.T.), Mary and Mark Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey; Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior (M.U.E., T.B., A.O., R.F.A.), Department of Psychology (R.F.A.), and Brain Research Institute (R.F.A.), UCLA, Los Angeles; Fuller Theological Seminary School of Psychology (M.U.E.), Pasadena; CIBORG Laboratory (R.M.V.), Department of Radiology, Children's Hospital Los Angeles, CA; Department of Psychology (A.O.), Norwegian University of Science and Technology; Department of Physical Medicine and Rehabilitation (A.O.), St. Olavs Hospital, Trondheim University Hospital, Norway; Harbor-UCLA Medical Center and Los Angeles BioMedical Research Institute (R.M.), Department of Pediatrics, Torrance; Miller Children's Hospital (C.B.), Long Beach; Department of Pediatrics (J.J.), LAC+USC Medical Center; Department of Neurosurgery and Division of Pediatric Neurology, UCLA Brain Injury Research Center (C.C.G.), Mattel Children's Hospital; and Departments of Neurology, Pediatrics, Psychiatry, Radiology, Engineering, and Ophthalmology (P.M.T.), USC, Los Angeles, CA
| | - Monica U Ellis
- From the Imaging Genetics Center (E.L.D., F.R., J.E.V.-R., Y.J., P.M.T.), Mary and Mark Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey; Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior (M.U.E., T.B., A.O., R.F.A.), Department of Psychology (R.F.A.), and Brain Research Institute (R.F.A.), UCLA, Los Angeles; Fuller Theological Seminary School of Psychology (M.U.E.), Pasadena; CIBORG Laboratory (R.M.V.), Department of Radiology, Children's Hospital Los Angeles, CA; Department of Psychology (A.O.), Norwegian University of Science and Technology; Department of Physical Medicine and Rehabilitation (A.O.), St. Olavs Hospital, Trondheim University Hospital, Norway; Harbor-UCLA Medical Center and Los Angeles BioMedical Research Institute (R.M.), Department of Pediatrics, Torrance; Miller Children's Hospital (C.B.), Long Beach; Department of Pediatrics (J.J.), LAC+USC Medical Center; Department of Neurosurgery and Division of Pediatric Neurology, UCLA Brain Injury Research Center (C.C.G.), Mattel Children's Hospital; and Departments of Neurology, Pediatrics, Psychiatry, Radiology, Engineering, and Ophthalmology (P.M.T.), USC, Los Angeles, CA
| | - Talin Babikian
- From the Imaging Genetics Center (E.L.D., F.R., J.E.V.-R., Y.J., P.M.T.), Mary and Mark Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey; Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior (M.U.E., T.B., A.O., R.F.A.), Department of Psychology (R.F.A.), and Brain Research Institute (R.F.A.), UCLA, Los Angeles; Fuller Theological Seminary School of Psychology (M.U.E.), Pasadena; CIBORG Laboratory (R.M.V.), Department of Radiology, Children's Hospital Los Angeles, CA; Department of Psychology (A.O.), Norwegian University of Science and Technology; Department of Physical Medicine and Rehabilitation (A.O.), St. Olavs Hospital, Trondheim University Hospital, Norway; Harbor-UCLA Medical Center and Los Angeles BioMedical Research Institute (R.M.), Department of Pediatrics, Torrance; Miller Children's Hospital (C.B.), Long Beach; Department of Pediatrics (J.J.), LAC+USC Medical Center; Department of Neurosurgery and Division of Pediatric Neurology, UCLA Brain Injury Research Center (C.C.G.), Mattel Children's Hospital; and Departments of Neurology, Pediatrics, Psychiatry, Radiology, Engineering, and Ophthalmology (P.M.T.), USC, Los Angeles, CA
| | - Roza M Vlasova
