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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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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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