- From the Imaging Genetics Center (E.L.D., F.R., J.E.V.-R., Y.J., P.M.T.), Mary and Mark Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey; Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior (M.U.E., T.B., A.O., R.F.A.), Department of Psychology (R.F.A.), and Brain Research Institute (R.F.A.), UCLA, Los Angeles; Fuller Theological Seminary School of Psychology (M.U.E.), Pasadena; CIBORG Laboratory (R.M.V.), Department of Radiology, Children's Hospital Los Angeles, CA; Department of Psychology (A.O.), Norwegian University of Science and Technology; Department of Physical Medicine and Rehabilitation (A.O.), St. Olavs Hospital, Trondheim University Hospital, Norway; Harbor-UCLA Medical Center and Los Angeles BioMedical Research Institute (R.M.), Department of Pediatrics, Torrance; Miller Children's Hospital (C.B.), Long Beach; Department of Pediatrics (J.J.), LAC+USC Medical Center; Department of Neurosurgery and Division of Pediatric Neurology, UCLA Brain Injury Research Center (C.C.G.), Mattel Children's Hospital; and Departments of Neurology, Pediatrics, Psychiatry, Radiology, Engineering, and Ophthalmology (P.M.T.), USC, Los Angeles, CA
| | - Julio E Villalon-Reina
- From the Imaging Genetics Center (E.L.D., F.R., J.E.V.-R., Y.J., P.M.T.), Mary and Mark Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey; Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior (M.U.E., T.B., A.O., R.F.A.), Department of Psychology (R.F.A.), and Brain Research Institute (R.F.A.), UCLA, Los Angeles; Fuller Theological Seminary School of Psychology (M.U.E.), Pasadena; CIBORG Laboratory (R.M.V.), Department of Radiology, Children's Hospital Los Angeles, CA; Department of Psychology (A.O.), Norwegian University of Science and Technology; Department of Physical Medicine and Rehabilitation (A.O.), St. Olavs Hospital, Trondheim University Hospital, Norway; Harbor-UCLA Medical Center and Los Angeles BioMedical Research Institute (R.M.), Department of Pediatrics, Torrance; Miller Children's Hospital (C.B.), Long Beach; Department of Pediatrics (J.J.), LAC+USC Medical Center; Department of Neurosurgery and Division of Pediatric Neurology, UCLA Brain Injury Research Center (C.C.G.), Mattel Children's Hospital; and Departments of Neurology, Pediatrics, Psychiatry, Radiology, Engineering, and Ophthalmology (P.M.T.), USC, Los Angeles, CA
| | - Yan Jin
- From the Imaging Genetics Center (E.L.D., F.R., J.E.V.-R., Y.J., P.M.T.), Mary and Mark Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey; Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior (M.U.E., T.B., A.O., R.F.A.), Department of Psychology (R.F.A.), and Brain Research Institute (R.F.A.), UCLA, Los Angeles; Fuller Theological Seminary School of Psychology (M.U.E.), Pasadena; CIBORG Laboratory (R.M.V.), Department of Radiology, Children's Hospital Los Angeles, CA; Department of Psychology (A.O.), Norwegian University of Science and Technology; Department of Physical Medicine and Rehabilitation (A.O.), St. Olavs Hospital, Trondheim University Hospital, Norway; Harbor-UCLA Medical Center and Los Angeles BioMedical Research Institute (R.M.), Department of Pediatrics, Torrance; Miller Children's Hospital (C.B.), Long Beach; Department of Pediatrics (J.J.), LAC+USC Medical Center; Department of Neurosurgery and Division of Pediatric Neurology, UCLA Brain Injury Research Center (C.C.G.), Mattel Children's Hospital; and Departments of Neurology, Pediatrics, Psychiatry, Radiology, Engineering, and Ophthalmology (P.M.T.), USC, Los Angeles, CA
| | - Alexander Olsen
- From the Imaging Genetics Center (E.L.D., F.R., J.E.V.-R., Y.J., P.M.T.), Mary and Mark Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey; Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior (M.U.E., T.B., A.O., R.F.A.), Department of Psychology (R.F.A.), and Brain Research Institute (R.F.A.), UCLA, Los Angeles; Fuller Theological Seminary School of Psychology (M.U.E.), Pasadena; CIBORG Laboratory (R.M.V.), Department of Radiology, Children's Hospital Los Angeles, CA; Department of Psychology (A.O.), Norwegian University of Science and Technology; Department of Physical Medicine and Rehabilitation (A.O.), St. Olavs Hospital, Trondheim University Hospital, Norway; Harbor-UCLA Medical Center and Los Angeles BioMedical Research Institute (R.M.), Department of Pediatrics, Torrance; Miller Children's Hospital (C.B.), Long Beach; Department of Pediatrics (J.J.), LAC+USC Medical Center; Department of Neurosurgery and Division of Pediatric Neurology, UCLA Brain Injury Research Center (C.C.G.), Mattel Children's Hospital; and Departments of Neurology, Pediatrics, Psychiatry, Radiology, Engineering, and Ophthalmology (P.M.T.), USC, Los Angeles, CA
| | - Richard Mink
- From the Imaging Genetics Center (E.L.D., F.R., J.E.V.-R., Y.J., P.M.T.), Mary and Mark Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey; Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior (M.U.E., T.B., A.O., R.F.A.), Department of Psychology (R.F.A.), and Brain Research Institute (R.F.A.), UCLA, Los Angeles; Fuller Theological Seminary School of Psychology (M.U.E.), Pasadena; CIBORG Laboratory (R.M.V.), Department of Radiology, Children's Hospital Los Angeles, CA; Department of Psychology (A.O.), Norwegian University of Science and Technology; Department of Physical Medicine and Rehabilitation (A.O.), St. Olavs Hospital, Trondheim University Hospital, Norway; Harbor-UCLA Medical Center and Los Angeles BioMedical Research Institute (R.M.), Department of Pediatrics, Torrance; Miller Children's Hospital (C.B.), Long Beach; Department of Pediatrics (J.J.), LAC+USC Medical Center; Department of Neurosurgery and Division of Pediatric Neurology, UCLA Brain Injury Research Center (C.C.G.), Mattel Children's Hospital; and Departments of Neurology, Pediatrics, Psychiatry, Radiology, Engineering, and Ophthalmology (P.M.T.), USC, Los Angeles, CA
| | - Christopher Babbitt
- From the Imaging Genetics Center (E.L.D., F.R., J.E.V.-R., Y.J., P.M.T.), Mary and Mark Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey; Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior (M.U.E., T.B., A.O., R.F.A.), Department of Psychology (R.F.A.), and Brain Research Institute (R.F.A.), UCLA, Los Angeles; Fuller Theological Seminary School of Psychology (M.U.E.), Pasadena; CIBORG Laboratory (R.M.V.), Department of Radiology, Children's Hospital Los Angeles, CA; Department of Psychology (A.O.), Norwegian University of Science and Technology; Department of Physical Medicine and Rehabilitation (A.O.), St. Olavs Hospital, Trondheim University Hospital, Norway; Harbor-UCLA Medical Center and Los Angeles BioMedical Research Institute (R.M.), Department of Pediatrics, Torrance; Miller Children's Hospital (C.B.), Long Beach; Department of Pediatrics (J.J.), LAC+USC Medical Center; Department of Neurosurgery and Division of Pediatric Neurology, UCLA Brain Injury Research Center (C.C.G.), Mattel Children's Hospital; and Departments of Neurology, Pediatrics, Psychiatry, Radiology, Engineering, and Ophthalmology (P.M.T.), USC, Los Angeles, CA
| | - Jeffrey Johnson
- From the Imaging Genetics Center (E.L.D., F.R., J.E.V.-R., Y.J., P.M.T.), Mary and Mark Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey; Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior (M.U.E., T.B., A.O., R.F.A.), Department of Psychology (R.F.A.), and Brain Research Institute (R.F.A.), UCLA, Los Angeles; Fuller Theological Seminary School of Psychology (M.U.E.), Pasadena; CIBORG Laboratory (R.M.V.), Department of Radiology, Children's Hospital Los Angeles, CA; Department of Psychology (A.O.), Norwegian University of Science and Technology; Department of Physical Medicine and Rehabilitation (A.O.), St. Olavs Hospital, Trondheim University Hospital, Norway; Harbor-UCLA Medical Center and Los Angeles BioMedical Research Institute (R.M.), Department of Pediatrics, Torrance; Miller Children's Hospital (C.B.), Long Beach; Department of Pediatrics (J.J.), LAC+USC Medical Center; Department of Neurosurgery and Division of Pediatric Neurology, UCLA Brain Injury Research Center (C.C.G.), Mattel Children's Hospital; and Departments of Neurology, Pediatrics, Psychiatry, Radiology, Engineering, and Ophthalmology (P.M.T.), USC, Los Angeles, CA
| | - Christopher C Giza
- From the Imaging Genetics Center (E.L.D., F.R., J.E.V.-R., Y.J., P.M.T.), Mary and Mark Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey; Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior (M.U.E., T.B., A.O., R.F.A.), Department of Psychology (R.F.A.), and Brain Research Institute (R.F.A.), UCLA, Los Angeles; Fuller Theological Seminary School of Psychology (M.U.E.), Pasadena; CIBORG Laboratory (R.M.V.), Department of Radiology, Children's Hospital Los Angeles, CA; Department of Psychology (A.O.), Norwegian University of Science and Technology; Department of Physical Medicine and Rehabilitation (A.O.), St. Olavs Hospital, Trondheim University Hospital, Norway; Harbor-UCLA Medical Center and Los Angeles BioMedical Research Institute (R.M.), Department of Pediatrics, Torrance; Miller Children's Hospital (C.B.), Long Beach; Department of Pediatrics (J.J.), LAC+USC Medical Center; Department of Neurosurgery and Division of Pediatric Neurology, UCLA Brain Injury Research Center (C.C.G.), Mattel Children's Hospital; and Departments of Neurology, Pediatrics, Psychiatry, Radiology, Engineering, and Ophthalmology (P.M.T.), USC, Los Angeles, CA
| | - Paul M Thompson
- From the Imaging Genetics Center (E.L.D., F.R., J.E.V.-R., Y.J., P.M.T.), Mary and Mark Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey; Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior (M.U.E., T.B., A.O., R.F.A.), Department of Psychology (R.F.A.), and Brain Research Institute (R.F.A.), UCLA, Los Angeles; Fuller Theological Seminary School of Psychology (M.U.E.), Pasadena; CIBORG Laboratory (R.M.V.), Department of Radiology, Children's Hospital Los Angeles, CA; Department of Psychology (A.O.), Norwegian University of Science and Technology; Department of Physical Medicine and Rehabilitation (A.O.), St. Olavs Hospital, Trondheim University Hospital, Norway; Harbor-UCLA Medical Center and Los Angeles BioMedical Research Institute (R.M.), Department of Pediatrics, Torrance; Miller Children's Hospital (C.B.), Long Beach; Department of Pediatrics (J.J.), LAC+USC Medical Center; Department of Neurosurgery and Division of Pediatric Neurology, UCLA Brain Injury Research Center (C.C.G.), Mattel Children's Hospital; and Departments of Neurology, Pediatrics, Psychiatry, Radiology, Engineering, and Ophthalmology (P.M.T.), USC, Los Angeles, CA
| | - Robert F Asarnow
- From the Imaging Genetics Center (E.L.D., F.R., J.E.V.-R., Y.J., P.M.T.), Mary and Mark Stevens Institute for Neuroimaging and Informatics, Keck School of Medicine, University of Southern California, Marina del Rey; Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior (M.U.E., T.B., A.O., R.F.A.), Department of Psychology (R.F.A.), and Brain Research Institute (R.F.A.), UCLA, Los Angeles; Fuller Theological Seminary School of Psychology (M.U.E.), Pasadena; CIBORG Laboratory (R.M.V.), Department of Radiology, Children's Hospital Los Angeles, CA; Department of Psychology (A.O.), Norwegian University of Science and Technology; Department of Physical Medicine and Rehabilitation (A.O.), St. Olavs Hospital, Trondheim University Hospital, Norway; Harbor-UCLA Medical Center and Los Angeles BioMedical Research Institute (R.M.), Department of Pediatrics, Torrance; Miller Children's Hospital (C.B.), Long Beach; Department of Pediatrics (J.J.), LAC+USC Medical Center; Department of Neurosurgery and Division of Pediatric Neurology, UCLA Brain Injury Research Center (C.C.G.), Mattel Children's Hospital; and Departments of Neurology, Pediatrics, Psychiatry, Radiology, Engineering, and Ophthalmology (P.M.T.), USC, Los Angeles, CA
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